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Home» Proceedings » barcelona2026

barcelona2026

Proceedings of the International Conference on Industrial Engineering and Operations Management

Publisher: IEOM Society International Publication Year: July, 2026

ISSN: 2169-8767 (U.S. Library of Congress)            ISBN: 979-8-9958771-4-1

Cover Page

Title

Masthead

Welcome

Committee

Sponsors

Keynote Speakers

Panels

Program

Table of Contents

ID 4       Optimizing the Scheduling of a Job Shop with the CONWIP System

Yiyo Kuo and Shih-Chen Chen, Department of Industrial Engineering and Management, Ming Chi University of Technology, New Taipei City, Taiwan

ID 13     From Promise to Practice: Modelling Industry 4.0 Challenges in Emerging Economies

Weyinmi Blankson, Royal Free Hospital, London NW3 2QG, UK

Ibrahim Oluwole Raji, School of Business and Law, Leeds Trinity University, Leeds LS18 5HD, UK

Babatunde Odedairo, Industrial & Production Engineering Department, University of Ibadan, Nigeria, Department of Industrial Engineering, College of Engineering in Al-Kharj, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia

Oluseyi Afolabi Adeyemi, ASU London, EC1V 0HB, UK

ID 14     A Joint Assembly, Inventory and Routing Decisions under Sustainability Objectives

Satya Prakash, BML Munjal University, Gurugram, India

Aryandeo Singh, National Institute of Technology Raipur, India

ID 15     A Consolidated Classification Scheme and Decision Framework for Inventory Management and Vehicle Routing in Procurement Logistics Networks

Satya Prakash, BML Munjal University, Gurugram, India

Aryandeo Singh, National Institute of Technology Raipur, India

ID 21     Optimizing Airport Baggage Handling: A Coordinated MIP Approach for Check-In Desk and Sorting Pier Allocation

Jenny Tonka and Michaël Schyns, Center for Quantitative Methods and Operations Management, HEC Liège – Management School of the University of Liège, Liège, Belgium

Sémi Gabteni, Head of Data & Management Science, Direction Générale des Aéroports, Groupe ADP, Tremblay-En-France, France

ID 23     Knowledge Management and Data Mining in Postgraduate Engineering Education: A Compact Module Blueprint for ISO 9001:2026-Oriented Competence Development

Alfred Wulff, Department of Management, Information and Technology, Jade University of Applied Sciences, Wilhelmshaven, Germany

ID 24     Time-Varying Connectedness in Iberian Energy Markets during 2022-2023

David Veloso-Castelló and J. Carlos García-Díaz, Department of Applied Statistics and Operational Research, and Quality, Universitat Politècnica de València, Valencia, Spain

ID 25     Nonstationary Volatility in the Spanish Electricity Market: A Time-Varying-GARCH Analysis

David Veloso-Castelló and J. Carlos García-Díaz, Department of Applied Statistics and Operational Research, and Quality, Universitat Politècnica de València, Valencia, Spain

ID 27     A Three-Stage Machine Learning Framework for Late Delivery Risk Classification, Delay Prediction, and Explainability in Supply Chain Management

İrem Nur İLBAŞ, Dept. Of Industrial Engineering, Istanbul University-Cerrahpaşa, Istanbul, Türkiye

Ayşe PAKSOY, Dept. Of Industrial Engineering, Istanbul University-Cerrahpaşa, Istanbul, Türkiye

Yeşim ALTAY, Dept. Of Industrial Engineering, Istanbul University-Cerrahpaşa, Istanbul, Türkiye

ID 30     Rethinking Leadership Competencies in the Digital Workplace: A Dual Perspective of Managers and Employees

Harris Gerzic, Full-time lecturer, Department of Business Informatics, University of Applied Sciences Campus 02, Graz, Styria, Austria

Berndt Jesenko, Vice Dean, Department of Business Informatics, University of Applied Sciences Campus 02, Graz, Styria, Austria

Stefan Grünwald, Dean, Department of Business Informatics, University of Applied Sciences Campus 02, Graz, Styria, Austria

ID 33     Un-Bounding Newsvendors’ Rationality: Instruction-Based Learning vs Learning-By-Doing

Elisa Mastronardi, Business Reply Spa, Milan, Lombardy, Italy, Politecnico di Torino, Turin, Italy

Samuele Colombo, Department of Design, Manufacturing, and Engineering Management at the University of Strathclyde, Glasgow, UK

Prof. Giulio Zotteri, Department of Management and Production Engineering, at the Politecnico di Torino, Italy

ID 36     Heuristic Biases in Newsvendor Decisions: Motivational and Cognitive Mechanisms of Bias Mitigation

Sina Zare, Department of Information Systems and Business Analytics, Loyola Marymount University, Los Angeles, USA

Yasaman Ghasemi, Department of Information Systems and Business Analytics, Loyola Marymount University, Los Angeles, USA

ID 37     An Agent-Based Simulation Framework for Spatial–Temporal Patrol Operations in Stochastic Urban Service Systems

Yasaman Ghasemi, Department of Information Systems and Business Analytics, Loyola Marymount University, Los Angeles, USA

Sina Zare, Department of Information Systems and Business Analytics, Loyola Marymount University, Los Angeles, USA

ID 38     Data-Driven Warehouse Procurement with Stochastic Purchase Lead Times and Lost Sales:A Sample Average Approximation Approach

Zhao Qitong, School of Business, Singapore University of Social Sciences, Singapore

ID 39     Carbon Accounting for Manufacturing with Traceability and Uncertainty Quantification

Xu Jianxiong, Lecturer, School of Business, Singapore University of Social Sciences, Singapore

ID 43     The Effect of Legume Cooking Water on Stain Removal

Kaan Kavak, Preparatory Class Student, Ankara Private Beştepe Anatolian High School, Ankara, Turkey

Alp Aden Ortakaya, Preparatory Class Student, Ankara Private Beştepe Anatolian High School, Ankara, Turkey

ID 49     Implementation of Standardized Work and Planned Maintenance to Improve Productivity in a Metalworking Industry

Rafaela Fernandini Erazo, and Alonso Serida Matsumoto, Industrial Engineer, University of Lima, Lima, Peru

Maria Teresa Noriega-Aranibar, Industrial Engineer Professor, Process Improvement Expert, University of Lima, Lima, Peru

ID 53     Efficiency Assessment of Hydrogen Refueling Station Locations Using integrated Geographic Information System and Data Envelopment Analysis

Jettarat Janmontree, Institute for Engineering of Products and Systems, Otto von Guericke University, Magdeburg, Germany

Hartmut Zadek, Institute for Engineering of Products and Systems, Otto von Guericke University, Magdeburg, Germany

Tim Schulz, Institute for Engineering of Products and Systems, Otto von Guericke University, Magdeburg, Germany

Kasin Ransikarbum, Industrial Engineering, Ubonratchathani University, Ubonratchathani, Thailand

ID 55     Six Sigma Beyond the Toolkit: Cultural and Institutional Determinants of Implementation in Saudi Arabia and Germany

Majed Thamer Alshammari, Ali Arif Alshammari, and Abdulkarim Khalid Alshammari, College of Engineering, University of Hail, Hail, Saudi Arabia

Serhan Shaman Alshammari, Department of Industrial Engineering, College of Engineering, University of Hail, Hail, Saudi Arabia

ID 58     A Decision Support System for Corporate Social Responsibility Assessment in Manufacturing SMEs

Florentine Esther Mahout Kamte and Mehdi Adda, Department of Mathematics, Computer Science and Engineering, University of Quebec at Rimouski, Quebec, Canada

Anissa Frini and Philippe Kabore, Department of Management Science, University of Quebec at Rimouski, Quebec, Canada

ID 59     Enhancing the Resilience of Agri-Food Supply Chains in the Context of Recent Geopolitical conflicts

Anissa Frini, Department of Mathematics, Computer Science and Engineering, University of Quebec at Rimouski, Quebec, Canada

Salem Chakhar and Ashraf Labib, Portsmouth Business School, University of Portsmouth, UK

ID 60     Climate Finance Allocation in Green Capital Projects: Evidence from the Green Climate Fund Portfolio

Abdulaziz Fahad Alharigi, Environmental Protection Department, Saudi Aramco, Dhahran, Saudi Arabia Abdulrahman Saleh Alsahlawi, Jafurah Gas Project Department, Saudi Aramco, Dhahran, Saudi Arabia

ID 64     Integrating Raw Material Recovery into Product Development: An IDOV-Based Framework

Suharshi De Silva, Aurora Dimache and David Gorman, Department of Mechanical and Industrial Engineering, Atlantic Technological University, Galway, Ireland

Deborah Huber, Dietrich Albert and Erich Weichselgartner, Institute of Psychology, University of Graz, Graz, Austria

Sofie Hoang, Max Ehleben and Klaus Bolze, Institute of Recycling, Ostfalia University of Applied Sciences, Wolfsburg, Germany

ID 65     Supercenter Process Analysis and Staffing Calculator Design

Dhruti Rajesh and Onat Taskin, University of Illinois at Urbana Champaign, IL, United States

ID 67     Designing a System Dynamics Model for a Resilient Omni-Channel Supply Chain in the Petrochemical Industry under Geopolitical Disruptions

Mohammad Hamzehlou, Department of Management, Tehran University, Tehran, Iran

Ayad Hendalianpour, School of Industrial Engineering, Tehran University, Tehran, Iran

Mohsen Khorshidnia, Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Isfahan, Iran

ID 69     Optimal Conveyance Routes for Short Distance Aerial Emergency Logistics

Ken Bruno Aono, Graduate School of Science and Engineering, Hosei University, Tokyo 184-8584, Japan

Hiroyuki Goto, Department of Industrial and Systems Engineering, Hosei University, Tokyo 184-8584, Japan

Taiki Otsuka, Faculty of IT and Business, Cyber University, Fukuoka 813-0017, Japan

Yoichi Shimakawa, Department of Computer Science and Technology, Salesian Polytechnic, Tokyo 194-0215, Japan

ID 71     Consumer Satisfaction in the Third-Party Refurbished Smartphone Market: A Condition-Specific Analysis Using Online Reviews

Yu-Ting Lin, Department of Industrial and Enterprise Systems Engineering, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA

ID 72     Machine Learning-Based Direct Approximation of Optimized System Designs Through Taylor-Series-Based Problem Transcription

Shih-Yu Huang, Department of Industrial and Enterprise Systems Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA

ID 73     A New Physics-Informed Artificial Intelligence Methodology for Lithium-Ion Battery State of Health Prognosis

Tang-Shuo Kao, Department of Industrial and Enterprise Systems Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA

ID 75     Education in the Context of Industry 5.0: Theory and Practice

Jiri Tupa, COO Research and Innovation Center for Electrical Engineering, Associate Professor in the Department of Material and Technologies University of West Bohemia, Pilsen, Czech Republic

Andrea Benesova, Academic Assistant in the Department of Material and Technologies, University of West Bohemia, Pilsen, Czech Republic

Tomas Rericha, Academic Assistant in the Department of Material and Technologies, University of West Bohemia, Pilsen, Czech Republic

ID 76     Digitalization of Maintenance Management for TPM Implementation in a Medical Imaging Department: A Tunisian Hospital Case Study

Zeineb Boumallessa, Department of Industrial Engineering, National Engineering School of Tunis, University of Tunis El Manar, Tunis, Tunisia Laboratory of Electromechanical Systems (LASEM), National Engineering School of Sfax, University of Sfax, Tunis, Tunisia

Zeineb Ben Houria, Department of Industrial Engineering, College of Engineering, University of Ha’il, Ha’il City 81451, Saudi Arabia LR-OASIS, Department of Industrial Engineering, National Engineering School of Tunis, University of Tunis El Manar, Tunis, Tunisia

ID 78     Supply Chain Finance as a Strategic Tool for Improving Liquidity and Operational Efficiency

Jonida Teta, Dea Sinoimeri and Eralda Xhafka, Department of Production and Management, Polytechnic University of Tirana, Albania

ID 79     Defining Functional Requirements for a Dual-Use Compliance Model in Academic Institutions

Wayde Winston Francis, PhD Student at Stellenbosch University, Stellenbosch, Cape Town, South Africa

Cornelia Malherbe, Senior Lecturer at Department of Industrial Engineering, University of Stellenbosch, Stellenbosch, Cape Town, South Africa

Prof Corne Schutte, Vice-Dean: Research and Industry Liaison at the Engineering faculty, University of Stellenbosch, Stellenbosch, Cape Town, South Africa

ID 106   When Sustainability Signals Build Hotel Brand Equity: The Moderating Roles of Brand Familiarity and Practice Awareness

Vafa Saboori-Deilami, Barowsky School of Business, Dominican University of California, San Rafael, CA, USA

Sandeep Jagani, Department of Management, College of Business, Illinois State University, Normal, IL, USA

ID 107   Identifying and Prioritizing Critical Success Factors for Twin Transformation in Turkish SMEs: A Best-Worst Method Approach

Gülçin Büyüközkan, Professor, Department of Industrial Engineering, Galatasaray University, Ortaköy, İstanbul, Türkiye

Başak Çelik, Master Student, Department of Industrial Engineering, Galatasaray University, Ortaköy, İstanbul, Türkiye Research Assistant, Department of International Trade and Logistics, Kafkas University, Kars, Türkiye

ID 108   AI Exposure and the Value of Human Skills in Project Management: Evidence from Albanian Professionals

Eralda Xhafka, Department of Production and Management, Polytechnic University of Tirana, Albania

Jonida Teta, Department of Production and Management, Polytechnic University of Tirana, Albania

Valentina Ndou, Department of Engineering for Innovation, University of Salento, Italy

ID 109   Disruption Scenarios and Resilience Assessment Techniques for Additive Manufacturing-Enabled Spare Parts Supply Chains

Muhammad Fahad Sheikh, Majed Hadid and Laoucine Kerbache, Division of Engineering Management and Decision Sciences, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar

ID 110   Development of a Novel Adaptive Geo-Environmental Control System Based on DLI, PAR, and AI-Driven Spatial Analysis for Resource-Efficient Agriculture in Controlled Environments

Jinan aldwsri, Faculty of Engineering, King Abdulaziz University, Jeddah, Makkah Province, Saudi Arabia

ID 111   A Scalable Optimization Model for Workforce Planning in X-Ray Modality

Talal Aladaileh, School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA

Annajirao Challa, School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA Performance Improvement, TidalHealth, Salisbury, MD, USA

Mohammad T. Khasawneh, School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA

Wen Cao, Performance Improvement, TidalHealth, Salisbury, MD, USA

ID 113   A Multi-Criteria Assessment of Economic Performance in G20 Countries Using an Entropy-COPRAS Approach

Mert Unal and Mehtap Dursun, Galatasaray University, Istanbul, Turkiye

ID 115   Adaptive Neuro-Fuzzy Inference System-Based Predictive Maintenance and Remaining Useful Life Estimation for Industrial Air Compressors: A Case Study of Delta Beverages

Nicole K. Piti, Department of Mechatronics, Chinhoyi University of Technology, Chinhoyi, Zimbabwe

Doubt Simango, Department of Mechatronics, Chinhoyi University of Technology, Chinhoyi, Zimbabwe

Anesu N. Charamba, Department of Mechatronics, Chinhoyi University of Technology, Chinhoyi, Zimbabwe

ID 117   Optimizing Driver Performance: An AI-Powered Framework for Formula 1 Race Results

Moaza Almarri, B.Sc. in Computing and Information Systems Student, College of Engineering & Information Technology (CEIT), University of Dubai, Dubai, United Arab Emirates

Farah Al Nashash, B.Sc. in Computing and Information Systems Student, College of Engineering & Information Technology (CEIT), University of Dubai, Dubai, United Arab Emirates

Afra Fathima Anas, B.Sc. in Computing and Information Systems Student, College of Engineering & Information Technology (CEIT), University of Dubai, Dubai, United Arab Emirates

Carthika Sujith, B.Sc. in Computing and Information Systems Student, College of Engineering & Information Technology (CEIT), University of Dubai, Dubai, United Arab Emirates

Maisam Wahbah, Assistant Professor, College of Engineering & Information Technology (CEIT), University of Dubai, Dubai, United Arab Emirates

ID 118   Determinants of Long-Term Learning Retention in Higher Education: A Systematic Review of Strategies and Challenges

Lebogang Puree Bopape, Nompumelelo Chili, Mohohlo Tsoeu, Thandeka Makhanya and Christopher Mcineka, Lecturer, Electronic and Computer Engineering, Faculty of Engineering and Built Environment, Durban University of Technology, Durban, South Africa

ID 119   Barriers, Opportunities and Strategies in Entrepreneurship Education: A Systematic Review

Mohohlo Samuel Tsoeu, Lebogang Puree Bopape, Thandeka Makhanya, Christopher Thembinkosi Mcineka and Nompumelelo Innocentia Chili, Durban University of Technology, Department of Electronic and Computer Engineering, Durban, South Africa

ID 120   Digital Transformation in Engineering Education: A Systematic Review of University Operations

Lebogang Puree Bopape, Nompumelelo Chili, Mohohlo Tsoeu, Thandeka Makhanya and Christopher Mcineka, Lecturer, Electronic and Computer Engineering, Faculty of Engineering and Built Environment, Durban University of Technology, Durban, South Africa

ID 122   Rankings Sensitivity to Weights in Multi-Attribute Problems

Nuno Costa, Instituto Politécnico de Setúbal, ESTSetúbal, Campus do IPS, 2910-761 Setúbal, Portugal João Lourenço, Instituto Politécnico de Setúbal, ESTSetúbal, Campus do IPS, 2910-761 Setúbal, Portugal

ID 124   From AI Pilot to Operating Discipline: A Dual-Loop Model for Throughput, Resilience, and Quality Control in Class II Medical Devices

Kenneth Xu, Doctorate Pan-European Studies, University of Pula, Los Angeles, CA, USA

Markus Mau and Nick Vyas, Doctorate Pan-European Studies, University of Pula, United States

ID 127   Water Consumption Optimization and Washing Procedure Standardization in a Liquid Home Care Production Plant

Fabiola Evelyn Vargas Villarroel, Scientific Society of Students, Universidad Católica Boliviana, Cochabamba, Bolivia

Marcos Luis Luján Pérez, Research Faculty, Industrial Engineering, Universidad Católica Boliviana, Cochabamba, Bolivia

Mgr. Ginamaria Garcia Garces, Director, Industrial Engineering Program, Universidad Católica Boliviana, Cochabamba, Bolivia

ID 128   Lean-Based Multi-Facility Consolidation for Reverse Logistics in the Beverage Industry: A Discrete-Event Simulation Validation of a 12.13% Lead Time Reduction

Lucia Ximena Vargas Montaño, Scientific Society of Students of Universidad Católica Boliviana, Cochabamba, Bolivia

Ginamaria Garcia Garces, Head of Industrial Engineering Program, Universidad Católica Boliviana, Cochabamba, Bolivia

Alejandro Natanzón Montaño, MBA, Industrial and Systems Engineer, Logistics Manager at Embol, Cochabamba, Bolivia

ID 132   Numerical Modeling of the Dependence of Boron Diffusion Coefficient on Thermally Induced Strain in Photovoltaic Solar Cells

Abderrazzak El Boukili, School of Science and Engineering, Al Akhawayn University, Ifrane, Morocco

ID 134   Integrating AI Chatbots and Web Content in Teaching and Learning: A Systematic Review of Barriers, Opportunities and Strategies

Christopher Thembinkosi Mcineka, Nompumelelo Chili, Thandeka Makhanya, Lebogang Bopape and Mohohlo Tsoeu, Electronic and Computer Engineering, Faculty of Engineering and the Built Environment, Durban University of Technology, Durban, South Africa

ID 135   Evaluating the Role of Electric Vehicles in Grid Modernization and Renewable Energy Sources Integration for a Decarbonized South African Power Grid

Anesu Charamba, Department of Mechatronics, School of Engineering Sciences and Technology, Chinhoyi University of Technology, Chinhoyi, Zimbabwe

ID 142   Critical Barriers to Engineering Student Success: Strategies and Opportunities: A Systematic Literature Review

Thandeka Makhanya, Lebogang Bopape, Christopher Mcineka, Nompumelelo Chili and Mohohlo Tsoeu, Department of Electronic and Computer Engineering, Durban University of Technology, Durban, South Africa

ID 144   Improving Order Fulfillment for an Ice Cream Company by Applying Sales and Operations Planning (S&OP) and MRP

Alonzo Rafael Alvarez Casas, Marcelo Limo Aita and José Antonio Taquía Gutiérrez, Carrera de Ingeniería Industrial, Universidad de Lima Lima, Peru

ID 147   Min Max Fairness in the Non-Convex Latency-Based Evacuation Model

Hamoud Sultan Bin Obaid, Department of Industrial Engineering, King Saud University, Riyadh, Saudi Arabia

Theodore B. Trafalis, Department of Industrial and Systems Engineering, University of Oklahoma, Norman, OK, USA

ID 166   Data-Driven Interpretation of Long-Term Stability of Oilwell Cements Using ML and Deep Learning Techniques

Jocin James Abraham, Mona Amani and Mahmood Amani, Petroleum Engineering Department, Texas A&M University at Qatar, Doha, Qatar

Catalin Teodoriu, Mewbourne School of Petroleum and Geological Engineering, University of Oklahoma, Norman, Oklahoma, USA

ID 168   Minimizing Machines and Operators in Cyclic Production Systems: A Two-Stage Heuristic Approach

Baruch Keren, Head, Department of Industrial Engineering and Management, SCE – Shamoon College of Engineering, Beer-Sheva, Israel

Yossi Hadad, Department of Industrial Engineering and Management, SCE – Shamoon College of Engineering, Beer-Sheva, Israel

ID 170   Social Media Value Co-Creation for Sustainable Green Consumption: A PLS-SEM Study of Taiwan and Vietnam

Chia Hui Yu, Department of Business Administration, National Taipei University of Business, Taipei, Taiwan

Yao-Te Tsai, Department of Information Management, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan

Van Thy Kieu, Graduate Institute of Management at National Taiwan Normal University, Taipei, Taiwan

ID 174   Makespan Minimization on Unrelated Parallel Machine Scheduling Problem with Sequence-Dependent Setup Times and Availability Windows Using a GRASP Metaheuristic

Cristóbal Campos Aguilera, Jusbeth Zambrano Suárez and Mervyn Márquez Gómez, Industrial and Systems Engineering Institute, Universidad Austral de Chile, Valdivia, Chile

ID 175   A Digital-Twin Reverse Logistics Optimization Framework for End-of-Life Electric Vehicle Battery Routing under the EU Battery Passport

Mansour Almuwallad, Department of Management Science, Yanbu Industrial College, Royal Commission for Jubail and Yanbu, Yanbu, Saudi Arabia

ID 176   Improvement of the Service Level Through the Implementation of MRP and MPS in a Peruvian Infusion Company

Kelly Ximena Aliaga De la Oliva y Sofia Victoria Lugo Coral, Universidad de Lima, Facultad de Ingeniería, Lima, Peru

Paul Angello Daniel Sanchez-Soto y Carlos Alberto Galvez Zarate, Universidad de Lima, Facultad de Ingeniería, Lima, Peru

ID 177   Risk Mitigation Budget Allocation: A Simulation-Optimization Approach

Yossi Hadad, Department of Industrial Engineering and Management, SCE – Shamoon College of Engineering, Beer-Sheva, Israel

Baruch Keren, Head, Department of Industrial Engineering and Management, SCE – Shamoon College of Engineering, Beer-Sheva, Israel

ID 178   Exploring Process Parameter Optimization of Fused Deposition Modelling for Polylactic Acid Products

Kudzai Mudada, Industrial Engineering, Faculty of Engineering, Stellenbosch University, Stellenbosch, South Africa

Stephen Matope, Professor: Advanced Manufacturing Engineering, Industrial Engineering Department, Faculty of Engineering, Stellenbosch University, Stellenbosch, South Africa

ID 179   Optimizing Sustainability in Jordanian Detergent Manufacturing: A Life Cycle Analysis Approach

Leen Suliman Mohammad, Undergraduate at Industrial Engineering Department, Amman, Jordan

ID 180   INSPECTRA-X: AI-Powered Autonomous Industrial Inspection Framework

Sarah Aliouat, B.Sc. in Computing Engineering Student, College of Engineering and Information Technology (CEIT), University of Dubai, Dubai, United Arab Emirates

Maisam Wahbah, Assistant Professor, College of Engineering and Information Technology (CEIT), University of Dubai, Dubai, United Arab Emirates

ID 182   Improving OTIF Performance Through SLP, 5S, and Demand Forecasting in a Commercial Warehouse Operation

Henry Marcelo Paredes Borja, Faculty of Engineering, Industrial Engineering, Universidad de Lima, Lima, Peru

Diego Moises Escalante Benzaquen, Faculty of Engineering, Industrial Engineering, Universidad de Lima, Lima, Peru

Maria Teresa Noriega-Aranibar, Faculty of Engineering, Industrial Engineering, Universidad de Lima, Lima, Peru

ID 183   Optimizing Tissue Quality Control through Lean Six Sigma: Basis for the Design and Development of an Image Processing System for Defect Detection at a Tissue Converting Company

John Michael G. Mendoza, Master of Engineering in Industrial Engineering, Lyceum of the Philippines University-Laguna, Philippines

Ryan Jeffrey P. Curbano, Executive Director for Planning and Quality Assurance, Lyceum of the Philippines-Laguna, Brgy. Makiling, Calamba City, Laguna

ID 187   Sustainable Sourcing in Food Trade Networks: A Network Approach

Laura Calzada-Infante, Engineering School, University of Oviedo, SpainAdenso-Diaz, Engineering School, University of Oviedo, Spain

Nicanor Garcia Alvarez, Port Authority of Gijon, Spain

ID 189   Predicting Ceramic Tile Coefficient of Friction Using Gradient Boosting Algorithms: Implications for Quality Control and Manufacturing Safety

Abdulrahman Othman, In-Ju Kim and Omar Hassan Omar, University of Sharjah, Sharjah, United Arab Emirates

ID 192   A Multi-Criteria Sustainability Assessment Model for Micro-Infrastructure in Residential Areas: Evidence from Bekasi City, Indonesia

Yenita, Carunia Mulya Firdausy and Ridho Bayuaji, Faculty of Engineering, Universitas Tarumanagara, West Jakarta, Indonesia

ID 193   Hybrid Machine Learning Framework for Predictive Maintenance in Smart Manufacturing Using Sensors

Sk. Humain Ahmed, Debashish Debnath and Bishwajit Saha, Department of Mechanical Engineering, Bangladesh University of Engineering and Technology (BUET), Dhaka- 1000, Bangladesh

Ashraful Alam Limon, Walker College of Business, Appalachian State University, Boone, North Carolina, 28608, USA

Md. Nasif Hasan, Department of Naval Architecture and Marine Engineering, BUET, Dhaka- 1000, Bangladesh

ID 194   Portable Measurement Devices for Slip Risk Assessment: A Critical Gap Analysis and Design Requirements for a Next-Generation Device

Omar Hassan Omar, Department of Mechanical Engineering, Faculty of Engineering, PhD Candidate, Universiti Malaya, Kuala Lumpur, Malaysia

Nasrul Anuar Bin Abd Razak, Department of Biomedical Engineering, Associate Professor, Universiti Malaya, Kuala Lumpur, Malaysia

Raja Ariffin Bin Raja Ghazilla, Department of Mechanical Engineering, Associate Professor, Universiti Malaya, Kuala Lumpur, Malaysia

In-Ju Kim, Department of Industrial Engineering and Engineering Management, Professor, University of Sharjah, UAE

ID 196   A Physics-Informed Federated Digital Twin Architecture for Continuous Ergonomic Risk Assessment in Computer-Intensive Work: Framework Design and Validation Protocol

Manish Gupta, Research Scholar, Lincoln University College, Petaling Jaya, Malaysia

Oyyappan Duraipandi, Professor, Faculty of Business and Accountancy, Lincoln University College, Malaysia

Kesava Reddy Chirra, Dean of Academic Affairs, University of Emerging Technologies, CA, USA

ID 197   An Operations Management Perspective on Human Organ Transplantation in India: Managing a Time-Critical, Perishable, and Demand-Constrained Service System

Sohan Dudala, Indian Institute of Management-Lucknow, Noida Campus, Noida, Uttar Pradesh, India

Venkataramanaiah Saddikuti, Professor of Operations and Supply Chain Management, Indian Institute of Management-Lucknow, Noida Campus, Noida, Uttar Pradesh, India

ID 198   Data-Driven Crowd Management and Demand Forecasting for Enhancing Pilgrim Safety at a Religious Organisation

Venkataramanaiah Saddikuti, Professor of Operations and Supply Chain Management, Indian Institute of Management-Lucknow, Noida Campus, Noida, Uttar Pradesh, India

Phanindranath Reddy P yreddy, Indian Institute of Management Lucknow, Lucknow, Uttar Pradesh, India

ID 199   A Predictive Framework for Crop Health Assessment Using Time-Series Models and Machine Learning Under Climate Variability

Victor Martin Maldonado Benitez, ESIME Zacatenco, Instituto Politécnico Nacional, Mexico City, Mexico

Gabriela Guadalupe Escobedo Guerrero, ESCA Santo Tomás, Instituto Politécnico Nacional, Mexico City, Mexico

ID 202   Edge-Aligned Directional Effects in Ceramic Tile Slip Resistance: Implications for Measurement and Quality Control

Abdulrahman Othman, In-Ju Kim and Omar Hassan Omar, Department of Industrial Engineering and Engineering Management, University of Sharjah, Sharjah, United Arab Emirates

ID 203   An FCM-Based Scenario Analysis for Improving the Global Ranking of a Turkish University

Nur BESER and Sevval GONEN, Department of Industrial Engineering, Marmara University, Istanbul, Türkiye

ID 204   Designing Culturally Resonant Virtual Influencers: Identifying Customer Requirements Using QFD Approach

Neeti Manpota, Vinod Gupta School of Management, Indian Institute of Technology Kharagpur, India

Sangeeta Sahney, Professor, Vinod Gupta School of Management, Indian Institute of Technology Kharagpur, India

ID 206   Mandatory Sustainability Disclosure as Organisational Transformation: Evidence from the Transition to IFRS S1 and S2

Satoko Yamazaki, Graduate School of Business Administration, Hosei University, Japan

Hirotsugu Kitada, Associate Professor, Faculty of Business Administration, Hosei University, Japan

ID 208   Synchromodal Freight Transportation on Inland Waterways: European Lessons and an Implementation Framework for India’s National Waterway-1 (Haldia–Sahibganj)

Rudra Prakash Pradhan, Professor, Vinod Gupta School of Management, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India

Aakriti Verma, Research Scholar, Ranbir and Chitra Gupta School of Infrastructure Design and Management, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India

ID 210   From Public Academic Profiles to Process Mining Event Logs: A Semi-Automated LLM-Based Pipeline

Hadar Kadosh, Hadar Nitsan and Barak Eyal, Students at the Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Be’er-Sheva, Israel

Sagit Kedem-Yemini, Logistics Department, Sapir Academic College, Sderot, Israel

ID 212   The Implementation of a System Thinking Paradigm to Enhance Road Maintenance in Local Government

Sinah Marungane, Department of Industrial Engineering, Faculty of Engineering and the Built Environment, Tshwane University of Technology Pretoria, South Africa

Tshifhiwa Nenzhelele, Department of Industrial Engineering, Faculty of Engineering and the Built Environment, Tshwane University of Technology Pretoria, South Africa

VusiMuzi Malele, Department of Data Science and Computing, Faculty of Information and Communication, North-West University, Vaal, South Africa

ID 213   Wayfinding as a Patient-Centered Safety System: A Human Factors Case Study of Escalator Use and Fall Risk in Healthcare

Bethany R. Lowndes, College of Medicine, Department of Neurological Sciences, University of Nebraska Medical Center, Innovation Design Unit, Nebraska Medicine, Omaha, NE 68198, USA

ID 214   Decision-Calibrated Graph Learning for Airline Schedule Buffering

Mohamed Abdelmagid, Department of Management Science and Engineering, Khalifa University, Abu Dhabi, United Arab Emirates

ID 216   The Interplay of Entrepreneurship, Innovation, Creativity, Family Business Management, and Regional Development: A Strategic Framework

Charles Roberto Hasse, Doctoral Candidate, Regional Development Postgraduate Program, Universidade Regional de Blumenau (Furb) Blumenau, SC, Brazil, Pro-vice-chancellor of Research, Extension, Innovation and International Relations, Centro Universitario para o Desenvolvimento do Alto Vale do Itajaí (Unidavi), Rio do Sul, SC, Brazil

Maiko Rafael Spiess, Regional Development Postgraduate Program, Universidade Regional de Blumenau (Furb), Blumenau, SC, Brazil

Lilian Adriana Borges, Operations Management Division & Pro-vice-chancellor’s Office for Research, Extension, Innovation and International Relations, Centro Universitario para o Desenvolvimento do Alto Vale do Itajaí (Unidavi), Rio do Sul, SC, Brazil

ID 219   Aligning Organizational Culture and Leadership for Operational Excellence: A Conceptual Framework

André J.P. Oliveira, ISEP, Polytechnic of Porto, Porto, Portugal

José C. de Sá, ISEP, Polytechnic of Porto, Porto, Portugal and Associate Laboratory for Energy, Transports and Aerospace (LAETA-INEGI), Porto, Portugal

Duarte Paixão, ISEP, Polytechnic of Porto, Porto, Portugal

Juliano E. Sordan, São Paulo State Technological College – FATEC, Sertãozinho, Brazil

ID 221   Sulphate-Induced Corrosion of Mild Steel Rebar in Alkaline Media: Long-Term Kinetics, pH-Dependent Morphology, and Non-Passivating Behaviour

Kasturie Premlalla, Department of Chemical, Metallurgical and Materials Engineering, Tshwane University of Technology, Pretoria, South Africa Douw Faurie (review & editing);

Herman Potgieter (supervision, review & editing), South Africa

ID 247   Sustainable Manufacturing of Lightweight Polypropylene Composite Foams: Mechanical Performance and Cellular Morphology of Micro/Nano Silica Reinforced PP

Said Al Mufarraji, PHD Student, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Sultanate of Oman

Farooq Al Jahwari, Associate Professor, Department of Mechanical and Industrial Engineering, Oil and Gas Research Center, Sultan Qaboos University, Muscat, Sultanate of Oman

Tasneem Pervez, Professor, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Sultanate of Oman

Moosa Al Kharusi, Assistant Professor, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Sultanate of Oman

Mohammed AL. Owiemri, PHD Student, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman

ID 248   Development of FGF-Printed HDPE/nHA Composites for Biomedical Application: Effect of Filler Dispersion and Compatibilization

Mohammed AL. Owiemri, PHD Student, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman

Moosa Al Kharusi, Assistant Professor, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman

Farooq Al Jahwari, Associate Professor, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman

Sayyad Qamar, Professor, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Sultanate of Oman

Said Al Mufarraji, PHD Student, Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Oman

ID 251   Artificial Intelligence, Data Science, and the Future of Criminology: Rethinking Decision-Making in Criminal Justice

Lilian Adriana Borges, Operations Management Division & Pro-vice-chancellor’s Office for Research, Extension, Innovation and International Relations, Centro Universitario para o Desenvolvimento do Alto Vale do Itajaí (Unidavi), Rio do Sul, SC, Brazil

Patrícia Pasqualini Philippi, Law Professor & Vice-chancellor, Centro Universitario para o Desenvolvimento do Alto Vale do Itajaí (Unidavi) Rio do Sul, SC, Brazil

ID 252   Coverage Adequacy as an Alternative to Demand Forecasting for Aftermarket Spare Parts: The DNEIF Framework

Arjun Pardasani, Independent Researcher, United States

ID 254   Smart Slotting: A Hybrid Machine Learning and Optimization Approach to Reduce Picker Travel and Labor Time

Ananya Halder, Suvrojit Chanda, Anik Kumar Paul and Pratim Dash, Department of Industrial and Production Engineering, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh, Department of Mechanical Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh

ID 255   Luxury Consumption and Operations Strategy: How Materialism Shapes Distribution and Customer Value Creation

Mehran Ramezanali, Professor of Marketing Research & Pro-vice-chancellor of Administration, Centro Universitario para o Desenvolvimento do Alto Vale do Itajaí (Unidavi), Rio do Sul, SC, Brazil

Lilian Adriana Borges, Operations Management Division & Pro-vice-chancellor’s Office for Research, Extension, Innovation and International Relations, Centro Universitario para o Desenvolvimento do Alto Vale do Itajaí (Unidavi), Rio do Sul, SC, Brazil

ID 256   Redbuho: A Mixed-Methods Needs Diagnosis and Multi-Format Platform Design for Women Entrepreneurs in the Social and Solidarity Economy

Gabriela Cabrera Zepeda, M.Sc.Division de Estudios de Posgrado e Investigacion, Orizaba, Veracruz, Mexico

Maricela Gallardo Cordova, M.Sc. · Division de Estudios de Posgrado e Investigacion, Instituto Tecnologico de Orizaba, Tecnologico Nacional de Mexico, Orizaba, Veracruz, Mexico

Guillermo Alfredo Arrioja Carrera, Ph.D., Division de Estudios de Posgrado e Investigacion, Instituto Tecnologico de Orizaba, Tecnologico Nacional de Mexico, Orizaba, Veracruz, Mexico

ID 257   An Analysis of the Adoption of Virtual Power Plants in the South African Energy Sector

Clara Dazzlin Chadzimura and Hannelie Nel, Department of Engineering and Technology Management, Graduate School of Technology Management, University of Pretoria, Pretoria, South Africa

Hannelie Nel, Associate Professor, Department of Engineering and Technology Management, Graduate School of Technology Management, University of Pretoria, Pretoria, Hatfield, South Africa

ID 266   Optimization of Spare Parts Inventory Management for Telescopic Forklift Maintenance in Port Operations

Emanuel Tiago Alves Rodrigues, Master Student, Faculty of Engineering, University of Beira Interior, Covilhã, Castelo Branco, Portugal

Daisy Valle Enrique, Assistant Professor, CMAST – Center for Mechanical and Aerospace Science and Technologies, Faculty of Engineering, University of Beira Interior, Covilhã, Castelo Branco, Portugal

ID 267   AI-Based Forecasting of Groundwater Storage Depletion Using GRACE-GLDAS Data

Mohammed S. Al Nadabi, Mohammed El-Diasty, Talal Etri and Mohammad Reza Nikoo, Department of Civil and Architectural Engineering, Sultan Qaboos University, Muscat, Oman

ID 269   Predictive Power-Demand Modelling for Adaptive Street Lighting Using Random Forest Regression

Aditya Krishan Goel, The Shri Ram School, Aravali, Gurugram, Haryana, India

ID 273   Process Improvement to Increase Productivity in a Food Processing Company Using Work Standardization and SLP

Jimena Alessandra Córdova Mendez, Angela Yuriko Segami Kanashiro and María Teresa Noriega Aranibar De Lavalle, Carrera de Ingeniería Industrial, Universidad de Lima, Lima, Perú

ID 282   Quality and Reliability Auditing of Multimodal AI Systems: Explanation Faithfulness, Failure Prediction, and Calibration in Deepfake Detection

Md Anas Biswas, School of Computing, University of Portsmouth, Portsmouth, PO1 2UP, United Kingdom

ID 299   Methods for Designing Synchromodal Transport Systems: A Comparative Analysis and Suitability Assessment for National Waterway-1, India

Rudra Prakash Pradhan, Professor, Vinod Gupta School of Management, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India

Aakriti Verma, Research Scholar, Ranbir and Chitra Gupta School of Infrastructure Design and Management, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India

ID 300   Evaluating Solar Energy Suitability of the Sites in Qatar using GIS-Based Data and AHP Process

Shahira Omer Abdelnour Suliman, and Kadir Ertogral, Department of Mechanical and Industrial Engineering, Qatar University, Doha, Qatar

Murat Kucukvar, Qatar Transportation and Traffic Safety Center, Qatar University, Doha, Qatar

ID 303   New Findings on Cost-Duration Relationships in Projects

Moshe Eben-Chaime, Department of Industrial Engineering & Management, Ben Gurion University of the Negev, Israel

ID 304   A Heuristic Logistics Prioritization Tool for Procured Material in Industrial Projects

Mohammed Ayed Aldossary, Senior Engineer, Upstream Gas Project Management, Saudi Aramco, Fadhili, Saudi Arabia

Sultan Abdulrahman Alankari, Project Engineer, Upstream Gas Project Management, Saudi Aramco, Fadhili, Saudi Arabia

ID 305   Production Management Model Based on Lean Manufacturing Tools and SLP to Increase Productivity in a Meatball (BARF) Plant

Maria Clara Orellana Vazconez, Industrial Engineering Department, Universidad de Lima, Lima, Peru

Fabiana Almendra Villa Huamaní, Industrial Engineering Department, Universidad de Lima, Lima, Peru

Rafael Mauricio Villanueva Flores, Associate Professor, Industrial Engineering Department, Universidad de Lima, Lima, Peru

Roberto Alexander Minaya Villavicencio, Associate Professor, Industrial Engineering Department, Universidad de Lima, Lima, Peru

ID 306   From Actual Quality 4.0 Maturity Level in Industry to Transition to Quality 5.0 Model

Maryam ZOUHRI, Modeling and Optimization of Industrial Systems (MOSI), ENSAM – UMI, Meknes, Morocco

Oumaima BOUNOU, IEST team, Artificial Intelligence, Data Technologies, and Modeling (AIDTM) laboratory, ENSAM – UMI, Meknes, Morocco Chaymae TARAA, Afaf DADDA and Latifa EZZINE, Modeling and Optimization of Industrial Systems (MOSI), ENSAM – UMI, Meknes, Morocco

ID 308   Ambience-Aware Visual Inspection Through Scenario Learning and Synthetic Digital Modeling: An Application to Kitting Operations

Francisco Alyf Fernandez de Castro Bobadilla and Roger J. Jiao, George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA

ID 316   A Scenario-Based Tool for the Integrated Environmental and Economic Assessment: Application to Industrial Packaging Systems

Soufiane El Bechari, Oualid Jouini and Ghada Bouillass, Université Paris-Saclay, CentraleSupélec, Laboratoire Genie Industriel, Yvette, France

Zied Jemai, Université Paris-Saclay, CentraleSupélec, Laboratoire Genie Industriel, 91190 Gif-sur-Yvette, France and OASIS – ENIT, University of Tunis, Elmanar, BP37, Le Belvedere, Tunisia

Sadeque Hamdan, Albert Gubay Business School, Bangor University, Bangor, LL57 2DG, Wales, United Kingdom

Alexandru Volanschi and Robert Heidsieck, GE HealthCare, 283 Rue de la Miniere, 78530 Buc, France

ID 317   A Quantitative Risk Management Framework for Economic Losses from Criminal Use of Unmanned Aerial Systems

Andrejs Sisovs, PhD Student at Faculty of Engineering Economics and Management, Riga Technical University, Riga, Latvia

Tatjana Tambovceva, Professor at Governance and Security Institute, Riga Technical University, Riga, Latvia

ID 318   Locked In on Learning: An Escape Room Approach to Project Management Pedagogy

Eirini Panagiota SPYRIDOULIA, Undergraduate Student, School of Mechanical Engineering, National Technical University of Athens (NTUA), Zografou, Attiki, Greece

Konstantinos Kirytopoulos, Professor, School of Mechanical Engineering,mNational Technical University of Athens (NTUA), Zografou, Attiki, Greece

Sotiris Zantis, PhD Candidate, School of Mechanical Engineering, National Technical University of Athens (NTUA), Athens, Greece

ID 325   A Multiple-case study Using Value Stream Mapping and discrete-event Simulation to Evaluate Lean Construction Improvement Scenarios in three Paraguayan Construction Processes

Fabrizio Recalde-Rivas, Ana-Pamela Arévalos, Camilo Benitez, Oliver Desvars, and Andrea Insfran-Rivarola, Production and Methods Laboratory of the Industrial Engineering Department, Facultad de Ingeniería, Universidad Nacional de Asunción, San Lorenzo 2160, Paraguay

Carlos Osorio, Civil Engineering Department, Facultad de Ingeniería, Universidad Nacional de Asunción, San Lorenzo 2160, Paraguay Diego Rossit, Department of Engineering, INMABB, Universidad Nacional del Sur (UNS)-CONICET, Argentina

Matías Lopez, Faculty Member, Logistics Engineering and Data Engineering and Artificial Intelligence Programs, Technological University of Uruguay (UTEC), Northern Regional Technological Institute, Rivera, Uruguay

ID 326   A Literature Review on B Corps: Relevant Theories and its Implications in Today’s Businesses

Juan Batllo Ferrer, PhD Student at University of Barcelona, Industrial Production Systems Teacher at EUSS School of Engineering, Barcelona, Catalonia, Spain

Keivan Amirbagheri, Head, Department of Management Engineering, Escola Universitària Salesiana de Sarrià (EUSS School of Engineering),Barcelona, Catalonia, Spain

Ryan Christopher Armstrong, Business Department – University of Barcelona, Barcelona, Catalonia, Spain

ID 327   Dynamic Safety Stock Estimation for Medical Supplies in Emergency Departments Using Simulation and Machine Learning

Carlos Hernández, Jaime Castillo, Dafne Lagos, and Paola Leal, Departamento de Procesos Industriales, Universidad Católica de Temuco, Temuco, Chile

ID 329   Leader Competencies and Organizational Effectiveness in Hospitality: Communication and Trust as Mediating Mechanisms

Morena Paulišić, Juraj Dobrila University of Pula, Faculty of Economics and Tourism “Dr. Mijo Mirković”, Pula, Croatia

Patricia Zagorc Licul, PhD Candidate, Libertas International University, Zagreb, Croatia

Boris Miletić, PhD Candidate, Libertas International University, Zagreb, Croatia

ID 330   An Optical Beverage Mixing Analytics Framework Integrating Machine Vision, Knowledge Graphs, and LLM-Based Reasoning

Jemilah Ha, Fulton Science Academy, Atlanta, Georgia, USA

Yiyun Fei and Roger Jiao, Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA

ID 331   Modeling Post-Discharge Patient Recovery Journeys for Decision Support via Graph-Augmented Case Retrieval

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

Jemilah Ha, Fulton Science Academy, Atlanta, Georgia, USA

ID 332   A Causal Bayesian Framework for Data-driven Post-discharge Recovery Management

Yiyun Fei and Roger Jiao, Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA

Jemilah Ha, Fulton Science Academy, Atlanta, Georgia, USA

ID 346   Lessons from the Chernobyl Disaster: The Importance of DFMEA in Nuclear Power Safety

Rose Maire Gebara, Master’s Student, Department of Industrial Engineering, Lawrence Technological University, Southfield, Michigan 48075 USA

Daw Alwerfalli, Director of the Master of Engineering Management, Department of Mechanical Robotics and Industrial Engineering, Lawrence Technological University, Southfield, Michigan 48705 USA

ID 347   Healthcare Supply Chain post-pandemic: What Can Be Done Better

Rose Maire Gebara, Master’s Student, Industrial Engineering Program, Lawrence Technological University, Southfield, Michigan 48075 USA

Daw Alwerfalli, Professor, Department of Mechanical Robotics and Industrial Engineering, Lawrence Technological University, Southfield, Michigan 48705 USA

 

 

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