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APMS 2021: Nantes, France
- Alexandre Dolgui

, Alain Bernard
, David Lemoine
, Gregor von Cieminski
, David Romero
:
Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems - IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5-9, 2021, Proceedings, Part III. IFIP Advances in Information and Communication Technology 632, Springer 2021, ISBN 978-3-030-85905-3
Autonomous Robots in Delivery Logistics
- Shirin Ghasemi

, Reza Tavakkoli-Moghaddam
, Mahdi Hamid
, Meysam Hosseinzadeh
:
Sustainable Facility Location-Routing Problem for Blood Package Delivery by Drones with a Charging Station. 3-14 - Adriano Masone

, Teresa Murino, Claudio Sterle, Monica Strazzullo:
A MILP Formulation for an Automated Guided Vehicle Scheduling Problem with Battery Constraints. 15-23 - Giuseppe Fragapane

, Debjit Roy
, Fabio Sgarbossa
, Jan Ola Strandhagen
:
Planning Autonomous Material Transportation in Hospitals. 24-32 - Ho Young Jeong

, Seokcheon Lee
:
Collaborative Hybrid Delivery System: Drone Routing Problem Assisted by Truck. 33-42 - Yonggab Kim

, Hoyoung Jung
, Seokcheon Lee
:
Drone Delivery Vehicle Routing Problem with Multi-flight Level. 43-51
Digital Transformation Approaches in Production Management
- Marko Samardzic

, Ugljesa Marjanovic
:
Multi-perspective View on Sustainable Production: A Literature Review. 55-63 - Elmir Babovic

, Denis Music, Bahrudin Hrnjica, Adil Joldic:
Determining Minimal Cost of Action for Task Allocation Within Mobile Robot Swarm in Production Environments. 64-70 - Chiara Caccamo

, Ragnhild Eleftheriadis
, Maria Chiara Magnanini
, Daryl Powell
, Odd Myklebust:
A Hybrid Architecture for the Deployment of a Data Quality Management (DQM) System for Zero-Defect Manufacturing in Industry 4.0. 71-77 - Bahrudin Hrnjica

, Selver Softic
:
The Survival Analysis for a Predictive Maintenance in Manufacturing. 78-85 - Alexej Simeth

, Jessica Plaßmann, Peter W. Plapper
:
Detection of Fluid Level in Bores for Batch Size One Assembly Automation Using Convolutional Neural Network. 86-93 - Eirin Lodgaard, Hans Torvatn

, Johanne Sørumsbrenden, Gaute Knutstad:
Barriers Hindering an Efficient Implementation Process of Digital Technologies; a Case Study at Norwegian Manufacturing Companies. 94-101 - Robert Rost

, Axel Friedewald:
Consistent Maintenance Order Processing with Digital Assistance Systems. 102-111 - Egon Lüftenegger

, Selver Softic
:
Supporting Manufacturing Processes Design Using Stakeholder Opinions and Sentiment Analysis. 112-117 - Emrah Arica, Daryl Powell:

Digitalization in Manufacturing: Trends, Drivers, Challenges, and Research Areas in Norway. 118-125 - Matthew Anderson

, Shaun West
, David Harrison
:
Exploring Accidental Digital Servitization in an Industrial Context. 126-135
Finance-Driven Supply Chain
- Franck Moraux, Dinh Anh Phan

, Thi Le Hoa Vo
:
Financing and Cost Sharing for a Supply Chain Under CSR - Sensitive Demand. 139-148 - Mohamed Haythem Selmi, Zied Jemaï, Laurent Grégoire, Yves Dallery:

Integrated Business Planning Process: Link Between Supply Chain Planning and Financial Planning. 149-158 - Yuan Bian, David Lemoine, Thomas G. Yeung, Nathalie Bostel, Vincent Hovelaque, Jean-Laurent Viviani:

An EOQ-Based Lot Sizing Model with Working Capital Requirements Financing Cost. 159-166 - Pooya Hedayatinia

, David Lemoine
, Guillaume Massonnet, Jean-Laurent Viviani
:
Put Option Contracts in Newsvendor Model with Bankruptcy Risk. 167-174 - Minh Tam Tran

, Yacine Rekik
, Khaled Hadj-Hamou
:
Pricing Decisions for an Omnichannel Retailing Under Service Level Considerations. 175-185
Gastronomic Service System Design
- Takashi Tanizaki, Shunsuke Kozuma, Takeshi Shimmura:

Forecasting the Number of Customers Visiting Restaurants Using Machine Learning and Statistical Method. 189-197 - Takeshi Shimmura, Syuichi Oura:

Digital Ordering Improves Labor Productivity in Multiproduct Restaurants. 198-205 - Takeshi Kurata:

Geospatial Intelligence for Health and Productivity Management in Japanese Restaurants and Other Industries. 206-214 - Kai-Wen Tien

, Vittaldas V. Prabhu:
Engineering Large Event Catering Services. 215-223 - Ruriko Watanabe, Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara

, Kyohei Irie, Kenji Yanagita, Kenichi Harada:
A Study on Menu Planning Method Considering the Variation in Menu Orders - Application to Daily Foods in a Company Cafeteria. 224-231 - Tomomi Nonaka, Kaoru Kamatani, Nobutada Fujii:

Systems Engineering Analysis for Cooking Recipes from the Perspective of Work Instructions. 232-237
Modern Scheduling and Applications in Industry 4.0
- Ming Liu, Yueyu Ding, Feng Chu

, Feifeng Zheng, Chengbin Chu:
Electric Bus Charging Scheduling Strategy with Stochastic Arrival Time and State of Charge. 241-249 - Ying Chen, Yongxi Cheng

:
Group Scheduling and Due Date Assignment Without Restriction on a Single Machine. 250-257 - Xin Liu, Ming Liu:

Parallel Machine Scheduling withStochastic Workforce Skill Requirements. 258-265 - Feifeng Zheng, Zhaojie Wang, Yinfeng Xu, Ming Liu:

Multitasking Scheduling Problem with Uncertain Credit Risk. 266-273 - Ming Liu, Yecheng Zhao, Feng Chu

, Feifeng Zheng, Chengbin Chu:
A Mathematical Model for Bus Scheduling with Conditional Signal Priority. 274-281 - Feifeng Zheng, Zhixin Wang

, Yinfeng Xu, Ming Liu:
Charging Scheduling Optimization of Battery Electric Bus with Controllable Task Completion. 282-289 - Wenjie Wang, Xue Xia, Lei Xie

, Li Jiang, Yangyun Song:
Research on the O2O Takeout Orders Merger and Routing Optimization. 290-298 - Meryem Bamoumen

, Selwa Elfirdoussi
, Libo Ren
, Nikolay Tchernev
:
A MILP Model for the Scheduling of a Multiproduct Tree-Structure Pipeline Network in Mining Industry. 299-306 - Valentina Popolo, Mosè Gallo, Andrea Grassi

, Maria Grazia Marchesano
:
Exploiting the Full Potential of I4.0 Technologies for Products EOL Recovery Process. 307-316 - Yin Wang

, Yinfeng Xu:
An Approximation Algorithm for the k-Connected Location Set Cover Problem with Color-Spanning Constraint. 317-325
Recent Advances in Sustainable Manufacturing
- Imen Khettabi, Lyès Benyoucef, Mohamed Amine Boutiche:

Sustainable Process Plan Generation in RMS: A Comparative Study of Two Multi-objective Evolutionary Approaches. 329-339 - Melissa Correa Marques

, Umit S. Bititci, Amos Peter Haniff:
How Is Value Created in the Circular Economy? Evidence from Remanufacturing and Repair Businesses. 340-350 - Jairo R. Montoya-Torres

, Valerie Botta-Genoulaz
, Nick Materzok, Þorgeir Páll Gíslason, Sélène Mendiela:
Modeling the Parallel Machine Scheduling Problem with Worker- and Position-Dependent Processing Times. 351-359 - Nina Pereira Kvadsheim, Bella Belerivana Nujen

, Deodat Mwesiumo:
The Most Critical Decisions in Manufacturing: Implications for a Circular Economy. 360-368 - Kiwook Jung, Scott Nieman, Boonserm Kulvatunyou:

Challenges in Setting up a Production Line During Pandemic. 369-374
Green Production and Circularity Concepts
- Federica Acerbi

, Vafa Järnefelt, Jorge Tiago Martins
, Leila Saari
, Katri Valkokari
, Marco Taisch
:
Developing a Qualitative Maturity Scale for Circularity in Manufacturing. 377-385 - Beatrice Colombo

, Paolo Gaiardelli, Stefano Dotti, Albachiara Boffelli
:
Business Models in Circular Economy: A Systematic Literature Review. 386-393 - Biman Darshana Hettiarachchi

, Stefan Seuring
, Marcus Brandenburg
:
Industry 4.0 Driven Quantitative Methods for Circular Supply Chains: A Bibliometric Analysis. 394-401 - Maria Flavia Mogos

, Sigurd Sagen Vildåsen, Johanne Sørumsbrenden, Daryl Powell
:
Rethinking Circular Business Models: The Role of the Learning Factory. 402-410 - Canan Pehlivan

, Thomas G. Yeung, Aline Suzette Alvarado Munguia:
Crop Selection and Scheduling for Green Production with Intercropping and Rotation. 411-420
Improvement Models and Methods for Green and Innovative Systems
- Bjørnar Henriksen, Carl Christian Røstad

:
Generation Y - Modularity Enabling Radical Innovation. 423-429 - Rakshit Kumar Singh

, Amit Raj Singh
, Ravindra Kumar Yadav:
Disassembly Line Balancing Using Recursive Optimization in Presence of Task-Failure. 430-440 - Zhe Yuan

, Yeming Gong
, Mingyang Chen
:
Quantity-Flexibility Contract Models for the Supply Chain with Green-Sensitive Demand in the Automotive Manufacturing Industry. 441-449 - Rekha Guchhait

, Mitali Sarkar
, Biswajit Sarkar
:
How Much Green Investments Are Efficient for a Smart Production System? 450-459 - Achergui Abdelhalim

, Hamid Allaoui
, Tienté Hsu:
Demand Driven Material Requirements Planning Buffer Positioning Considering Carbon Emissions. 460-468
Supply Chain and Routing Management
- Hendrik Unger

, Frank Börner
:
Reinforcement Learning for Layout Planning - Modelling the Layout Problem as MDP. 471-479 - Gianfranco Genta

, Agostino Villa, Gianni Piero Perrone:
Supply Chain Management by Blockchain. 480-488 - Guisen Xue

, O. Felix Offodile
:
Optimization of Hierarchical Production Planning with Setup Time Feasibility for Effective Supply Chain Management. 489-498 - Arindam Roy

, Apurba Manna, Jungmin Kim
, Ilkyeong Moon:
Integrated Planning of IoT-Based Smart Bin Allocation and Vehicle Routing in Solid Waste Management. 499-509 - Mohammad Amin Yazdani

, Daniel Roy
, Sophie Hennequin
:
Smart Contracts Implementation in the Allocation of Covid-19 Vaccines. 510-520
Robotics and Human Aspects
- Gert Zülch:

Methods of Forecasting Environmental Stress and Strain on Working Humans in the Digital Factory. 523-532 - Flavio Amadeu Bernardini

, Márcia Terra da Silva
, Jair Minoro Abe
, Luiz Antônio de Lima
:
Paraconsistent Annotated Evidential Logic Eτ Applied to Autonomous Robots in Logistic Center. 533-540 - Yaxu Niu, Frederik Schulte:

Human Aspects in Collaborative Order Picking - What if Robots Learned How to Give Humans a Break? 541-550 - Gürsel A. Süer, Najat Almasarwah

, Jesus Pagan, Yuqiu You:
Assembly System 4.0: Human-Robot Collaboration in Assembly Operations. 551-560 - Gülçin Büyüközkan

, Öykü Ilicak
, Orhan Feyzioglu
:
An Integrated QFD Approach for Industrial Robot Selection. 561-570
Classification and Data Management Methods
- Sylvain Chabanet

, Valentin Chazelle, Philippe Thomas
, Hind Bril El Haouzi
:
Dissimilarity to Class Medoids as Features for 3D Point Cloud Classification. 573-581 - Ibrahim Miraç Eligüzel

, Eren Özceylan
:
A Comparative Study of Classification Methods on the States of the USA Based on COVID-19 Indicators. 582-590 - Humberto Teixeira, Catarina Teixeira

, Isabel Lopes
:
Maintenance Data Management for Condition-Based Maintenance Implementation. 591-598 - Harshad Kurrewar, Ebru Turanoglu Bekar

, Anders Skoogh
, Per Nyqvist:
A Machine Learning Based Health Indicator Construction in Implementing Predictive Maintenance: A Real World Industrial Application from Manufacturing. 599-608 - Woong Kim

, Chulung Lee:
Development of Convolutional Neural Network Architecture for Detecting Dangerous Goods for X-ray Aviation Security in Artificial Intelligence. 609-615
Smart Supply Chain and Production in Society 5.0 Era
- Taiki Saso, Tatsushi Nishi:

Coalition Analysis on Two Manufactures and Two Retailers Supply Chain via Cooperative Game Theory. 619-628 - Yoshitaka Tanimizu, Rika Kanbara:

Supply Chain Optimization Through Cooperative Negotiation by Using Backward Scheduling. 629-636 - Masayuki Yabuuchi, Toshiya Kaihara

, Nobutada Fujii, Daisuke Kokuryo, Mio Nonaka, Kotone Senju:
A Proposal of Scheduling Method Based on Decision Criteria Considering Electric Power Costs and Productivity. 637-645 - Shady Salama

, Toshiya Kaihara
, Nobutada Fujii, Daisuke Kokuryo:
A New Representation and Adaptive Feature Selection for Evolving Compact Dispatching Rules for Dynamic Job Shop Scheduling with Genetic Programming. 646-654 - Asumi Ito

, Toshiya Kaihara
, Daisuke Kokuryo
, Nobutada Fujii
:
A Study on Sharing Logistics Network Design Considering Demand Uncertainty. 655-662 - Rosanna Fornasiero

, Andrea Zangiacomi
:
Reshaping the Supply Chain for Society 5.0. 663-670
Supply Chain Risk Management Under Coronavirus
- Ming Liu, Hao Tang, Feng Chu

, Feifeng Zheng, Chengbin Chu:
A Tabu Search Heuristic for the Robust Dynamic Bayesian Network Optimisation Problem Under the Supply Chain Ripple Effect. 673-680 - Ming Liu, Tao Lin, Feng Chu

, Feifeng Zheng, Chengbin Chu:
A New Robust Dynamic Bayesian Network Model with Bounded Deviation Budget for Disruption Risk Evaluation. 681-688 - Ming Liu, Zhongzheng Liu, Feng Chu

, Feifeng Zheng, Chengbin Chu:
Stochastic Integrated Supplier Selection and Disruption Risk Assessment Under Ripple Effect. 689-696 - Jihene Jlassi, Nesrin Halouani

, Abderrahman El Mhamedi
:
Pharmaceutical Supply Chain Risk Assessment in the Time of COVID 19/Case Study. 697-704

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