Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. Part III
Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David RomeroFront Matter
Sustainable Facility Location-Routing Problem for Blood Package Delivery by Drones with a Charging Station
Shirin Ghasemi, Reza Tavakkoli-Moghaddam, Mahdi Hamid, Meysam Hosseinzadeh3-14A MILP Formulation for an Automated Guided Vehicle Scheduling Problem with Battery Constraints
Adriano Masone, Teresa Murino, Claudio Sterle, Monica Strazzullo15-23Planning Autonomous Material Transportation in Hospitals
Giuseppe Fragapane, Debjit Roy, Fabio Sgarbossa, Jan Ola Strandhagen24-32Collaborative Hybrid Delivery System: Drone Routing Problem Assisted by Truck
Ho Young Jeong, Seokcheon Lee33-42Drone Delivery Vehicle Routing Problem with Multi-flight Level
Yonggab Kim, Hoyoung Jung, Seokcheon Lee43-51
Multi-perspective View on Sustainable Production: A Literature Review
Marko Samardzic, Ugljesa Marjanovic55-63Determining Minimal Cost of Action for Task Allocation Within Mobile Robot Swarm in Production Environments
Elmir Babović, Denis Mušić, Bahrudin Hrnjica, Adil Joldić64-70A Hybrid Architecture for the Deployment of a Data Quality Management (DQM) System for Zero-Defect Manufacturing in Industry 4.0
Chiara Caccamo, Ragnhild Eleftheriadis, Maria Chiara Magnanini, Daryl Powell, Odd Myklebust71-77The Survival Analysis for a Predictive Maintenance in Manufacturing
Bahrudin Hrnjica, Selver Softic78-85Detection of Fluid Level in Bores for Batch Size One Assembly Automation Using Convolutional Neural Network
Alexej Simeth, Jessica Plaßmann, Peter Plapper86-93Barriers Hindering an Efficient Implementation Process of Digital Technologies; a Case Study at Norwegian Manufacturing Companies
Eirin Lodgaard, Hans Torvatn, Johanne Sørumsbrenden, Gaute Andreas Knutstad94-101Consistent Maintenance Order Processing with Digital Assistance Systems
Robert Rost, Axel Friedewald102-111Supporting Manufacturing Processes Design Using Stakeholder Opinions and Sentiment Analysis
Egon Lüftenegger, Selver Softic112-117Digitalization in Manufacturing: Trends, Drivers, Challenges, and Research Areas in Norway
Emrah Arica, Daryl Powell118-125Exploring Accidental Digital Servitization in an Industrial Context
Matthew Anderson, Shaun West, David Harrison126-135Integrated Business Planning Process: Link Between Supply Chain Planning and Financial Planning
Zied Jemai, Mohamed Haythem Selmi, Laurent Gregoire, Yves Dallery149-158
Forecasting the Number of Customers Visiting Restaurants Using Machine Learning and Statistical Method
Takashi Tanizaki, Shunsuke Kozuma, Takeshi Shimmura189-197Digital Ordering Improves Labor Productivity in Multiproduct Restaurants
Takeshi Shimmura, Syuichi Oura198-205Geospatial Intelligence for Health and Productivity Management in Japanese Restaurants and Other Industries
Takeshi Kurata206-214Engineering Large Event Catering Services
Kai-Wen Tien, Vittaldas V. Prabhu215-223A Study on Menu Planning Method Considering the Variation in Menu Orders - Application to Daily Foods in a Company Cafeteria
Ruriko Watanabe, Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara, Kyohei Irie, Kenji Yanagita, Kenichi Harada224-231Systems Engineering Analysis for Cooking Recipes from the Perspective of Work Instructions
Tomomi Nonaka, Kaoru Kamatani, Nobutada Fujii232-237
Group Scheduling and Due Date Assignment Without Restriction on a Single Machine
Ying Chen, Yongxi Cheng250-257Parallel Machine Scheduling withStochastic Workforce Skill Requirements
Xin Liu, Ming Liu258-265Multitasking Scheduling Problem with Uncertain Credit Risk
Feifeng Zheng, Zhaojie Wang, Yinfeng Xu, Ming Liu266-273Charging Scheduling Optimization of Battery Electric Bus with Controllable Task Completion
Feifeng Zheng, Zhixin Wang, Yinfeng Xu, Ming Liu282-289Research on the O2O Takeout Orders Merger and Routing Optimization
Wenjie Wang, Xue Xia, Lei Xie, Li Jiang, Yangyun Song290-298Exploiting the Full Potential of I4.0 Technologies for Products EOL Recovery Process
Valentina Popolo, Mose Gallo, Andrea Grassi, Maria Grazia Marchesano307-316An Approximation Algorithm for the k-Connected Location Set Cover Problem with Color-Spanning Constraint
Yin Wang, Yinfeng Xu317-325
How Is Value Created in the Circular Economy? Evidence from Remanufacturing and Repair Businesses
Melissa Correa Marques, Umit Sezer Bititci, Amos Peter Haniff340-350The Most Critical Decisions in Manufacturing: Implications for a Circular Economy
Nina Pereira Kvadsheim, Bella B. Nujen, Deodat Mwesiumo360-368Challenges in Setting up a Production Line During Pandemic
Kiwook Jung, Scott Nieman, Boonserm Kulvatunyou369-374
Developing a Qualitative Maturity Scale for Circularity in Manufacturing
Federica Acerbi, Vafa Järnefelt, Jorge Tiago Martins, Leila Saari, Katri Valkokari, Marco Taisch377-385Business Models in Circular Economy: A Systematic Literature Review
Beatrice Colombo, Paolo Gaiardelli, Stefano Dotti, Albachiara Boffelli386-393Industry 4.0 Driven Quantitative Methods for Circular Supply Chains: A Bibliometric Analysis
Biman Darshana Hettiarachchi, Stefan Seuring, Marcus Brandenburg394-401Rethinking Circular Business Models: The Role of the Learning Factory
Maria Flavia Mogos, Sigurd Sagen Vildåsen, Johanne Sørumsbrenden, Daryl Powell402-410Crop Selection and Scheduling for Green Production with Intercropping and Rotation
Canan Pehlivan, Thomas G. Yeung, Aline Munguia411-420
Generation Y – Modularity Enabling Radical Innovation
Bjørnar Henriksen, Carl Christian Røstad423-429Disassembly Line Balancing Using Recursive Optimization in Presence of Task-Failure
Rakshit Kumar Singh, Amit Raj Singh, Ravindra Kumar Yadav430-440Quantity-Flexibility Contract Models for the Supply Chain with Green-Sensitive Demand in the Automotive Manufacturing Industry
Zhe Yuan, Yeming Gong, Mingyang Chen441-449How Much Green Investments Are Efficient for a Smart Production System?
Rekha Guchhait, Mitali Sarkar, Biswajit Sarkar450-459
Reinforcement Learning for Layout Planning – Modelling the Layout Problem as MDP
Hendrik Unger, Frank Börner471-479Supply Chain Management by Blockchain
Gianfranco Genta, Agostino Villa, Gianni Piero Perrone480-488Optimization of Hierarchical Production Planning with Setup Time Feasibility for Effective Supply Chain Management
Guisen Xue, O. Felix Offodile489-498Integrated Planning of IoT-Based Smart Bin Allocation and Vehicle Routing in Solid Waste Management
Arindam Roy, Apurba Manna, Jungmin Kim, Ilkyeong Moon499-509
Methods of Forecasting Environmental Stress and Strain on Working Humans in the Digital Factory
Gert Zülch523-532Paraconsistent Annotated Evidential Logic Eτ Applied to Autonomous Robots in Logistic Center
Flávio Amadeu Bernardini, Marcia Silva, Jair Minoro Abe, Luiz Lima533-540Human Aspects in Collaborative Order Picking – What if Robots Learned How to Give Humans a Break?
Yaxu Niu, Frederik Schulte541-550Assembly System 4.0: Human-Robot Collaboration in Assembly Operations
Gursel A. Suer, Najat Almasarwah, Jesus Pagan, Yuqiu You551-560An Integrated QFD Approach for Industrial Robot Selection
Gülçin Büyüközkan, Öykü Ilıcak, Orhan Feyzioğlu561-570
A Comparative Study of Classification Methods on the States of the USA Based on COVID-19 Indicators
İbrahim Miraç Eligüzel, Eren Özceylan582-590Maintenance Data Management for Condition-Based Maintenance Implementation
Humberto Teixeira, Catarina Teixeira, Isabel Lopes591-598A Machine Learning Based Health Indicator Construction in Implementing Predictive Maintenance: A Real World Industrial Application from Manufacturing
Harshad Kurrewar, Ebru Turanouglu Bekar, Anders Skoogh, Per Nyqvist599-608Development of Convolutional Neural Network Architecture for Detecting Dangerous Goods for X-ray Aviation Security in Artificial Intelligence
Woong Kim, Chulung Lee609-615
Coalition Analysis on Two Manufactures and Two Retailers Supply Chain via Cooperative Game Theory
Taiki Saso, Tatsushi Nishi619-628Supply Chain Optimization Through Cooperative Negotiation by Using Backward Scheduling
Yoshitaka Tanimizu, Rika Kanbara629-636A Proposal of Scheduling Method Based on Decision Criteria Considering Electric Power Costs and Productivity
Masayuki Yabuuchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, Mio Nonaka, Kotone Senju637-645A New Representation and Adaptive Feature Selection for Evolving Compact Dispatching Rules for Dynamic Job Shop Scheduling with Genetic Programming
Salama Shady, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo646-654A Study on Sharing Logistics Network Design Considering Demand Uncertainty
Asumi Ito, Toshiya Kaihara, Daisuke Kokuryo, Nobutada Fujii655-662Reshaping the Supply Chain for Society 5.0
Rosanna Fornasiero, Andrea Zangiacomi663-670
Designed by Inria-IES Team :
Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David RomeroFront Matter
Autonomous Robots in Delivery Logistics
Sustainable Facility Location-Routing Problem for Blood Package Delivery by Drones with a Charging Station
Shirin Ghasemi, Reza Tavakkoli-Moghaddam, Mahdi Hamid, Meysam Hosseinzadeh3-14A MILP Formulation for an Automated Guided Vehicle Scheduling Problem with Battery Constraints
Adriano Masone, Teresa Murino, Claudio Sterle, Monica Strazzullo15-23Planning Autonomous Material Transportation in Hospitals
Giuseppe Fragapane, Debjit Roy, Fabio Sgarbossa, Jan Ola Strandhagen24-32Collaborative Hybrid Delivery System: Drone Routing Problem Assisted by Truck
Ho Young Jeong, Seokcheon Lee33-42Drone Delivery Vehicle Routing Problem with Multi-flight Level
Yonggab Kim, Hoyoung Jung, Seokcheon Lee43-51
Digital Transformation Approaches in Production Management
Multi-perspective View on Sustainable Production: A Literature Review
Marko Samardzic, Ugljesa Marjanovic55-63Determining Minimal Cost of Action for Task Allocation Within Mobile Robot Swarm in Production Environments
Elmir Babović, Denis Mušić, Bahrudin Hrnjica, Adil Joldić64-70A Hybrid Architecture for the Deployment of a Data Quality Management (DQM) System for Zero-Defect Manufacturing in Industry 4.0
Chiara Caccamo, Ragnhild Eleftheriadis, Maria Chiara Magnanini, Daryl Powell, Odd Myklebust71-77The Survival Analysis for a Predictive Maintenance in Manufacturing
Bahrudin Hrnjica, Selver Softic78-85Detection of Fluid Level in Bores for Batch Size One Assembly Automation Using Convolutional Neural Network
Alexej Simeth, Jessica Plaßmann, Peter Plapper86-93Barriers Hindering an Efficient Implementation Process of Digital Technologies; a Case Study at Norwegian Manufacturing Companies
Eirin Lodgaard, Hans Torvatn, Johanne Sørumsbrenden, Gaute Andreas Knutstad94-101Consistent Maintenance Order Processing with Digital Assistance Systems
Robert Rost, Axel Friedewald102-111Supporting Manufacturing Processes Design Using Stakeholder Opinions and Sentiment Analysis
Egon Lüftenegger, Selver Softic112-117Digitalization in Manufacturing: Trends, Drivers, Challenges, and Research Areas in Norway
Emrah Arica, Daryl Powell118-125Exploring Accidental Digital Servitization in an Industrial Context
Matthew Anderson, Shaun West, David Harrison126-135Integrated Business Planning Process: Link Between Supply Chain Planning and Financial Planning
Zied Jemai, Mohamed Haythem Selmi, Laurent Gregoire, Yves Dallery149-158
Gastronomic Service System Design
Forecasting the Number of Customers Visiting Restaurants Using Machine Learning and Statistical Method
Takashi Tanizaki, Shunsuke Kozuma, Takeshi Shimmura189-197Digital Ordering Improves Labor Productivity in Multiproduct Restaurants
Takeshi Shimmura, Syuichi Oura198-205Geospatial Intelligence for Health and Productivity Management in Japanese Restaurants and Other Industries
Takeshi Kurata206-214Engineering Large Event Catering Services
Kai-Wen Tien, Vittaldas V. Prabhu215-223A Study on Menu Planning Method Considering the Variation in Menu Orders - Application to Daily Foods in a Company Cafeteria
Ruriko Watanabe, Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara, Kyohei Irie, Kenji Yanagita, Kenichi Harada224-231Systems Engineering Analysis for Cooking Recipes from the Perspective of Work Instructions
Tomomi Nonaka, Kaoru Kamatani, Nobutada Fujii232-237
Modern Scheduling and Applications in Industry 4.0
Group Scheduling and Due Date Assignment Without Restriction on a Single Machine
Ying Chen, Yongxi Cheng250-257Parallel Machine Scheduling withStochastic Workforce Skill Requirements
Xin Liu, Ming Liu258-265Multitasking Scheduling Problem with Uncertain Credit Risk
Feifeng Zheng, Zhaojie Wang, Yinfeng Xu, Ming Liu266-273Charging Scheduling Optimization of Battery Electric Bus with Controllable Task Completion
Feifeng Zheng, Zhixin Wang, Yinfeng Xu, Ming Liu282-289Research on the O2O Takeout Orders Merger and Routing Optimization
Wenjie Wang, Xue Xia, Lei Xie, Li Jiang, Yangyun Song290-298Exploiting the Full Potential of I4.0 Technologies for Products EOL Recovery Process
Valentina Popolo, Mose Gallo, Andrea Grassi, Maria Grazia Marchesano307-316An Approximation Algorithm for the k-Connected Location Set Cover Problem with Color-Spanning Constraint
Yin Wang, Yinfeng Xu317-325
Recent Advances in Sustainable Manufacturing
How Is Value Created in the Circular Economy? Evidence from Remanufacturing and Repair Businesses
Melissa Correa Marques, Umit Sezer Bititci, Amos Peter Haniff340-350The Most Critical Decisions in Manufacturing: Implications for a Circular Economy
Nina Pereira Kvadsheim, Bella B. Nujen, Deodat Mwesiumo360-368Challenges in Setting up a Production Line During Pandemic
Kiwook Jung, Scott Nieman, Boonserm Kulvatunyou369-374
Regular Session: Green Production and Circularity Concepts
Developing a Qualitative Maturity Scale for Circularity in Manufacturing
Federica Acerbi, Vafa Järnefelt, Jorge Tiago Martins, Leila Saari, Katri Valkokari, Marco Taisch377-385Business Models in Circular Economy: A Systematic Literature Review
Beatrice Colombo, Paolo Gaiardelli, Stefano Dotti, Albachiara Boffelli386-393Industry 4.0 Driven Quantitative Methods for Circular Supply Chains: A Bibliometric Analysis
Biman Darshana Hettiarachchi, Stefan Seuring, Marcus Brandenburg394-401Rethinking Circular Business Models: The Role of the Learning Factory
Maria Flavia Mogos, Sigurd Sagen Vildåsen, Johanne Sørumsbrenden, Daryl Powell402-410Crop Selection and Scheduling for Green Production with Intercropping and Rotation
Canan Pehlivan, Thomas G. Yeung, Aline Munguia411-420
Regular Session: Improvement Models and Methods for Green and Innovative Systems
Generation Y – Modularity Enabling Radical Innovation
Bjørnar Henriksen, Carl Christian Røstad423-429Disassembly Line Balancing Using Recursive Optimization in Presence of Task-Failure
Rakshit Kumar Singh, Amit Raj Singh, Ravindra Kumar Yadav430-440Quantity-Flexibility Contract Models for the Supply Chain with Green-Sensitive Demand in the Automotive Manufacturing Industry
Zhe Yuan, Yeming Gong, Mingyang Chen441-449How Much Green Investments Are Efficient for a Smart Production System?
Rekha Guchhait, Mitali Sarkar, Biswajit Sarkar450-459
Regular Session: Supply Chain and Routing Management
Reinforcement Learning for Layout Planning – Modelling the Layout Problem as MDP
Hendrik Unger, Frank Börner471-479Supply Chain Management by Blockchain
Gianfranco Genta, Agostino Villa, Gianni Piero Perrone480-488Optimization of Hierarchical Production Planning with Setup Time Feasibility for Effective Supply Chain Management
Guisen Xue, O. Felix Offodile489-498Integrated Planning of IoT-Based Smart Bin Allocation and Vehicle Routing in Solid Waste Management
Arindam Roy, Apurba Manna, Jungmin Kim, Ilkyeong Moon499-509
Regular Session: Robotics and Human Aspects
Methods of Forecasting Environmental Stress and Strain on Working Humans in the Digital Factory
Gert Zülch523-532Paraconsistent Annotated Evidential Logic Eτ Applied to Autonomous Robots in Logistic Center
Flávio Amadeu Bernardini, Marcia Silva, Jair Minoro Abe, Luiz Lima533-540Human Aspects in Collaborative Order Picking – What if Robots Learned How to Give Humans a Break?
Yaxu Niu, Frederik Schulte541-550Assembly System 4.0: Human-Robot Collaboration in Assembly Operations
Gursel A. Suer, Najat Almasarwah, Jesus Pagan, Yuqiu You551-560An Integrated QFD Approach for Industrial Robot Selection
Gülçin Büyüközkan, Öykü Ilıcak, Orhan Feyzioğlu561-570
Regular Session: Classification and Data Management Methods
A Comparative Study of Classification Methods on the States of the USA Based on COVID-19 Indicators
İbrahim Miraç Eligüzel, Eren Özceylan582-590Maintenance Data Management for Condition-Based Maintenance Implementation
Humberto Teixeira, Catarina Teixeira, Isabel Lopes591-598A Machine Learning Based Health Indicator Construction in Implementing Predictive Maintenance: A Real World Industrial Application from Manufacturing
Harshad Kurrewar, Ebru Turanouglu Bekar, Anders Skoogh, Per Nyqvist599-608Development of Convolutional Neural Network Architecture for Detecting Dangerous Goods for X-ray Aviation Security in Artificial Intelligence
Woong Kim, Chulung Lee609-615
Smart Supply Chain and Production in Society 5.0 Era
Coalition Analysis on Two Manufactures and Two Retailers Supply Chain via Cooperative Game Theory
Taiki Saso, Tatsushi Nishi619-628Supply Chain Optimization Through Cooperative Negotiation by Using Backward Scheduling
Yoshitaka Tanimizu, Rika Kanbara629-636A Proposal of Scheduling Method Based on Decision Criteria Considering Electric Power Costs and Productivity
Masayuki Yabuuchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, Mio Nonaka, Kotone Senju637-645A New Representation and Adaptive Feature Selection for Evolving Compact Dispatching Rules for Dynamic Job Shop Scheduling with Genetic Programming
Salama Shady, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo646-654A Study on Sharing Logistics Network Design Considering Demand Uncertainty
Asumi Ito, Toshiya Kaihara, Daisuke Kokuryo, Nobutada Fujii655-662Reshaping the Supply Chain for Society 5.0
Rosanna Fornasiero, Andrea Zangiacomi663-670
