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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 Romero*	Front 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 Hosseinzadeh*	3-14
A MILP Formulation for an Automated Guided Vehicle Scheduling Problem with Battery Constraints *Adriano Masone, Teresa Murino, Claudio Sterle, Monica Strazzullo*	15-23
Planning Autonomous Material Transportation in Hospitals *Giuseppe Fragapane, Debjit Roy, Fabio Sgarbossa, Jan Ola Strandhagen*	24-32
Collaborative Hybrid Delivery System: Drone Routing Problem Assisted by Truck *Ho Young Jeong, Seokcheon Lee*	33-42
Drone Delivery Vehicle Routing Problem with Multi-flight Level *Yonggab Kim, Hoyoung Jung, Seokcheon Lee*	43-51
Digital Transformation Approaches in Production Management
Multi-perspective View on Sustainable Production: A Literature Review *Marko Samardzic, Ugljesa Marjanovic*	55-63
Determining Minimal Cost of Action for Task Allocation Within Mobile Robot Swarm in Production Environments *Elmir Babović, Denis Mušić, Bahrudin Hrnjica, Adil Joldić*	64-70
A 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 Myklebust*	71-77
The Survival Analysis for a Predictive Maintenance in Manufacturing *Bahrudin Hrnjica, Selver Softic*	78-85
Detection of Fluid Level in Bores for Batch Size One Assembly Automation Using Convolutional Neural Network *Alexej Simeth, Jessica Plaßmann, Peter Plapper*	86-93
Barriers Hindering an Efficient Implementation Process of Digital Technologies; a Case Study at Norwegian Manufacturing Companies *Eirin Lodgaard, Hans Torvatn, Johanne Sørumsbrenden, Gaute Andreas Knutstad*	94-101
Consistent Maintenance Order Processing with Digital Assistance Systems *Robert Rost, Axel Friedewald*	102-111
Supporting Manufacturing Processes Design Using Stakeholder Opinions and Sentiment Analysis *Egon Lüftenegger, Selver Softic*	112-117
Digitalization in Manufacturing: Trends, Drivers, Challenges, and Research Areas in Norway *Emrah Arica, Daryl Powell*	118-125
Exploring Accidental Digital Servitization in an Industrial Context *Matthew Anderson, Shaun West, David Harrison*	126-135
Integrated Business Planning Process: Link Between Supply Chain Planning and Financial Planning *Zied Jemai, Mohamed Haythem Selmi, Laurent Gregoire, Yves Dallery*	149-158
Gastronomic Service System Design
Forecasting the Number of Customers Visiting Restaurants Using Machine Learning and Statistical Method *Takashi Tanizaki, Shunsuke Kozuma, Takeshi Shimmura*	189-197
Digital Ordering Improves Labor Productivity in Multiproduct Restaurants *Takeshi Shimmura, Syuichi Oura*	198-205
Geospatial Intelligence for Health and Productivity Management in Japanese Restaurants and Other Industries *Takeshi Kurata*	206-214
Engineering Large Event Catering Services *Kai-Wen Tien, Vittaldas V. Prabhu*	215-223
A 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 Harada*	224-231
Systems Engineering Analysis for Cooking Recipes from the Perspective of Work Instructions *Tomomi Nonaka, Kaoru Kamatani, Nobutada Fujii*	232-237
Modern Scheduling and Applications in Industry 4.0
Group Scheduling and Due Date Assignment Without Restriction on a Single Machine *Ying Chen, Yongxi Cheng*	250-257
Parallel Machine Scheduling withStochastic Workforce Skill Requirements *Xin Liu, Ming Liu*	258-265
Multitasking Scheduling Problem with Uncertain Credit Risk *Feifeng Zheng, Zhaojie Wang, Yinfeng Xu, Ming Liu*	266-273
Charging Scheduling Optimization of Battery Electric Bus with Controllable Task Completion *Feifeng Zheng, Zhixin Wang, Yinfeng Xu, Ming Liu*	282-289
Research on the O2O Takeout Orders Merger and Routing Optimization *Wenjie Wang, Xue Xia, Lei Xie, Li Jiang, Yangyun Song*	290-298
Exploiting the Full Potential of I4.0 Technologies for Products EOL Recovery Process *Valentina Popolo, Mose Gallo, Andrea Grassi, Maria Grazia Marchesano*	307-316
An Approximation Algorithm for the k-Connected Location Set Cover Problem with Color-Spanning Constraint *Yin Wang, Yinfeng Xu*	317-325
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 Haniff*	340-350
The Most Critical Decisions in Manufacturing: Implications for a Circular Economy *Nina Pereira Kvadsheim, Bella B. Nujen, Deodat Mwesiumo*	360-368
Challenges in Setting up a Production Line During Pandemic *Kiwook Jung, Scott Nieman, Boonserm Kulvatunyou*	369-374
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 Taisch*	377-385
Business Models in Circular Economy: A Systematic Literature Review *Beatrice Colombo, Paolo Gaiardelli, Stefano Dotti, Albachiara Boffelli*	386-393
Industry 4.0 Driven Quantitative Methods for Circular Supply Chains: A Bibliometric Analysis *Biman Darshana Hettiarachchi, Stefan Seuring, Marcus Brandenburg*	394-401
Rethinking Circular Business Models: The Role of the Learning Factory *Maria Flavia Mogos, Sigurd Sagen Vildåsen, Johanne Sørumsbrenden, Daryl Powell*	402-410
Crop Selection and Scheduling for Green Production with Intercropping and Rotation *Canan Pehlivan, Thomas G. Yeung, Aline Munguia*	411-420
Regular Session: Improvement Models and Methods for Green and Innovative Systems
Generation Y – Modularity Enabling Radical Innovation *Bjørnar Henriksen, Carl Christian Røstad*	423-429
Disassembly Line Balancing Using Recursive Optimization in Presence of Task-Failure *Rakshit Kumar Singh, Amit Raj Singh, Ravindra Kumar Yadav*	430-440
Quantity-Flexibility Contract Models for the Supply Chain with Green-Sensitive Demand in the Automotive Manufacturing Industry *Zhe Yuan, Yeming Gong, Mingyang Chen*	441-449
How Much Green Investments Are Efficient for a Smart Production System? *Rekha Guchhait, Mitali Sarkar, Biswajit Sarkar*	450-459
Regular Session: Supply Chain and Routing Management
Reinforcement Learning for Layout Planning – Modelling the Layout Problem as MDP *Hendrik Unger, Frank Börner*	471-479
Supply Chain Management by Blockchain *Gianfranco Genta, Agostino Villa, Gianni Piero Perrone*	480-488
Optimization of Hierarchical Production Planning with Setup Time Feasibility for Effective Supply Chain Management *Guisen Xue, O. Felix Offodile*	489-498
Integrated Planning of IoT-Based Smart Bin Allocation and Vehicle Routing in Solid Waste Management *Arindam Roy, Apurba Manna, Jungmin Kim, Ilkyeong Moon*	499-509
Regular Session: Robotics and Human Aspects
Methods of Forecasting Environmental Stress and Strain on Working Humans in the Digital Factory *Gert Zülch*	523-532
Paraconsistent Annotated Evidential Logic Eτ Applied to Autonomous Robots in Logistic Center *Flávio Amadeu Bernardini, Marcia Silva, Jair Minoro Abe, Luiz Lima*	533-540
Human Aspects in Collaborative Order Picking – What if Robots Learned How to Give Humans a Break? *Yaxu Niu, Frederik Schulte*	541-550
Assembly System 4.0: Human-Robot Collaboration in Assembly Operations *Gursel A. Suer, Najat Almasarwah, Jesus Pagan, Yuqiu You*	551-560
An Integrated QFD Approach for Industrial Robot Selection *Gülçin Büyüközkan, Öykü Ilıcak, Orhan Feyzioğlu*	561-570
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 Özceylan*	582-590
Maintenance Data Management for Condition-Based Maintenance Implementation *Humberto Teixeira, Catarina Teixeira, Isabel Lopes*	591-598
A 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 Nyqvist*	599-608
Development of Convolutional Neural Network Architecture for Detecting Dangerous Goods for X-ray Aviation Security in Artificial Intelligence *Woong Kim, Chulung Lee*	609-615
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 Nishi*	619-628
Supply Chain Optimization Through Cooperative Negotiation by Using Backward Scheduling *Yoshitaka Tanimizu, Rika Kanbara*	629-636
A 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 Senju*	637-645
A 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 Kokuryo*	646-654
A Study on Sharing Logistics Network Design Considering Demand Uncertainty *Asumi Ito, Toshiya Kaihara, Daisuke Kokuryo, Nobutada Fujii*	655-662
Reshaping the Supply Chain for Society 5.0 *Rosanna Fornasiero, Andrea Zangiacomi*	663-670

Autonomous Robots in Delivery Logistics

Digital Transformation Approaches in Production Management

Gastronomic Service System Design

Modern Scheduling and Applications in Industry 4.0

Recent Advances in Sustainable Manufacturing

Regular Session: Green Production and Circularity Concepts

Regular Session: Improvement Models and Methods for Green and Innovative Systems

Regular Session: Supply Chain and Routing Management

Regular Session: Robotics and Human Aspects

Regular Session: Classification and Data Management Methods

Smart Supply Chain and Production in Society 5.0 Era

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