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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
A MILP Formulation for an Automated Guided Vehicle Scheduling Problem with Battery Constraints
Adriano Masone, Teresa Murino, Claudio Sterle, Monica Strazzullo
Planning Autonomous Material Transportation in Hospitals
Giuseppe Fragapane, Debjit Roy, Fabio Sgarbossa, Jan Ola Strandhagen
Collaborative Hybrid Delivery System: Drone Routing Problem Assisted by Truck
Ho Young Jeong, Seokcheon Lee
Drone Delivery Vehicle Routing Problem with Multi-flight Level
Yonggab Kim, Hoyoung Jung, Seokcheon Lee

Digital Transformation Approaches in Production Management

Multi-perspective View on Sustainable Production: A Literature Review
Marko Samardzic, Ugljesa Marjanovic
Determining Minimal Cost of Action for Task Allocation Within Mobile Robot Swarm in Production Environments
Elmir Babović, Denis Mušić, Bahrudin Hrnjica, Adil Joldić
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
The Survival Analysis for a Predictive Maintenance in Manufacturing
Bahrudin Hrnjica, Selver Softic
Detection of Fluid Level in Bores for Batch Size One Assembly Automation Using Convolutional Neural Network
Alexej Simeth, Jessica Plaßmann, Peter Plapper
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
Consistent Maintenance Order Processing with Digital Assistance Systems
Robert Rost, Axel Friedewald
Supporting Manufacturing Processes Design Using Stakeholder Opinions and Sentiment Analysis
Egon Lüftenegger, Selver Softic
Digitalization in Manufacturing: Trends, Drivers, Challenges, and Research Areas in Norway
Emrah Arica, Daryl Powell
Exploring Accidental Digital Servitization in an Industrial Context
Matthew Anderson, Shaun West, David Harrison
Integrated Business Planning Process: Link Between Supply Chain Planning and Financial Planning
Zied Jemai, Mohamed Haythem Selmi, Laurent Gregoire, Yves Dallery

Gastronomic Service System Design

Forecasting the Number of Customers Visiting Restaurants Using Machine Learning and Statistical Method
Takashi Tanizaki, Shunsuke Kozuma, Takeshi Shimmura
Digital Ordering Improves Labor Productivity in Multiproduct Restaurants
Takeshi Shimmura, Syuichi Oura
Geospatial Intelligence for Health and Productivity Management in Japanese Restaurants and Other Industries
Takeshi Kurata
Engineering Large Event Catering Services
Kai-Wen Tien, Vittaldas V. Prabhu
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
Systems Engineering Analysis for Cooking Recipes from the Perspective of Work Instructions
Tomomi Nonaka, Kaoru Kamatani, Nobutada Fujii

Modern Scheduling and Applications in Industry 4.0

Group Scheduling and Due Date Assignment Without Restriction on a Single Machine
Ying Chen, Yongxi Cheng
Parallel Machine Scheduling withStochastic Workforce Skill Requirements
Xin Liu, Ming Liu
Multitasking Scheduling Problem with Uncertain Credit Risk
Feifeng Zheng, Zhaojie Wang, Yinfeng Xu, Ming Liu
Charging Scheduling Optimization of Battery Electric Bus with Controllable Task Completion
Feifeng Zheng, Zhixin Wang, Yinfeng Xu, Ming Liu
Research on the O2O Takeout Orders Merger and Routing Optimization
Wenjie Wang, Xue Xia, Lei Xie, Li Jiang, Yangyun Song
Exploiting the Full Potential of I4.0 Technologies for Products EOL Recovery Process
Valentina Popolo, Mose Gallo, Andrea Grassi, Maria Grazia Marchesano
An Approximation Algorithm for the k-Connected Location Set Cover Problem with Color-Spanning Constraint
Yin Wang, Yinfeng Xu

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
The Most Critical Decisions in Manufacturing: Implications for a Circular Economy
Nina Pereira Kvadsheim, Bella B. Nujen, Deodat Mwesiumo
Challenges in Setting up a Production Line During Pandemic
Kiwook Jung, Scott Nieman, Boonserm Kulvatunyou

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
Business Models in Circular Economy: A Systematic Literature Review
Beatrice Colombo, Paolo Gaiardelli, Stefano Dotti, Albachiara Boffelli
Industry 4.0 Driven Quantitative Methods for Circular Supply Chains: A Bibliometric Analysis
Biman Darshana Hettiarachchi, Stefan Seuring, Marcus Brandenburg
Rethinking Circular Business Models: The Role of the Learning Factory
Maria Flavia Mogos, Sigurd Sagen Vildåsen, Johanne Sørumsbrenden, Daryl Powell
Crop Selection and Scheduling for Green Production with Intercropping and Rotation
Canan Pehlivan, Thomas G. Yeung, Aline Munguia

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

Generation Y – Modularity Enabling Radical Innovation
Bjørnar Henriksen, Carl Christian Røstad
Disassembly Line Balancing Using Recursive Optimization in Presence of Task-Failure
Rakshit Kumar Singh, Amit Raj Singh, Ravindra Kumar Yadav
Quantity-Flexibility Contract Models for the Supply Chain with Green-Sensitive Demand in the Automotive Manufacturing Industry
Zhe Yuan, Yeming Gong, Mingyang Chen
How Much Green Investments Are Efficient for a Smart Production System?
Rekha Guchhait, Mitali Sarkar, Biswajit Sarkar

Regular Session: Supply Chain and Routing Management

Reinforcement Learning for Layout Planning – Modelling the Layout Problem as MDP
Hendrik Unger, Frank Börner
Supply Chain Management by Blockchain
Gianfranco Genta, Agostino Villa, Gianni Piero Perrone
Optimization of Hierarchical Production Planning with Setup Time Feasibility for Effective Supply Chain Management
Guisen Xue, O. Felix Offodile
Integrated Planning of IoT-Based Smart Bin Allocation and Vehicle Routing in Solid Waste Management
Arindam Roy, Apurba Manna, Jungmin Kim, Ilkyeong Moon

Regular Session: Robotics and Human Aspects

Methods of Forecasting Environmental Stress and Strain on Working Humans in the Digital Factory
Gert Zülch
Paraconsistent Annotated Evidential Logic Eτ Applied to Autonomous Robots in Logistic Center
Flávio Amadeu Bernardini, Marcia Silva, Jair Minoro Abe, Luiz Lima
Human Aspects in Collaborative Order Picking – What if Robots Learned How to Give Humans a Break?
Yaxu Niu, Frederik Schulte
Assembly System 4.0: Human-Robot Collaboration in Assembly Operations
Gursel A. Suer, Najat Almasarwah, Jesus Pagan, Yuqiu You
An Integrated QFD Approach for Industrial Robot Selection
Gülçin Büyüközkan, Öykü Ilıcak, Orhan Feyzioğlu

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
Maintenance Data Management for Condition-Based Maintenance Implementation
Humberto Teixeira, Catarina Teixeira, Isabel Lopes
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
Development of Convolutional Neural Network Architecture for Detecting Dangerous Goods for X-ray Aviation Security in Artificial Intelligence
Woong Kim, Chulung Lee

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
Supply Chain Optimization Through Cooperative Negotiation by Using Backward Scheduling
Yoshitaka Tanimizu, Rika Kanbara
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
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
A Study on Sharing Logistics Network Design Considering Demand Uncertainty
Asumi Ito, Toshiya Kaihara, Daisuke Kokuryo, Nobutada Fujii
Reshaping the Supply Chain for Society 5.0
Rosanna Fornasiero, Andrea Zangiacomi


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