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Home» Proceedings » milwaukee2026

milwaukee2026

Proceedings of the International Conference on Industrial Engineering and Operations Management Publisher: IEOM Society International Publication Year: June, 2026

ISSN: 2169-8767 (U.S. Library of Congress)            ISBN: 979-8-9958771-2-7

Cover Page

Title

Masthead

Welcome

Committee

Sponsors

Keynote Speakers

Panels

Program

Table of Contents

ID 9       Applying Machine Learning Techniques for Predicting Coffee Machine Parts Demand and Lead Time

Nawaf Mohammad Alamri, Assistant Professor, Department of Industrial Engineering, Faculty of Engineering, King Abdulaziz University, P.O. Box 80204, Jeddah 21589, Saudi Arabia

ID 10    Visual Attention and Comprehension Across Chart Types: An Eye-Tracking Analysis

Isaiah Thompson, Quintrae Haynes and Seeung Oh, Department of Engineering, South Carolina State University, SC, USA Younho Seong, Department of Industrial & Systems Engineering, North Carolina A&T State University, NC, USA Sun Yi, Department of Mechanical Engineering, North Carolina A&T State University, NC, USA, Department of Engineering, South Carolina State University, SC, USA

ID 16    Defect Rate Reduction Through the Application of Standard Work, BPM and Poka Yoke in an SME in the Plastics Sector

Mathias Panta-Diaz, Luciana Nina-Silva, Gino Viacava-Campos and Jorge Antonio Corzo-Chavez, Carrera de Ingeniería Industrial, Universidad de Lima, Lima, Perú

ID 18    From Compliance to Competitiveness; A Case Study of Tariff Classification as a Strategic Capability for Cost Optimization and Risk Mitigation at ARGO HYTOS US

Halima Akter Rube, Global Logistics Systems & Trade, Compliance Specialist, ARGO HYTOS US, 1835 Research Drive, Bowling Green Bowling Green, Ohio, USA Md Ashiquzzaman Pavel, Graduate Teaching Assistant, School of Engineering, Bowling Green State University, Technology Building Bowling Green, OH 43403 Md Sonet Mallik, Graduate Teaching Assistant, School of Engineering, Bowling Green State University, Technology Building, Bowling Green, OH, USA Imran Tusar, PhD., Assistant Professor, Department of Industrial Systems Engineering, Bowling Green State University, Bowling Green, Ohio, USA

ID 22    Towards a Fair and Transparent Fuel Surcharge Mechanism in Truck Transportation: Incorporating Regional Diesel Price Variations and Payload Dependent Fuel Economy

Vignesh Jairaj, Supply Chain Strategy Leader, Asahi Kasei Plastics North America, Inc., Fowlerville, MI, USA Dharini Kanagaraj, Doctoral Candidate, Illinois Institute of Technology, Chicago, IL, USA Ryan Taylor, Sr. Logistics Analyst, Asahi Kasei Plastics North America, Inc., Fowlerville, MI, USA

ID 38    A High-Performance Simulation Framework for Accelerating the Design of Origami-Inspired Structures

Leon Le, Student Researcher, The Harker High School, San Jose, CA, USA

ID 39    NOVA: A Neurofeedback-Optimized Virtual Assistant with Local Large Language Model Integration

Leon Le, Student Researcher, The Harker High School, San Jose, CA, USA

ID 41    FAST Reliability Estimation Using Neural Networks for k-out of-n Systems

Subbarao V. Majety, Assistant Professor, Director of Design Studio, Department of Mechanical and Civil Engineering, Purdue University Northwest Hammond, IN, USA Jayanth Chillarige, Department of Electrical and Computer Engineering, Graduate Student, Purdue University Northwest, Hammond, IN, USA

ID 43    Preserving Behavioral Coherence in Reliability-Aware Neural Decision Systems

Mayra Bornacelly, PhD Student, Industrial Engineering, Department of Industrial Engineering & Management Systems, University of Central Florida Orlando, FL, USA

ID 44    Service Learning and Student Consulting Projects for the Development of Service Operations Management Skills

Maria Auxiliadora Cannarozzo Tinoco, Paola Paveck, Joana Siqueira de Souza, Kelly Cristina Ferreira Dias and Joyce Danielle de Araújo Department of Industrial Engineering, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil

ID 46    Financing Circularity for Sustainable Indian MSMEs: A PLS-SEM–ANN Approach

S L Tulasi Devi, Associate Professor, Department of Management Studies, National Institute of Technology, Warangal, Hanamkonda, Telangana State-506004, India Shivam Dubey, Research Scholar, Department of Management Studies, National Institute of Technology, Warangal, Hanamkonda, Telangana State-506004, India

ID 47    CORDS: A Connectivity-Oriented Graph Framework for Entity Deduplication under Sparse and Heterogeneous Relationships in Industrial Data Systems

Zhongyuan T. Lee, Department of Multidisciplinary Engineering, College of Engineering Texas A&M University, College Station, Texas, USA Arvin Shadravan and Hamid Parsaei, Department of Industrial and Systems Engineering, College of Engineering, Texas A&M University, College Station, Texas, USA

ID 48    Problem-Based Learning to Support Active Learning in an Undergraduate Industrial Engineering Course

Joana Siqueira de Souza, Associate Professor, Department of Industrial Engineering, Federal University of Rio Grande do Sul (UFRGS) Porto Alegre, RS, Brazil Fabricio Alves Oliveira, Industrial Engineering, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil Maria Auxiliadora Cannarozzo Tinoco, Associate Professor, Department of Industrial Engineering, Federal University of Rio Grande do Sul (UFRGS) Porto Alegre, RS, Brazil Paula Kvitko de Moura, Postdoctoral Researcher and Analyst, Department of Industrial Engineering, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil Letícia Dexheimer, Postdoctoral Researcher and Analyst at UFRGS, Associate Professor, Center for Mercosul Integration, Federal University of Pelotas (UFPEL), Porto Alegre, RS, Brazil

ID 50    Smart Stamping Manufacturing for Cowl Panel Assembly: Integration of AI, Advanced IIoT, and Collaborative Robotics in Stamped Sheet Metal Production

Kevin Patel, Independent Researcher, Chicago, IL, USA

ID 51    Comparative Numerical Modeling of Wear Evolution Using Archard-Based Hyperbolic and Parabolic Formulations

Narasimha Rao, Professor, Department of Mechanical Engineering, National Institute of Technology Warangal, Warangal, Telangana, India Ch. Sri Chaitanya, Assistant Professor, Department of Automobile Engineering, VNR Vignana Jyothi Institute of Engineering and Technology Hyderabad, Telangana, India

ID 53    Strategic and Operational Improvement in a Mexican high-Volume Distribution Center

Ana Torres and Claudia Pizano, Undergraduate Students, Department of Chemical, Industrial and Food Engineering, Universidad Iberoamericana – Mexico City (IBERO), Mexico City, México Erick Torres and, Oroselfia Sánchez, Professors, Department of Chemical, Industrial and Food Engineering, Universidad Iberoamericana Mexico City, MéxicoSenior Capstone Design Project Competition

ID 54    Resilient Manufacturing: Mitigating Input Cost Spikes and Tariff Impact with AI/ML-Powered Integrated Business Planning

Maheshkumar Patil, SAP Process Lead, Generac Power Systems, Waukesha, WI, USA Sathish Krishna Anumula, Enterprise Architect, IBM Corporation, Detroit, MI, USA Rahul Bhawsar, Sr. Engagement Principal, Aera Technology Power Systems, Mountain View, CA, USA

ID 55    Rapid Manufacture of Backup Power Energy Infrastructure for AI Data Centers

Maheshkumar Patil, SAP Process Lead, Generac Power Systems, Waukesha, WI, USA

ID 58    From AI Investment to Operational Performance: The Mediating Role of Organizational Capabilities in AI-Enabled CRM Systems

Praveen Manimangalam, Florida International University, United States

ID 59    Geothermal Surface-Water Use in Lake Michigan: A Case Study of Discovery World, Milwaukee, Wisconsin

Madison Roeber, Milwaukee School of Engineering / Architectural Engineering – Building Mechanical Systems (BMS), United States

ID 60    Integrating Production and Repair Operations Through Data Driven Defect Flow Analytics for Yield and Resource Optimization in PCBA Manufacturing 

Ali Tahmasebi, Yingge Zhou and Daryl Santos, Systems Science and Industrial Engineering Department, Watson Institute for Systems Excellence (WISE), Thomas J. Watson College of Engineering and Applied Science, The State University of New York at Binghamton, Binghamton, NY, USA Sai Srikanth Reddy Kolli and Edward Wong, Foxconn Industrial Internet, Mount Pleasant, WI 53177, USA

ID 61    Improving Production Efficiency in a Chocolate SME through Continuous Flow, SMED and Poka-Yoke

Camila Panta-Mejia, Katya Pino-Ore, Gino Viacava-Campos and Jorge Antonio Corzo-Chavez, Carrera de Ingeniería Industrial, Universidad de Lima, Lima, Perú

ID 64    A Quality-Driven MILP Framework for Perishable Supply Chain with Arrhenius Degradation Kinetics

Damilola Chukwudy Badejo and Md Monirul Islam, Department of Industrial Management, Texas A&M University-Kingsville, Kingsville, TX, USA

ID 65    Proposal of a Model for Evaluating the Maturity of Industry 4.0 Implementation in the Steel Industry

Alexandre Pimentel Sampaio, PhD Program of Department of Economics, Management, Industrial Engineering and Tourism, University of Aveiro Aveiro, Portugal Ana Maria Pinto de Moura, GOVCOPP, University of Aveiro, Aveiro, Portugal Ricardo Henriques Leal, Director of Innovation Agency (AGIR), University of Federal Fluminense (UFF), Niterói, Brazil

ID 66    Improving Ambulatory Surgery Throughput Using SMED Approach

Moh’d Ragheb El-Sharo, Visiting Assistant Professor, Department of Engineering and Design, Western Washington University (WWU), Bellingham, WA, USA Mohammed Aboelsaoud, Medical Doctor, Underwood Center for Digestive Health, Huston Methodist, Huston, TX, USA

ID 67    Optimization of Service Level through Machine Learning, Linear Programming, and Standard Work in a Dark Kitchen

Esteban Puerta-Román, Cielo Luis-Barreto, Gino Viacava-Campos and Jorge Antonio Corzo-Chavez, Carrera de Ingeniería Industrial, Universidad de Lima, Lima, Perú

ID 70    Process Maturity as a Foundation for Digital Transformation: An Empirical Lean Six Sigma Study of Warehouse Operations

Shireen Al-Hourani, PhD., Associate Professor and Course Lead, Department of Quantitative Studies, University Canada West (UCW) Vancouver, BC, Canada Sharfuddin Ahmed Khan, PhD., Associate Professor and Associate Program Chair, Faculty of Engineering and Applied Science, University of Regina, Regina, Saskatchewan, Canada

ID 71    BreatheSmarter: A Low-Cost Smart Device for Early Detection of Asthmatic Attacks

Shriyadita De, Student at Montgomery Blair High School, Silver Spring, MD, USA

ID 73    Deep Learning-Based Real-Time Defect Detection for Automated Optical Inspection in Electronics Manufacturing

Mohammad Matahen and Daryl Santos, School of Systems Science and Industrial Engineering, State University of New York at Binghamton Binghamton, NY, USA Keng.I Lee and Xiyao Wang, Foxconn Industrial Internet, Mt Pleasant, WI, USA

ID 78    Machine Learning-Based Prediction of Rehabilitation Authorization Delays: A Multi-Method Analysis of Post-Acute Care Workflow

Omar Abueed, PhD Candidate, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), Binghamton, NY, USA Maya Abuarayes, Graduate Research Associate, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), USA Mohammad Abueed, PhD, Module Development Engineer, Intel Corporation, USA Yong Wang, Associate Professor, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), Binghamton, NY, USA

ID 79    Exploring Multivariate Techniques for Analyzing Kidney Stone Risk Factors: Logistic Regression and Cluster Analysis Approach

Omar Abueed, PhD Candidate, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), United States Audai Al-Akailah, PhD Candidate, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), United States Maya Abuarayes, Graduate Research Associate, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), USA Mohammad Abueed, PhD, Module Development Engineer, Intel Corporation, USA Shane Menezes, PhD Candidate, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), United States Yong Wang, Associate Professor, School of Systems Science and Industrial Engineering, Binghamton University (SUNY), United States

ID 80    Short-Term Medicaid Dropout Prediction Using Longitudinal Weekly Eligibility Data and Interpretable Machine Learning Models

Majed Aljamrah, Graduate Research Associate, School of Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY, USA Yong Wang, Associate Professor, School of Systems Science and Industrial Engineering, Binghamton University, State University of New York Binghamton, NY, USA

ID 81    Efficient Geographic Tiling System for JPEG2000 Satellite Imagery with Automated Coordinate Transformation and IDataMap Integration

Pranshu Desai, Graduate Research Assistant, School of Systems Science and Industrial Engineering, Binghamton University Binghamton, New York, USA Sangwon Yoon, Professor, School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, New York, USA Arnaud Gain, Director, ENSCO Avionics, Inc., Endicott, New York, USA Edward Parker, Senior Developer ENSCO Avionics, Inc., Endicott, New York, USA Yong Wang, Associate Professor and Associate School Director, School of Systems Science and Industrial Engineering, Binghamton University Binghamton, New York, USA

ID 82    Active Learning and Systems Thinking in Product Development Process Education in Engineering

Istefani Carísio de Paula and Rafael Faermann Korman, Department of Production and Transportation Engineering, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil

ID 83    Beyond Spatial Optimization: An Integrated Multi-Method Framework for Manufacturing Layout Redesign

Boris Christian Herbas Torrico, Research Professor, Tecnológico de Monterrey, Guadalajara, Mexico Alejandra Pamela Suarez García, Research Assistant, Bolivian Industrial Research and Development Group, Cochabamba, Bolivia René Carlos Cabero Villazón, Doctoral Student, Tecnológico de Monterrey, Guadalajara, Mexico Oscar Roberto Luján Sainz, Research Assistant, Bolivian Industrial Research and Development Group, Cochabamba, Bolivia

ID 84    Factors Associated With Length of Hospital Stay in Acute Ischemic Stroke

Cecília Von Mühlen Daronch, Luiza Borba Dittrich, Paula Veiga Cheuiche, Michel Jose Anzanello and Joana Siqueira de Souza, Department of Industrial Engineering, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil Carísi Anne Polanczyk and Ana Paula Beck da Silva Etges, National Institute of Science and Technology for Health Technology Assessment (IATS) Porto Alegre, RS, Brazil Ana Claudia de Souza, Neurology and Neurosurgery Department, Hospital Moinhos de Vento (HMV), Porto Alegre, RS, Brazil

ID 85    CNC Machine Selection Using Annual Cash Flow Analysis for a Medical Device Machine Shop

Alexander Collado-Méndez, Michaela F. Williams and Simran Dhingra, Bailey College of Engineering and Technology, Indiana State University, Terre Haute, Indiana, Affan Badar, Professor, Bailey College of Engineering and Technology, Indiana State University, Terre Haute, Indiana 47809, USA

ID 86    Ergonomics Sensing in Industry 5.0 Human-Robot Collaboration: Current Trends and Future Directions

Goksu Avdan, Assistant Professor, Department of Engineering Technology, Missouri Western State University, St. Joseph, MO, USA

ID 87    Facility Layout Optimization for an Original Equipment Manufacturer: An Industry-Engaged Capstone Project

Maria A. Fariña, Student, Department of Engineering Technology, Northwestern State University of Louisiana, Natchitoches, LA 71497, USA Md Shahriar J. Hossain, Department Head and Associate Professor, Department of Engineering Technology, Northwestern State University of Louisiana, Natchitoches, LA 71497, USA

ID 88    Assessment of Indoor Environmental Quality in Elementary School Classrooms in North Louisiana

Maria A. Fariña, Student, Department of Engineering Technology, Northwestern State University of Louisiana, Natchitoches, LA 71497, USA Md Shahriar J. Hossain, Department Head and Associate Professor, Department of Engineering Technology, Northwestern State University of Louisiana, Natchitoches, LA 71497, USA Michelle Morris, Professor, School of Education, Northwestern State University of Louisiana, Natchitoches, LA 71497, USA

ID 89    The Impact of Rewards on Teams and Individual Kaizen Participation

Aws Alattar, Sangwon Yoon and Yong Wang, School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA Justin Sturek, Senior TPS Manager, Toyota Material Handling North America (TMHNA), Greene, NY, USA

ID 90    Robust Vendor Managed Inventory Optimization with Stochastic Nonlinear Inverse Demand: A Data-Driven Swarm Intelligence Approach

Arvin Bahreini, Lundquist College of Business, University of Oregon, Eugene, Oregon, USA Mohammad Hossein Jalali, Graduate School of Management and Economics, Sharif University of Technology, Tehran, Tehran, Iran

ID 91    Design of a Supply Chain for the Reduction of Perishable Food Waste in Colombia, Considering the Regulatory Framework

Luisa Fernanda Jiménez Ramírez, Master’s student in engineering, Department of Industrial Engineering, University of Antioquia, Medellin, Colombia Pablo Andrés Maya Duque, Full Professor, Department of Industrial Engineering, University of Antioquia, Medellin, Colombia Juan Sebastián Jaen Posada, Full Professor, Department of Industrial Engineering, University of Antioquia, Medellin, Colombia Tasseda Boukherroub, Full Professor, Department of System Engineering, École de Technologie Supérieure, Montreal, Canada

ID 92    An AI-Governance Framework for Intelligent Decision-Making in Mineral Resource Management

Oladeji. O. Ige, Department of Materials Science and Engineering, Obafemi Awolowo University, Ile-Ife, Nigeria Department of Industrial Engineering, Durban University of Technology, Durban, South AfricaInstitute of System Science, Durban University of Technology, Durban, South Africa Felix Mora-Camino, Department of Industrial Engineering, Durban University of Technology, Durban, South Africa Oludolapo. A. Olanrewaju, Institute of System Science, Durban University of Technology, Durban, South Africa

ID 95    AI-Driven Two-Stage Stochastic Optimization for Autonomous Renewable Microgrids under Uncertainty

Carlos Marino, CENTRUM PUCP Graduate Business School, Peru

ID 110  Hospital Surgery Scheduling Optimization System: Development and Application Based on Image Recognition and AI Algorithms

Tsan-Wen Huang, Director, Department of Orthopaedic Surgery, Jen-Ai Hospital, Taichung, Taiwan Shao-Jen Weng, Professor, Department of Industrial Engineering & Enterprise Information, Tunghai University, Taichung, Taiwan Yao-Te Tsai, Associate Professor, Department of Information Management, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan

ID 111  Motorsports is More Than Entertainment: A Case Study About the Perfect Vehicle for Interdisciplinary Collaboration and Campus Cohesion

E Shirl Donaldson, College of Innovation and Technology, University of Michigan Flint, United States

ID 112  Integrating AI with Continuous Improvement Methodologies

Girish Kumar Gopalakrishnan, Senior Manager – Continuous Improvement North America, CNH (Case New Holland), Racine, WI, USA Paul Augustine, Senior Engineering Manager, Trane Technologies, La Crosse, WI, USA

ID 115  Strategic Economic Evaluation of Microsoft’s Post-Acquisition Gaming Portfolio Brett Hancock, Daniela Orta Castaneda and Travis Stevens, Bailey College of Engineering and Technology, Indiana State University, Terre Haute, Indiana 47809, USA Affan Badar, Professor, Bailey College of Engineering and Technology, Indiana State University, Terre Haute, Indiana 47809, USA

ID 116  Financial Advisory as a Service System: A Systematic Review of Value Co‑Creation, Functions, and Dominant Lenses

Vaughan Krumbock, Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa, Michelle Smit, Department of Industrial Engineering, Stellenbosch University, South Africa

ID 117  Beyond the Horizon: How Digital Twins and Agentic AI Are Reinventing Enterprise Supply Chain Management

Jacob Davison, Kangmin Liu, Xiaoyang Liu and Yuda Shao, Data Scientist, Ford Global Data Insight & Analytics, Ford Motor Company, Dearborn, MI, USA Chaoye Pan, Technical  Expert – Supply Chain Risk, Ford Global Data Insight & Analytics, Ford Motor Company, Dearborn, MI, USA Joseph Wyrzykowski, Supply Operations Senior Manager, Ford NA Consumer Business Group Purchasing, Ford Motor Company, Dearborn, USA

ID 119  Probability Distribution Selection in Monte Carlo Based Project Schedule Simulation of Highly Parallel Task Structures

Aaron Armstrong, Associate Professor, Industrial Engineering, Concordia University Wisconsin (CUW), Mequon, WI, USA Kehinde Irabor, Assistant Professor, Mathematics, Concordia University Wisconsin (CUW), Mequon, WI, USA

ID 122  Modeling the Impact of AI-Driven Productivity Gains on Corporate Profitability, Wages, and Employment

Aaron Armstrong, Associate Professor, Industrial Engineering, Concordia University Wisconsin (CUW), Mequon, WI, USA Benjamin Geoffroy, Lean and Digitalization Coordinator, Robert Bosch LLC, Arlington Heights, IL, USA

ID 123  Adaptive PID Control for Manufacturing Process Optimization: A Multi-Objective Industrial Engineering Decision Framework Using AHP and Simulation Modelling

Olalekan O. Ige, Department of Process Automation and Control Optimization, WESTPAQ Engineering, Eko Atlantic City, Lagos, Nigeria David Di Ruscio, Faculty of Technology, Natural sciences and Maritime Sciences, The University College of Southeast, Norway Oladeji. O. Ige, Department of Materials Science and Engineering, Obafemi Awolowo University, Ile-Ife, Nigeria Department of Industrial Engineering, Durban University of Technology, Durban, South AfricaInstitute of System Science, Durban University of Technology, Durban, South Africa Oludolapo. A. Olanrewaju, Department of Industrial Engineering, Durban University of Technology, Durban, South Africa Institute of System Science, Durban University of Technology, Durban, South Africa

ID 124  The Sustainability–Resilience Gap in Green Energy Supply Chains: A Multi-Layer Alignment Theory

Ashish Chandra, College of Business, Illinois State University, Normal, IL, 61761, USA

ID 127  From Desire to Discipline: The Evolution of Oxbow’s Continuous Improvement Program

Sanjiv Dhanjal and Karla Gonzalez, Oxbow Calcining International LLC., The Woodlands TX, USA

ID 128  Machine Learning in the Mortgage Industry: A Comprehensive Review

Sajede Farahani, PhD. Candidate, Industrial & Manufacturing Engineering, University of Wisconsin-Milwaukee (UWM), Milwaukee, WI, USA Wilkistar Otieno, Associate Professor and Past Chair, Industrial & Manufacturing Engineering, University of Wisconsin-Milwaukee (UWM) Milwaukee, WI, USA

ID 129  Methodological Challenges in Carbon Footprint Accounting Across Global Supply Chains

Isabella Coleman, Department of Industrial & Manufacturing Engineering, Kettering University, Flint, MI, USA Farnaz Ghazi-Nezami, Associate Professor and Interim Department Head, Department of Industrial & Manufacturing Engineering, Kettering University, Flint, MI, USA

ID 130  Medium-Term Water Quality Forecasting Using Prophet and Gradient Boosting Ensembles: Projecting Management Scenarios for Brazil’s Paraíba do Sul Basin Through 2030

Hugo Pimentel Tavares, Ebenézer de Paula Carvalho, Nilo Antônio de Souza Sampaio, Ronald Palandi Cardoso, Maria da Glória Diniz de Almeida, João Ercio Miranda Junior, and Michelle França Rabelo Cunha, Department of Environmental Engineering (PEAMB), Rio de Janeiro State University (UERJ), Rio de Janeiro, RJ, Brazil

ID 131  Lightweight Machine Learning-Based Dynamic Load Balancing for Distributed Object Storage Systems

Naman Subedi, Bo Sun, MD Masud Rana and Frank Sun, Department of Computer Science, Lamar University, Beaumont, Texas, USA Helen H. Lou, Dan F. Smith Department of Chemical & Biomolecular Engineering, Center for Data Analytics and Cybersecurity, Lamar University Beaumont, Texas, USA Alek Hutson, Center for Midstream Management and Science, Lamar University, Beaumont, Texas, USA

ID 132  Improving On-Time Order Fulfillment through SOPs, 5S, and Standard Work in a Peruvian Metalworking Company

Renzo Paolo Guevara Caro and Francisco Javier Tapia Lishner, Universidad de Lima, Faculty of Engineering, Lima, Peru Paul Angello Daniel Sanchez-Soto and Carlos Alberto Galvez Zarate, Universidad de Lima, Faculty of Engineering, Lima, Peru

ID 133  Activity-Based Cost Analysis Through WITNESS 27 Discrete Event Simulation Modeling

Tomasz Kantoch, Production Systems and Digitalization, ZF Life-Tec Germany GmbH, Alfdorf, Germany Neil G. Murray Jr., A. Leon Linton Department of Mechanical, Robotics and Industrial Engineering, Lawrence Technological University Southfield, MI 48075, USAPassive Safety Electronics Senior Technical Specialist, ZF Corporation, Farmington Hills, MI 48331, USA

ID 134  Extent of 3D Printing Use in Manufacturing and Service Sector: A Literature Review

Biszan Mukwelle, College of Science, Engineering and Technology, Minnesota State University Mankato (MSU), Mankato, MN, USA Pawan Bhandari, Assistant Professor, Department of Auto and Manufacturing Engineering Technology, Minnesota State University Mankato (MSU) Mankato, MN, USA

ID 135  Artificial Intelligence Approaches for Flood Risk Assessment: A Literature Review

Maahi Mehta, Student, West Windsor Plainsboro High School South, West Windsor, NJ, USA Ayesha Siddiqua Dina And Sathish Chandra Akula, Professor, Department of Computer Science, Florida Polytechnic University, Lakeland, FL, USA

ID 150  A Large-Scale Comparative Study of Machine Learning, Deep Learning, and Transformer Models for Persian E-Commerce Sentiment Analysis

Roohollah Jahanmahin and Sara Masoud, Department of Industrial & Systems Engineering, Wayne State University, Detroit, MI, USA

ID 151  A Comparative Survey of Immersive Learning for Operator, Maintenance, and Safety Training in Energy Systems

Nadia Anjum, Department of Industrial & Systems Engineering, Wayne State University, Detroit, MI, USA Sara Masoud, Assistant Professor, Department of Industrial & Systems Engineering, Wayne State University, Detroit, MI, USA Murat Yildirim, Associate Professor, Department of Industrial & Systems Engineering, Wayne State University, Detroit, MI, USA Feng Qiu, Argonne National Laboratory, Lemont, IL, USA

ID 153  A Greedy First-Fit Heuristic for Reallocating Outpatient Surgeries from Main OR to Ambulatory Surgery Center

Ahmed Gailan Qasem, School of Health Profession, University of Alabama at Birmingham (UAB), Birmingham, AL, USA Thomas J. Kayal and Lori Pelletier, Connecticut Children’s Medical Center, Hartford, CT, USA Bunyamin Ozaydin and Abdulaziz Ahmed, School of Health Profession, University of Alabama at Birmingham (UAB), Birmingham, AL, USA

ID 154  Active Learning for Scalable Set-Based Design in High-Dimensional End-State Spaces

Roohollah Jahanmahin, Sara Masoud, Murat Yildirim, Evrim Dalkiran, Ratna Babu Chinnam and Alper Murat, Department of Industrial & Systems Engineering, Wayne State University, Detroit, MI, USA Suzan Arslanturk, Department of Computer Science, Wayne State University, Detroit, MI, USA Maryam Eghbalizarch, Assistant Professor, Department of Industrial & Systems Engineering, Kennesaw State University, Kennesaw, GA, USA Neda Masoud, Associate Professor, Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, MI, USA

ID 155  Chiller Assembly Line Optimization Using a Six Sigma DMAIC Approach

Azucena Minerva García-León, Iván Guillermo González-Palomo, Carolina Solís-Peña and Patricia Gómez-Fuentes, Professor of Industrial Engineering and Management, School of Chemical Science, Universidad Autónoma de Nuevo León, San Nicolás de los Garza, Nuevo León, México

ID 156  Digital Twin Experimentation to Evaluate the Complementarity Between Lean Maturity and Industry 4.0 Adoption

Mauricio Torres-Torres, Azucena Minerva García-León, Elí González-Trejo and Soraya Concepción Elizondo-Jiménez, School of Chemical Science Professors of Industrial Engineering and Management, Universidad Autónoma de Nuevo León, San Nicolás de los Garza, Nuevo León, México

ID 157  Integrating Lean and Industry 4.0 in Transportation Logistics: A Case Study of Cost Reduction and Digital Transformation

Girish Kumar Gopalakrishnan, Senior Manager – Continuous Improvement North America, CNH (Case New Holland), Racine, WI, USA Senthilkumar Thiyagarajan, Independent Researcher

ID 158  Agentic AI-Driven Microgrid Energy Management for Resilient Renewable Energy Communities

Md Monirul Islam, Assistant Professor, Industrial Management & Technology, Texas A&M University-Kingsville, Kingsville, TX, USA Nuri Yilmazer, Associate Professor, Electrical Engineering and Computer Science, Texas A&M University-Kingsville, Kingsville, TX, USA Abdallah Farraj, Associate Professor, Electrical Engineering, Texas A&M University-Texarkana (RELLIS Campus), Bryan, TX, USA Baisravan HomChaudhuri, Assistant Professor, Mechanical Engineering, Lamar University, Beaumont, TX, USA

ID 160  Predictive Modeling of Human Fatigue and Recovery in Industrial Systems

Sahand Hajifar, Assistant Professor, Information Systems and Business Analytics, Park University, Parkville, MO, USA Setareh Kazemi Kheiri, Assistant Professor, Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA Fadel M. Megahed, Raymond E. Glos Professor, Information Systems and Analytics, Miami University, Oxford, OH, USA Lora A. Cavuoto, Professor, Industrial and Systems Engineering, University at Buffalo, Buffalo, NY, USA Hongyue Sun, Associate Professor, Mechanical Engineering, University of Georgia, Athens, GA, USA

ID 161  Analysis of Increased Production Capacity in a Manufacturing Company Using the A3 Report

María de los Ángeles Martínez-Mercado, Elva Patricia Puente-Aguilar, Daniela del Carmen Bacre-Guzmán and Argelia Vargas-Moreno, School of Chemical Science, Professors of Industrial Engineering and Management, Universidad Autónoma de Nuevo León, San Nicolás de los Garza, Nuevo León, México

ID 162  Interactive Outdoor Learning Center: Smart Irrigation for Hands-On STEM Learning

Brad Powell, Brett Brady, Spencer Yellott, Sterling Player, Craig Caskey, Xinjia Chen and Md Shahriar Hossain, Department of Engineering Technology, Northwestern State University, Natchitoches, LA 71457, USA

ID 163  Deployment-Efficient Multimodal Human–Robot Interaction Using Voice Commands and Color Verification in Structured Workspaces

Lokesh Rao Gujja, Department of Engineering Technology, Purdue University Northwest, United States Jayanth Chillarige, Department of Electrical and Computer Engineering, Purdue University Northwest, United States Sesha Raghavendra Srinivas Subnivis, Department of Engineering Technology, Purdue University Northwest, United States Sunil Kumar Kalagarla, Department of Electrical and Computer Engineering, Purdue University Northwest, United States Maged Mikhail, Department Chair, Department of Engineering Technology, Purdue University Northwest, United States

ID 164  Productivity Improvement and Operational Efficiency in Office Furniture Manufacturing: A Work Study Case in Northeastern México

Elva Patricia Puente-Aguilar, María de los Ángeles Martínez-Mercado, Azucena Minerva García-León, Arlethe Yari Aguilar-Villarreal and Nury Margarita Leal-Rendón, Department of Industrial Engineering and Management, School of Chemical Science, Universidad Autónoma de Nuevo León, San Nicolás de los Garza, Nuevo León, México

ID 165  Integrating Smart Thermostat and Weather Forecasting Data for Real-Time HVAC Efficiency Optimization in Residential Buildings

Yaman Pandey, Department of Automotive and Manufacturing Engineering, Minnesota State University, Mankato, Mankato, MN, USA Pawan Bhandari, Ph.D., Professor, Department of Automotive and Manufacturing Engineering, Minnesota State University, Mankato, MN, USA

ID 166  Performance Analysis of High-Speed Machine Vision Inspection in Automated Bottling Systems: A Comparative Study of Static vs. Dynamic Performance

Sesha Raghavendra Srinivas Subnivis, Doctoral Research Student, Mechatronics, Department of Engineering Technology, Purdue University Northwest (PNW), Hammond, IN, USA Lokesh Rao Gujja, Department of Engineering Technology, Purdue University Northwest (PNW), Hammond, IN, USA Maged Mikhail, Professor, Department Chair, Engineering Technology, Purdue University Northwest, Hammond, IN 46323, USA

ID 167  Present Bias and Short-Form Content Addiction on Social Media Platforms: A Game-Theoretic Model

Yilin Guo, College Park High School, The Woodlands, TX, United States

ID 168  Building a Scalable Data Lakehouse at Lamar University: Automated Infrastructure for Processing, Analytics, Machine Learning, and Archival

Naman Subedi, Md Masud Rana, Bo Sun and Frank Sun, Department of Computer Science, Lamar University, Beaumont, Texas 77705, USA Helen H. Lou, Department of Chemical Engineering, Lamar University, Beaumont, Texas 77705, USA Alek Hutson, Center for Midstream Management and Science (CMMS), Lamar University, Beaumont, Texas 77705, USA

ID 182  Predicting and Reducing Product Returns in Modern Retail

Henry M Ndeleko, Southern Arkansas University, Magnolia, Arkansas, USA Hayder Zhgair, Southern Arkansas University, Magnolia, Arkansas, USA

ID 183  Simulation as a Strategic Decision-Support Tool: A Review of Current Practices and Future Directions

Sana Bhimani, Southern Arkansas University Tech, East Camden, Arkansas, USA Southern Arkansas University, Magnolia, Arkansas, USA Hayder Zhgair, Southern Arkansas University, Magnolia, Arkansas, USA

ID 186 Customer Retention in the Mining Sector: A Systematic Review of Frameworks, Methodologies, and Engineering Design Implications

Mungayi Macheke, Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa Michelle Smit, Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa

ID 190  Digitizing Manufacturing Systems through Digital Twin Driven Virtual Platform

Faria H Bhuiya and Ilya Avdeev, University of Wisconsin-Milwaukee, United States

ID 191  AI-Augmented 8D Problem Solving:A Design Science Framework for Intelligent Quality Management

Siva Ravi, Director Operational Excellence, Marketing Card Technology, LLC, Downers Grove, IL, USA Girish Kumar Gopalakrishnan, Senior Manager – Continuous Improvement North America, CNH (Case New Holland), Racine, WI, USA

ID 193  FANUC Robotics Labs for Industry 5.0 Manufacturing: A Flipped Learning Approach in Computer Integrated Manufacturing (CIM) Course

Goksu Avdan, Assistant Professor, Department of Engineering Technology, Missouri Western State University, St. Joseph, MO, USA

ID 194  Application of Lean Principles to Reduce Waste in the Stamping Process of Automotive Parts

Seksan Wanchai, Industrial Engineering, Institute of Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand Jongkol Srithorn, Industrial Engineering, Institute of Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand

ID 195  Aligning Academia with Industry: An AI-Powered Curriculum Intelligence Platform for STEM

Sana Bhimani, Instructor – Data Science, Southern Arkansas University Tech, East Camden, Arkansas, USA Master of Science in Business Analytics, Southern Arkansas University, Magnolia, Arkansas, USA Seema Powar and Hayder Zhgair, Southern Arkansas University, Magnolia, Arkansas, USA

ID 196  Server-Driven UI as a Framework for Real-Time Regulatory Compliance in Cryptocurrency Trading Platforms

Leandro Fernandes de Oliveira, Independent Researcher, Calgary, Alberta, Canada

ID 197  The Importance of Human Critical Thinking in the Validation of AI-Generated Code in Software Development Projects: A Systematic Literature Review

Leandro Fernandes de Oliveira, Independent Researcher, Calgary, Alberta, Canada

ID 205  Assessment of Walking Ability in Parkinson’s Patients using Three- dimensional Plantar Pressure Sensors

Tianrui (Terry) Zhang, High School Junior, Industrial & Manufacturing Engineering, Kent School, Kent, CT, USA

ID 206  Real Time Industrial Energy Monitoring Using IoT and Edge Computing for Sustainability and Carbon Tracking

Aditya Krishan Goel, Class XI, The Shri Ram School, Aravali, Gurgaon, HR, India

ID 207  Microplastic-Induced Changes in Common Bean Rhizosphere Bacterial Communities Revealed by 16S rRNA Sequencing

Suyeon Moon, Student Researcher, McLean High School, McLean, Virginia, USA Yu Jin Lee, Faculty, Johns Hopkins University, Baltimore, Maryland, USA

ID 208  GridGuardian: A National-Scale Digital Twin Utilizing Multi-Head Self-Attention Bi-LSTMs and Physics-Based Simulations for Power Grid Resiliency

Aditya Vengata, High School Team, United States Srivanth Dasu, High School Team, United States Srivanth Dasu, High School Team

ID 210  Customer Retention in Digital Banking: A Systematic Review of Loyalty Foundations, Digital Transformation, Service Innovation, and Decision-Support Implications

Lynn-Jay Hendricks, Department of Industrial Engineering, Stellenbosch University, Stellenbosch, South Africa Michelle Smit, Department of Industrial Engineering, Stellenbosch University, South Africa

ID 211  A Multi-Criteria Decision Framework for Dynamic Work Order Prioritization in Multi-Constrained Manufacturing Environments.

Nidhi Hiran, Graduate Research Associate, School of System Science and Industrial Engineering, Binghamton University (BU), Binghamton, NY, USA Aditya Shobhawat, Senior Manager, Foxconn Industrial Internet, Mount Pleasant, WI, USA Yingge Zhou, Assistant Professor, School of System Science and Industrial Engineering, Binghamton University (BU), Binghamton, NY, USA

ID 212  Multichannel Acoustic Feature Fusion for Predictive Maintenance in High-Speed Robotic Manufacturing

Md Omar Al Javed, Mechanical and Nuclear Engineering, Tennessee Technological University, Cookeville, TN, USA Ayantha Senanayaka, Manufacturing and Engineering Technology, Tennessee Technological University, Cookeville, TN, USA

ID 213  An Interpretable XGBoost and GPT-Assisted Data Lakehouse Model for Predicting Community-Level Chronic Illness and Long COVID Vulnerability Scores

Ronish Shrestha, Lamar University, United States

ID 214  A Multi-stage Energy Optimization Framework for Large Language Models Under Uncertainty

Yara A. Asiri, Abdulelah A. Alathwan, Jana S. Alsaqrah, Feras A. Al Omar and Mohammed M. Alqahtani, Department of Industrial Engineering, College of Engineering, King Khalid University Abha, Saudi Arabia

ID 215  A Systematic Benchmark of Machine Learning Models for Last-Mile Delivery Delay Prediction with Interpretability Analysis

Arvin Bahreini, Lundquist College of Business, University of Oregon, Eugene, Oregon, USA Arman Nikkhah, Department of Computer Science, The University of Texas at Dallas, Richardson, Texas, USA

ID 216  A Policy-Based Rough Optimization with Large Neighborhood Search for Dual-Resource Flexible Job Shop Scheduling Under Time-of-Use Electricity Tariffs

Saurabh Singh, PhD Candidate and Teaching Assistant, Department of Industrial, Systems & Manufacturing Engineering, Wichita State University, Wichita, KS, USA Ehsan Salari, Associate Professor, Department of Industrial, Systems & Manufacturing Engineering, Wichita State University, Wichita, KS, USA Deepak Gupta, Professor, Department Chair, and Graduate Coordinator, Department of Industrial, Systems & Manufacturing Engineering, Wichita State University, Wichita, KS, USA Competition

ID 218  Influence of Artificial Intelligence on the Design of Composite Materials for Industrial and Automotive Applications: A Review

Ayodele Abraham Ajayi, Postdoctoral Research Fellow, Industrial, Operational & Manufacturing Engineering, Vaal University of Technology (VUT), Vanderbijlpark, JHB, South Africa Mukondeleli Grace Kanakana Katumba, Teaching and Learning Portfolio, Industrial, Operational & Manufacturing Engineering, Vaal University of Technology (VUT), Vanderbijlpark, JHB, South Africa

ID 219  Artificial Intelligence For Effective Student Support

Mukondeleli Grace Kanakana Katumba, Teaching and Learning Portfolio, Industrial, Operational & Manufacturing Engineering, Vaal University of Technology (VUT), Vanderbijlpark, JHB, SA Ayodele Abraham Ajayi, Postdoctoral Research Fellow, Industrial, Operational & Manufacturing Engineering, Vaal University of Technology (VUT), Vanderbijlpark, JHB, SA George Katumba, Chemical Engineering Department, Tshwane University of Technology, Pretoria, SA Thierry Yonga Chuengwa, Industrial Engineering, Tshwane University of Technology, Pretoria, SA

ID 220  Reducing Small Satellite Mission Failures through Model-Based Systems Engineering: A SysML-Driven Case Study

Iqtiar Md Siddique, Department of Industrial, Manufacturing and Systems Engineering, The University of Texas at El Paso, USA

ID 221  AI-Enabled Digital Engineering for Complex Systems: An Industry-Oriented Framework for Decision-Making and Integration

Iqtiar Md Siddique, Department of Industrial, Manufacturing and Systems Engineering, The University of Texas at El Paso, USA

ID 222  The Role of Clinical Risk Management and Quality and Safety Departments for the Resilient Management of Workarounds: A Study of Barcode Medication Administration

Danielli Cossul, Tarcisio Abreu Saurin and Luisa Eder de Azevedo, Industrial Engineering Post-Graduate Program, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil Ricardo de Souza Kuchenbecker and Gabriela Wingert Nunes, Clinical Risk Management Department, Hospital de Clínicas de Porto Alegre Porto Alegre, RS, Brazil Helena Barreto dos Santos and Simone Silveira Pasin, Quality and Safety Department, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil

ID 223  Preparation and Quality Evaluation of Cookies Incorporated with Chickpea and Corn Flour

Aakriti Kuikel, Kinesiology, Health, Food & Nutritional Sciences Department, University of Wisconsin, Stout, Menominie, WI, USA Yaman Pandey, Department of Automotive and Manufacturing Engineering, Minnesota State University, Mankato, MN, USA Pawan Bhandari, Ph.D., Professor, Department of Automotive and Manufacturing Engineering, Minnesota State University, Mankato, MN, USA

ID 237  Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability

Nazanin Nezami, and Hadis Anahideh, University of Illinois Chicago, Chicago, Illinois, USA

ID 238  Why Agentic AI Stalls in Supply Chains: Insights from 32 Industry Leaders and a Framework for Foundational Enablement

Prabhat Rao Pinnaka, Supply Chain & AI Practitioner, United States Sukanya Bollineni, Supply Chain & AI Practitioner, United States

ID 239  Experimental Evaluation of Fan Speed Control and Physical Placement Effects on Thermal Performance of a Hybrid Liquid–Air Cooled Desktop System

Sheriff Ayofe and Pawan Bhandari, Ph. D., Department of Automotive and Manufacturing Engineering Technology, Minnesota State University Mankato, MN 65001, USA

ID 241  RSM–Monte Carlo–AHP Optimization of Steel Slag–Sawdust Ash Subgrade Stabilization

Fisayo E. Elufowoju, Department of Civil Engineering, Obafemi Awolowo University, Ile-Ife, Nigeria Adeyemi B. Fajobi, Department of Civil Engineering, Obafemi Awolowo University, Ile-Ife, Nigeria Oladeji. O. Ige, Department of Materials Science and Engineering, Obafemi Awolowo University, Ile-Ife, Nigeria Department of Industrial Engineering, Durban University of Technology, Durban, South AfricaInstitute of System Science, Durban University of Technology, Durban, South Africa Oludolapo. A. Olanrewaju, Department of Industrial Engineering, Durban University of Technology, Durban, South Africa Institute of System Science, Durban University of Technology, Durban, South Africa

ID 242  Stress-Conditioned Monte Carlo Modeling of Stockout Risk on the Savannah-Atlanta Lane

Neil Sharma and Aditya Manchanda, Independent Researchers, Alpharetta, GA, USA

ID 243  Assessment of Present Challenges of Bangladesh Ship Recycling Industry and Way Forward

Khandakar Akhter Hossain, Vice Chancellor, Bangladesh Maritime University, Dhaka, Bangladesh Sharmin Hasan, Vice President (Health, Welfare & Counselling), BNFWA Central Committee, Bangladesh Navy Headquarters, Banani, Dhaka

ID 244  Study on Evaluation of Potentials and Challenges of Smart Cities in Contemporary Era

Khandakar Akhter Hossain, Vice Chancellor, Bangladesh Maritime University, Dhaka, Bangladesh Sharmin Hasan, Vice President (Health, Welfare & Counselling), BNFWA Central Committee, Bangladesh Navy Headquarters, Banani, Dhaka, Bangladesh

ID 248  An Adaptive Reinforcement Learning Framework for Real-Time Supply Chain Routing Under Dynamic Economic and Weather Disruptions

Abhishek Kumar, Department of Information Technology, University of the Cumberlands, Williamsburg, KY, USA

ID 253  Artificial Intelligence and Circular Value Chains: Potential for Strengthening Environmental Sustainability

Diego Karachas, Professor, Industrial Engineering, Open and Distance National University – UNAD, Bogotá, Colombia José Martin Díaz Pulido, Professor, Industrial Engineering, Open and Distance National University – UNAD, Bogotá, Colombia Woody Figueroa Peinado, Professor, Industrial Engineering, Open and Distance National University, Bogotá, Colombia

ID 254  Science, Technology, and Digital Transformation: Educational Innovation Strategies for Entrepreneurship Development

José Martin Díaz Pulido, Professor, Industrial Engineering, Open and Distance National University – UNAD, Bogotá, Colombia Diego Karachas, Professor, Industrial Engineering, Open and Distance National University – UNAD, Bogotá, Colombia Woody Figueroa Peinado, Professor, Industrial Engineering, Open and Distance National University, Bogotá, Colombia

ID 255  Smart Logistics: The Role of Artificial Intelligence in Value Network Management

Woody Figueroa Peinado, Professor, Industrial Engineering, Open and Distance National University – UNAD, Bogotá, Colombia José Martin Díaz Pulido, Professor, Industrial Engineering, Open and Distance National University – UNAD, Bogotá, Colombia Diego Karachas, Professor, Industrial Engineering, Open and Distance National University – UNAD, Bogotá, Colombia

ID 256 Artificial Intelligence and Open-Source Models – The New Frontier of Systemic Risk

Mpho Mokgathi, Department of Commercial Accounting, College of Business and Economics, University of Johannesburg, Johannesburg, Republic of South Africa Omobolade Stephen Ogundele, Department of Commercial Accounting, College of Business and Economics, University of Johannesburg, Johannesburg, Republic of South Africa

ID 259  Model to Improve Productivity in Footwear Manufacturing through PM, 5S, SW and SLP

Guiomar Franchesca Moron Nuñez and Jose Luis Campos Arzapalo, Carrera de Ingeniería Industrial, Universidad de Lima, Lima, Perú Carlos-Augusto Lizárraga-Portugal, Research Profesor, Carrera de Ingeniería Industrial, Universidad de Lima, Lima, Perú

ID 260  Toward Integrated AI-Powered Autonomous Agents for End-to-End Data Analysis and Task Automation

Hafiz Noman Javad, Praneet Kc and Hayder Zghair, Southern Arkansas University, United States

ID 261  Human-in-the-Loop Decision Support for Water-Quality Monitoring Using Interpretable Machine Learning

Azeez Adamolekun, Department of Industrial & Systems Engineering, North Carolina A&T State University, Greensboro, NC, USA Clement Alabi, Department of Industrial & Systems Engineering, North Carolina A&T State University, Greensboro, NC, USA Younho Seong, Professor, Department of Industrial Engineering & Systems Engineering, North Carolina A&T State University, Greensboro, NC, USA Sun Yi, Professor, Department of Mechanical Engineering, North Carolina A&T State University, Greensboro, NC, USA Dongyang Deng, Associate Professor, Department of Built Environment, North Carolina A&T State University, Greensboro, NC, USA

ID 262  Mathematical Modelling to Facilitate Understanding Constraints Associated with Cyberattacks Mitigation in a P2P-based Energy Trading System

Oluwaseun O. Tooki and Olawale M. Popoola, Centre for Energy and Electric Power (CEEP), Electrical Engineering Department, Tshwane University of Technology, Pretoria, South Africa

ID 263  Temporal Interference Neurostimulation for Atypical Trigeminal Neuralgia: A Sensor-Driven Data-Enhanced Approach

Bishop Egwe, Oluwaseun O Tooki and Aduramigba Lazarus, Electrical and Electronic Engineering Department, University of Ibadan, Ibadan, Nigeria Olawale Popoola, Professor, Centre for Energy and Electric Power (CEEP), Electrical Engineering Department, Tshwane University of Technology Pretoria, South Africa

ID 264  Data-Driven Analysis and Scenario Modeling of Hurricanes

Rudra Brahmbhatt, Mechanical & Industrial Engineering, University of New Haven, West Haven, CT, USA Marzieh Soltanolkottabi, Assistant Professor, Mechanical & Industrial Engineering Ali Tolooie, BBA Program Director & Assistant Professor, Supply Chain Management, Mercer University, Macon, GA, USA

ID 270  Automatic Barrier Deployment Using Multimodal Machine Learning for Rapid Protective Response

Advait Wahi, Student, Eastlake High School, Sammamish, WA, United States

ID 271  Lane Feature-Based Localization via ICP Map Alignment

Briana Popa, Ali Irshayyid and Jun Chen, Department of Electrical and Computer Engineering, Oakland University, Rochester, MI, USA

ID 272  Fatigue-aware Motion Prediction in Collaborative Assembly

Thierry Yonga Chuengwa, Industrial Engineering, Tshwane University of Technology, Staatsartillerie Rd, Pretoria West, Pretoria, 0183, South Africa Mukondeleli Grace Kanakana Katumba, Teaching and Learning Portfolio, Industrial, Operational & Manufacturing Engineering, Vaal University of Technology (VUT), Andries Potgieter Blvd, Vanderbijlpark, 1900, South Africa Jan Adriaan Swanepoel, Industrial Engineering, Tshwane University of Technology, Staatsartillerie Rd, Pretoria West, Pretoria, South Africa Anish Mathew Kurien, Industrial Engineering, Tshwane University of Technology, Staatsartillerie Rd, Pretoria West, Pretoria, South Africa

ID 274  Industry 4.0, Lean Subsystems, and the Productivity-Resilience Dilemma in Saudi Arabian Supply Chains: A Socio-Technical Systems Analysis

Mutab Z. Alenzy, Department of Management, College of Business Administration in Yanbu, Taibah University, Yanbu, Saudi Arabia

ID 275  Sustainable Development Goals in a Maritime and Port Maintenance Company in Tuxpan, Veracruz, Mexico

Lila Margarita Bada Carbajal, Senior Lecturer of Management, Instituto Tecnológico Superior de Álamo Temapache, Tecnólogico Nacional de México Hiram Alejandro Wall Martínez, Senior Lecturer of Engineering, Instituto Tecnológico Superior de Álamo Temapache, Tecnólogico Nacional de México Lilia Lizbeth Cortes Flores, Escuela Superior de Comercio y Administración Unidad Santo Tomás, Instituto Politécnico Nacional, Mexico Oscar Eduardo Rivas Aguilar, PhD Student, Doctoral Program in Science in Environmental and Sustainability Studies, Centro Interdisciplinario de Investigaciones y Estudios sobre Medio Ambiente y Desarrollo, Instituto Politécnico Nacional, Mexico

ID 279  Analysis of Batch vs. One-Piece Flow Manufacturing of Spherical Bearing Assembly Process

Angel Rivera, Joel Romero and Max Gargano, Manufacturing Engineering Undergraduates, Department of Engineering and Desing Western Washington University (WWU), Bellingham, WA, USA Moh’d Ragheb El-Sharo, Associate Professor, Industrial and Systems Engineering Program, Department of Engineering and Desing Western Washington University (WWU), Bellingham, WA, USA

ID 283  Integrated MRP, Standard Work, and FEFO Model to Reduce Stockouts of Medical-Surgical Supplies

Melany Ramirez Tapia, Samantha Reyes Ramirez, Javier Castillo Tejada and Gustado Adolfo Luna Victoria León, Faculty of Engineering Universidad de Lima, Lima, Peru

ID 284  Exploring the Interplay between International Trade and Industry 5.0: The Role of Collaboration

Alexandre Koscianski Vidal, Master’s student, Department of Applied Social Sciences, Federal University of Paraná (UFPR), Curitiba, PR, Brazil Guilherme Francisco Frederico, Professor, Department of Applied Social Sciences, Federal University of Paraná (UFPR), Curitiba, PR, Brazil

ID 285  AI-Based Automated Writing Feedback System for Student Revision Support

Taha Nazir, Independent Researcher, United States

ID 287  A Tariff Exposure Propagation Index for Measuring Hidden Supply-Chain Vulnerability: Evidence from the 2025–2026 U.S. Tariff Shock

Sivalingam Thangavel, Independent Researcher, San Ramon, CA, USA

ID 288  Design and Development of ResiClean: An Automated Resin 3D Printing Post-Processing System

Bershell Reynaud, Minelis Brito, Mya Alford, Amaya Simpson and Chiemeka Osiagwu, Department of Biological and Agricultural Engineering, Louisiana State University, Baton Rouge, LA 70803, USA

ID 289  Mini Carbon Dioxide Capture System Design

Uğur Poyraz Dalkılıç and Alp Faik Kavak, Private Çankaya Beştepe College Middle School, Ankara

ID 290  Toward Farmer Centric AI in Agricultural Supply Chains, A Pilot Fuzzy Classifier Study Fasal AI Dost (Crop’s AI Friend)

Shraddha Gawankar, Assistant Professor for Practice, Economics and Decision Sciences, Beacom School of Business, University of South Dakota United States

ID 292  Design for Longevity vs. Planned Obsolescence: A Sustainable Product Design and Business Model Comparison between Germany and the USA

Sebastian Christaller, PhD Student at CARRI Center for Applied Research in Responsible Innovation Munich, Munich University of Applied Sciences Lothstraße 34, 80335 Munich, Germany Franziska Christaller and Valentina Arnold, Department of Data Science & Business Analytics, Engineering Management, Florida Polytechnic University, Lakeland, F L 33805, USA Shahram Taj, Professor and Chair of Continuing Education & Industry-Academic Integration, Department of Data Science & Business Analytics Florida Polytechnic University, Lakeland, FL 33805, USA

ID 293  Sustainable Development and Green Job Creation in Canada’s EV Battery Recycling Sector

Muhammad Nadeem Akram and Walid Abdul-Kader Abdul, Industrial Engineering Program, MAME Department, University of Windsor, Windsor, Ontario, Canada

ID 312  Behavioral Determinants of Occupational Safety Implmenetation in Indonesian Nickel Mining

Nur Ilmi Aulia Ahlan, Student of Department of Mining Engineering, Faculty of Engineering, Hasanuddin University, Makassar, South Sulawesi, Indonesia Aryanti Virtanti Anas, and Rini Novrianti Sutardjo Tui, Lecturer of Department of Mining Engineering, Faculty of Engineering, Hasanuddin University, Makassar, South Sulawesi, IndonesiaSupply Chain and Logistics Competition sponsored by aThingz

ID 313  A Decision-Support Framework for Supplier Evaluation in the Automotive Industry: Integrating Traceability Compliance Using AHP

Rifka Beby Dwiayuni, Industrial Engineering Study Program, University of Indonesia (UI), Jakarta, Indonesia Akhmad Hidayatno, Industrial Engineering Department, University of Indonesia (UI), Jakarta, Indonesia

ID 314  Impact of Geological Conditions on Coal Resource Estimation Accuracy Using Ordinary Kriging: A Case Study at PT. Mutiara Merdeka Jaya

Nofyan Alvian Alimnur, Student of Department of Mining Engineering, Faculty of Engineering, Hasanuddin University, Makassar, Indonesia Sri Widodo, Lecturer of Department of Mining Engineering, Faculty of Engineering, Hasanuddin University, Makassar, South Sulawesi, Indonesia Ulva Ria Irfan, Lecturer of Department of Mining Engineering, Faculty of Engineering, Hasanuddin University, Makassar, South Sulawesi, Indonesia

ID 315  Energy-Constrained Vertiport Location Optimization for Advanced Air Mobility Emergency Logistics in Northeastern North Carolina

Kuldeep Rawat, Thorpe Endowed Professor and Dean, Department of Mathematics, Computer Science, and Engineering Technology, Elizabeth City State University, Elizabeth City, NC, USA Kevin Kupietz, Associate Professor and Chair, Department of Aviation and Emergency Management, Elizabeth City State University, Elizabeth City, NC, USA

ID 317  Investment Prioritization Based on TOPSIS Euclidean Distance and Manhattan Distance: Mathematical Approach

Reynaldo Panji Wicaksono, Magister Student, Industrial Engineering, University of Indonesia (UI), Jakarta, Indonesia Armand Omar Moeis, S.T., M.Sc., Lecturer, Industrial Engineering, University of Indonesia (UI), Jakarta, Indonesia

ID 318  Emergent Behavior in Transportation Systems of Systems: A Model-Based Systems Engineering Case Study

Mustafa Chmeiseh, Staff Connectivity Standards Engineer, Strategic Connectivity Technologies, General Motors, Warren, MI, USA PhD Candidate, Systems Engineering, Oakland University Sankar Sengupta Professor, Department of Industrial and Systems Engineering, Oakland University, Rochester, MI, USA

ID 320  How Can Artificial Intelligence–Driven Predictive Analytics Improve the Efficiency, Equity, and Accountability of Public Sector Resource Allocation in the United States?

Regina Debrah, Graduate Student, Beacom School of Business, University of South Dakota (USD), Vermillion, SD, USA Emmanuel Entsie, Assistant Audit Manager, Richard Owusu-Afriyie & Associates, Kumasi, Ashanti Region, Ghana Kingsford Brakye, PhD Student, College of Business and Information Systems, Dakota State University (DSU), Madison, SD, USA

ID 321  An Integrated Production and Supply Chain Simulation Framework for Analysis of Complex Manufacturing Systems

Grant Robertson, Maxime Morkos and Agilan Anand, Grado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA 24060, USA Esra Büyüktahtakιn, Professor, Grado Department of Industrial and Systems Engineering, Virginia Polytechnic Institute and State University Blacksburg, VA, USA Randolph L. Bradley, Senior Technical Fellow, The Boeing Company, San Francisco, CA, USA

ID 325  A Multi-Layer Adaptive Architecture Driven by Case-Based Reasoning for Post-Discharge Care

Yiyun Fei, Mulang Song, Hannah Lin and Roger Jiao, Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA

ID 326  Power Grid Robustness and Infrastructure Resilience Under Extreme Storm Threats Using Network Science

Shane Menezes, School of Systems Science and Industrial Engineering, Binghamton University (BU), Binghamton, NY, USA Sadamori Kojaku, Assistant Professor, School of Systems Science and Industrial Engineering, Binghamton University (BU), Binghamton, NY, USA

ID 327  Multi-modal Explanations for Engineering Project Decision Support

Yogesh Gawade, and Nasim Nezamoddini, Oakland University – Department of Industrial and Systems Engineering, Rochester, Michigan, USA

ID 328  Zonal Global Sensitivity Analysis for Policy-Constrained Capacity Expansion Planning in New York

Shane Menezes, School of Systems Science and Industrial Engineering, Binghamton University (BU), Binghamton, NY, USA Neha Patankar, Assistant Professor, School of Systems Science and Industrial Engineering, Binghamton University (BU), Binghamton, NY, USA

ID 329  A Simulation-Driven Optimization Framework for Wind-Aware, Energy-Constrained Aerial Logistics Routing

Kuldeep Rawat, Thorpe Endowed Professor and Dean, Department of Mathematics, Computer Science, and Engineering Technology, Elizabeth City State University, Elizabeth City, NC, USA Chandra Asthana, Associate Professor, Dept. of Aviation and Emergency Management, Elizabeth City State University, Elizabeth City, NC, USA

ID 330  Bio-based Materials for Moisture-Resistant Refugee Housing: A Comparative Study of Cork, Timber, and Bamboo

Varsha Ayalasomayajula, Student, The Madeira School, Great Falls, VA, USA

ID 331  Automating Six Sigma Project Selection Through Analytic Network Process

Michael Carr, PhD Candidate, Department of Industrial and Systems Engineering, Oakland University, Auburn Hills, MI, USA Nasim Nezamoddini, Professor, Department of Industrial and Systems Engineering, Oakland University, Auburn Hills, MI, USA

ID 332  A New Hybrid Method for Brain Tumor Detection Based on Deep Learning

Shamim Sharbaf, Department of System Science and Industrial Engineering, Binghamton University Binghamton, New York, USA

ID 335  End-to-End Computer Vision Pipeline for Perforation Defect Detection and Classification in Industrial Imaging

Joanne Yun, Hasnaa Ouidadi, Khawlah Alharbi, Pengyu Zhang and Hantang Qin, Department of Industrial and Systems Engineering, Data Science Institute Affiliates, University of Wisconsin-Madison, USA

ID 337  Integrated Multi-Criteria Strategic Framework for Warehouse Location Selection in Growing Distribution Networks

Ngurah Ayu Sekar Putri Dewi Hapsari, Lead Operations Process Engineer, BSc Industrial Engineering & Management, Fontys University of Applied Sciences Eindhoven, De Rondom 1, 5612 AP Eindhoven, Netherlands Muhamad Fariz Failaka, Department of Chemical Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada

ID 356  AI-Driven Supply Chain Management in Healthcare: Evaluating Institutional Readiness from Tertiary Hospitals in Ghana

Charlotte Tiokor Amartey, Nana Agyeman-Prempeh and Patrick Obeng Danso, Ghana Communication Technology University, Business School, Department of Procurement, Logistics, and Supply Chain Management, Ghana Felix Anim, AngloGold Chirano Ltd, Supply Chain Department Daniel Osei, Ghana Phoenix Insurance Co. Ltd, Treasury Department, Ghana Joseph Boateng Arhin, Ghana Rubber Estates Ltd, Takoradi, Department of Procurement, Logistics, and Supply Chain, Ghana

ID 357  Towards Sustainable Urban Mobility: Evaluating Ghana’s Readiness for Electric Vehicle Integration

Joseph Oduro, Nana Agyeman-Prempeh, and Joseph Afari-Buabeng, Ghana Communication Technology University, Business School, Department of Procurement, Logistics, and Supply Chain Management, Ghana Felix Anim, AshanteGold Chirano Ltd, Supply Chain Department, Ghana Joseph Boateng Arhin, Ghana Rubber Estates Ltd, Takoradi, Department of Procurement, Logistics, and Supply Chain, Ghana

ID 358  From Excel to AI: A Comparative Study of PERT/CPM Pedagogy in India and the USA

Prudhvi Raj, Assistant Professor for industrial Engineering, Chadalawada Ramanamma Engineering College, Tirupati, India Bhaskar Patel, Director, Krishna Theja Educational Institutions, India Shraddha Gawankar, Assistant Prof. for Practice, Economics and Decision Sciences, Beacom School of Business, University of South Dakota, USA

ID 359  Mathematical Modeling and Sustainability Metrics for Recycled ABS Filament Produced via a Passive Vibratory Feeder Recycling System

Mohammed Gayasuddin Shaik, Department of Aerospace and Mechanical Engineering, University at Buffalo, United States Hajjaj Rakib, Mohammad Nazmus Sakib and Johnson Adebayo Fadeyi, Department of Industrial and Systems Engineering, University at Buffalo, United States

ID 360  A Multi-Domain Human-Centered Framework for Human-Robot Collaboration: Advancing Decision-Making, Situational Awareness, and Operational Efficiency

Clement Alabi, Department of Industrial & Systems Engineering, North Carolina A&T State University, Greensboro, NC, USA Azeez Adamolekun, Department of Industrial & Systems Engineering, North Carolina A&T State University, Greensboro, NC, USA Younho Seong, Professor, Department of Industrial & Systems Engineering, North Carolina A&T State University, Greensboro, NC, USA Sun Yi, Professor, Department of Mechanical Engineering, North Carolina A&T State University`Greensboro, NC, USA

ID 362  Before the Drop: Transfer Entropy as an Early-Warning Signal for Photovoltaic System Disturbances

Md Tohidul Islam, Congyu Wu, Yuxin Wang and Yong Wang, School of Systems Science and Industrial Engineering, Binghamton University, State University of New York, Binghamton, NY 13902, USA

ID 363  XGBoost for Forecasting Daily Pediatric Emergency Department Visits

Ahmed Gailan Qasem, School of Health Profession, University of Alabama at Birmingham (UAB), Birmingham, AL, USA Lori Pelletier, Connecticut Children’s Medical Center, Hartford, CT, USA Bunyamin Ozaydin and Abdulaziz Ahmed, School of Health Profession, University of Alabama at Birmingham (UAB), Birmingham, AL, USA

ID 364  Distributed Ledger-Enabled Process Improvement for Multi-Actor Infrastructure Delivery Systems

John Oruongo, Information and Technology Management, John Sykes College of Business, University of Tampa, Tampa, FL, USA

ID 365  Capability-Based Framework for Standardizing Maintenance and Knowledge Management in Military Ground Support Equipment: Case Study in the Colombian Aerospace Force

Sandra Milena Vargas Sarmiento, Engineering Student, Department of Industrial Engineering & Basic Sciences, Central University, Bogotá, Colombia Bayron Steve Ruiz Niño, Captain, Magister in Management and Design of Process, Aeronautical Logistics Directorate, Colombian Aerospace Force, Bogotá D.C., Colombia

ID 382  Challenges and Opportunities of AI Tutoring in Operations Research Education

Nasim Nezamoddini, Industrial & Systems Engineering, Oakland University, Rochester Hills, MI

ID 383  Balancing Detection Accuracy and Port Congestion: An AI-Driven Framework for Hazardous Cargo Inspection

Manikandan Chandran, Independent Researcher, Phoenix, Arizona, USA

ID 384  Risk Management Process – Production Best Practice Case study Longfield Gas Plant Accident

Tariq Masood, Jamil Abdo, Kaimiao Liu, Shakil M. Rahman and Iftikhar Ul Haq, Department of Engineering, Frostburg State University, 101 Braddock Road, Frostburg, Maryland, United States

ID 385  Calibrating Digital Twins in Rapidly Changing Systems

Yongseok Jeon, North Carolina State University, United States

ID 386  From Drain to Energy: A Carbon-Aware Algorithmic Framework for Expired Milk Reverse Logistics

Jayank Maanas Ranganadham, Department of Technology, Leadership and Innovation, Purdue University Northwest, Hammond, Indiana, USA Sesha Raghavendra Srinivas Subnivis, Purdue University Northwest, Hammond, Indiana, USA Lakshman Mapa, Ph.D., Department of Technology, Leadership and Innovation, Purdue University Northwest, Hammond, Indiana, USA

ID 388  Agent-Based Simulation of Cooperative Dairy Systems in NetLogo

Lindsay Álvarez-Pomar, Professor, Department of Industrial Engineering, Universidad Distrital Francisco José de Caldas, Bogotá, Colombia Danna Espitia-Cano, Master’s student, Department of Industrial Engineering, Universidad Distrital Francisco José de Caldas, Bogotá, Colombia

ID 389  A Closed-Loop Ultrasonic Framework for Detecting and Modulating Plant Water Stress in Ixora for Precision

David Hsu, Student, Princeton International School of Math and Science, Princeton, NJ, USA

ID 390  Low-Cost Ear-Wearable Physiological Monitoring System for Stroke-Risk Pattern Detection Using CNN-LSTM Anomaly Analysis

Pritika Ganguly, Student at Metea Valley High School, Aurora, IL, USA

ID 399  An Integrated Data-Driven Framework for EV Charging Demand and Service Level

Muhammad Nadeem Akram and Walid Abdul-Kader, Industrial Engineering Program, MAME Department, University of Windsor, Ontario, Canada

ID 400  SupplySupport.AI: A Framework for AI Voice Agents in Supply Chain Customer Support and Shipment Operations

Manikandan Chandran, Independent Researcher, Phoenix, Arizona, USA

ID 401  Causal Knowledge Graphs for Intelligent Manufacturing: A Review Based on the Causal Hierarchy

Yiyun Fei and Rojer J. Jiao, School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA

ID 405  A Multi-Method Framework Integrating MCDM and Explainable Machine Learning to Assess Sustainability–Well-Being Linkages Across Diverse Economies

Abdullah Akman DEMİRKAN, PhD Candidate, Graduate School of Natural and Applied Sciences, Department of Industrial Engineering, Gaziantep University, Gaziantep, TURKIYE Zeynep Didem Unutmaz DURMUŞOĞLU, Professor, Department of Industrial Engineering, University of Samsun, Samsun, TURKIYE

ID 406  Dynamic ARIMA Mixture Modeling (DARIMA-MM) for Forecasting Time-Varying Nanoparticle Shape Distributions

Rifat Hasan and Arda Vanli, Industrial and Manufacturing Engineering, FAMU-FSU College of Engineering, Florida Agricultural & Mechanical University and Florida State University Tallahassee, FL, USA Chiwoo Park, Industrial and Systems Engineering, University of Washington, Seattle, WA, USA

ID 407  The Distortion of Sustainability: A Mixed-Methods Analysis of the Triple Bottom Line on Social Media

Madeliene Philippe, John Nagel, Jose de Ondarza and Johnson Adebayo Fadeyi, Department of Industrial and Systems Engineering, University at Buffalo, New York, USA

ID 408  The Influence of Driver Behavior on Energy Consumption and Battery Performance in Electric Vehicles: A Systematic Review

Srijan Bastakoti, Department of Automotive and Manufacturing Engineering, Minnesota State University, Mankato, MN 56001, USA Pawan Bhandari, Department of Automotive and Manufacturing Engineering, Minnesota State University, Mankato, MN 56001, USA Iliya Adhikari, Industrial Engineer, Barahi Hydropower Public Limited, Babarmahal, Kathmandu, Nepal

ID 409  A ROS 2-Based Modular Framework for Omnidirectional Mobile Manipulator Design: System Architecture and Coupled Kinematic Validation

Nayan Banik, Department of Computer Science, University of Wisconsin-Milwaukee (UWM), Milwaukee, WI, USA Jawhar Ghommam, Associate Professor, Department of Electrical and Computer Engineering, Sultan Qaboos University, Muscat, Oman Mohammad H Rahman, Professor, Department of Mechanical Engineering, University of Wisconsin-Milwaukee (UWM), Milwaukee, WI, USA

ID 410  Developing a Vision-Based Measurement System for Capacitor Winding Machines

Gavin Newton, Yorke Kwabia-Mensah and Dumisani Janda, Electrical and Computer Engineering, Norwich University, Northfield, VT, USA Quinn von Recklinghausen, Computer Science, Norwich University, Northfield, VT, USA Ming Li, Electrical and Computer Engineering, Norwich University, Northfield, VT, USA

ID 412  Green Buffer Stock Hub (GBSH): A Regional Industrial Support Framework for Resilient Oil and Gas Supply Chains Under Energy Transition

Molham Maihoub, Consulting Mechanical Engineer, Founder and Director, Consult & Make it Real Engineering Consulting, Bali, Indonesia

ID 413  Identifying Practical Green Logistics Strategies for Indonesia Using AHP

Neti Sri Rejeki, Master of Logistics Management, Universitas Logistik dan Bisnis Internasional (ULBI), Bandung, Indonesia Melia Eka Lestiani, Department of Logistics Management, Universitas Logistik dan Bisnis Internasional (ULBI), Bandung, Indonesia

ID 414  Cybersecurity Threat Analysis and Detection of Spam Emails

Jannatul Supi Jenifa, School of Computing, Grand Valley State University, Allendale, MI, USA Baqer Aljabr, Mechanical, Industrial, and Manufacturing Department, The University of Toledo, Toledo, OH, USA Muteb Aljasem, School of Engineering, Bowling Green State University, Bowling Green, OH, USA Yara Mohammed, Information Science, University of North Texas, Denton, TX, USA

ID 417  Embodied Lifelong Machine Learning/AI for Robotics/Autonomous Systems to Attain Industry 5.0

Jagannathan, Curators’ Distinguished Professor, Rutledge-Emerson Endowed Chair Professor of Electrical and Computer Engineering, Professor of Computer Science, Missouri University of Science and Technology

ID 431  The Four Quadrants of AI Value: A Classification Framework for Industrial AI Initiative – Selection and Prioritisation in SME Operations

Tariq Alam, Founder & Strategic AI Lead, DEN Agentic AI LLC, Canada

ID 434  Towards Explainable Fingerprint Presentation Attack Detector using Deep Learning

Syeda Zartashia Shafique, Dept. of Software Engineering, University of Engineering and Technology, Taxila, Pakistan Ali Javed, Dept. of Software Engineering, University of Engineering and Technology, Taxila, Pakistan Mohammed Abouheaf, Robotics Engineering, Bowling Green State University,Bowling Green, OH, MI, USA Muteb Aljasem, Assistant Professor, School of Engineering, Bowling Green State University, Bowling Green, OH, MI, USA Sonia Chacko, Assistant Professor, Robotics Engineering, Bowling Green State University, Bowling Green, OH, MI, USA

ID 435  Aligning Academia with Industry: An AI-Powered Curriculum Intelligence Platform for STEM

Sana Bhimani, Southern Arkansas University Tech, East Camden, Arkansas, USA, Southern Arkansas University, Magnolia, Arkansas, USA Seema Powar, Southern Arkansas University, Magnolia, Arkansas, US Hayder Zhgair, Southern Arkansas University, Magnolia, Arkansas, US

ID 438  A Tool-Free Quick-Change Base for Wheelchair-Mounted Robotic Arms

Md Mahbubur Rahman, Research Coordinator, CEAS, University of Wisconsin-Milwaukee (UWM) Milwaukee, WI, USA Md Samiul Haque Sunny and Nayan Banik, Department of Computer Science, University of Wisconsin-Milwaukee (UWM), Milwaukee, WI, USA Asif Al Zubayer Swapnil, Md Mahafuzur Rahaman Khan and Mohammad H Rahman, Department of Mechanical Engineering, University of Wisconsin-Milwaukee (UWM), Milwaukee, WI, USA  

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