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 II / edited by Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero.

Format:

Book

Contributor:

Dolgui, A. (Alexandre), Editor.

Bernard, Alain, Editor.

Lemoine, David., Editor.

Von Cieminski, Gregor, Editor.

Romero, David, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

IFIP advances in information and communication technology 1868-422X ; 631

IFIP Advances in Information and Communication Technology, 1868-422X ; 631

Language:

English

Subjects (All):

Computer-aided engineering.

Computer engineering.

Computer networks.

Application software.

Coding theory.

Information theory.

Artificial intelligence.

Electronic commerce.

Computer-Aided Engineering (CAD, CAE) and Design.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Coding and Information Theory.

Artificial Intelligence.

e-Commerce and e-Business.

Local Subjects:

Computer-Aided Engineering (CAD, CAE) and Design.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Coding and Information Theory.

Artificial Intelligence.

e-Commerce and e-Business.

Physical Description:

1 online resource (XXVI, 713 pages) : 163 illustrations, 109 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

The five-volume set IFIP AICT 630, 631, 632, 633, and 634 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2021, held in Nantes, France, in September 2021.* The 378 papers presented were carefully reviewed and selected from 529 submissions. They discuss artificial intelligence techniques, decision aid and new and renewed paradigms for sustainable and resilient production systems at four-wall factory and value chain levels. The papers are organized in the following topical sections: Part I: artificial intelligence based optimization techniques for demand-driven manufacturing; hybrid approaches for production planning and scheduling; intelligent systems for manufacturing planning and control in the industry 4.0; learning and robust decision support systems for agile manufacturing environments; low-code and model-driven engineering for production system; meta-heuristics and optimization techniques for energy-oriented manufacturing systems; metaheuristics for production systems; modern analytics and new AI-based smart techniques for replenishment and production planning under uncertainty; system identification for manufacturing control applications; and the future of lean thinking and practice Part II: digital transformation of SME manufacturers: the crucial role of standard; digital transformations towards supply chain resiliency; engineering of smart-product-service-systems of the future; lean and Six Sigma in services healthcare; new trends and challenges in reconfigurable, flexible or agile production system; production management in food supply chains; and sustainability in production planning and lot-sizing Part III: autonomous robots in delivery logistics; digital transformation approaches in production management; finance-driven supply chain; 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; and supply chain risk management under coronavirus Part IV: AI for resilience in global supply chain networks in the context of pandemic disruptions; blockchain in the operations and supply chain management; data-based services as key enablers for smart products, manufacturing and assembly; data-driven methods for supply chain optimization; digital twins based on systems engineering and semantic modeling; digital twins in companies first developments and future challenges; human-centered artificial intelligence in smart manufacturing for the operator 4.0; operations management in engineer-to-order manufacturing; product and asset life cycle management for smart and sustainable manufacturing systems; robotics technologies for control, smart manufacturing and logistics; serious games analytics: improving games and learning support; smart and sustainable production and supply chains; smart methods and techniques for sustainable supply chain management; the new digital lean manufacturing paradigm; and the role of emerging technologies in disaster relief operations: lessons from COVID-19 Part V: data-driven platforms and applications in production and logistics: digital twins and AI for sustainability; regular session: new approaches for routing problem solving; regular session: improvement of design and operation of manufacturing systems; regular session: crossdock and transportation issues; regular session: maintenance improvement and lifecycle management; regular session: additive manufacturing and mass customization; regular session: frameworks and conceptual modelling for systems and services efficiency; regular session: optimization of production and transportation systems; regular session: optimization of supply chain agility and reconfigurability; regular session: advanced modelling approaches; regular session: simulation and optimization of systems performances; regular session: AI-based approaches for quality and performance improvement of production systems; and regular session: risk and performance management of supply chains *The conference was held online.

Contents:

Digital Transformation of SME Manufacturers: The Crucial Role of Standard

Strategic roadmapping towards Industry 4.0 for manufacturing SMEs

Developing Digital Supply Network's Visibility Towards Transparency and Predictability

Proposing a Gamified Solution for SMEs' Use of Messaging Technology in Smart Manufacturing

Lean first ... then digitalize: a standard approach for Industry 4.0 implementation in SMEs

Analyzing the Impact Level of SMEs features over Digital Transformation: A case study

Digital Transformations Towards Supply Chain Resiliency

Information Distortion in a Fast Fashion Supply Network: the impact of digitalization

Smartwatch Integration in Digital Supply Chains

Cash-flow Bullwhip Effect in the Semiconductor Industry: An Empirical Investigation

Analytics with Stochastic Optimization: Experimental Results of Demand Uncertainty in a Process Industry

Modelling critical success factors for the implementation of Industry 4.0 in Indian manufacturing MSMEs

A Framework Integrating Internet of Things and Blockchain in Clinical Trials Reverse Supply Chain

Smart Integration of Blockchain in Air Cargo Handling for Profit Maximization

Requirements on Supply Chain Visibility: a case on inbound logistics

Liner Ship Freight Revenue and Fleet Deployment for Single Service

Digitization of Real-Time Predictive Maintenance for High Speed Machine Equipment

Engineering of Smart-Product-Service-Systems of the Future

Integrating Failure Mode, Effect and Criticality Analysis in the Overall Equipment Effectiveness framework to set a digital servitized machinery: an application case

Transformation of Manufacturing Firms: Towards Digital Servitization

Service Shop Performance Insights from ERP Data

From Qualitative to Quantitative Data Valuation in Manufacturing Companies

A methodology to build a framework for collaboration performance assessment in PSS delivery

Digital servitisation and smart services for the new normal

Improving maintenance service delivery through data and skill-based task allocation

Setting the Stage for Research on Aftermarket Production Systems in Operations Management

Smart Landscaping Services

The contracting of advanced services based on digitally-enabled product-service systems

Lean and Six Sigma in Services Healthcare

Lean Healthcare and Fast Track in Emergency - Systematic Integrative Review

Information, Communication and Knowledge for Lean Healthcare Management Guidelines, A Literature Revision

HFMEA-Fuzzy Model for Lean Waste Assessment in Health Care Units: Proposal and utilization cases

Motivators to application of DMAIC in patient care processes

Evaluation of Fast-Track Implementation on Emergency Department: A Literature Review

An Adaptive Large Neighborhood Search Method to Plan Patient's Journey in Healthcare

Capacity Management as a tool for improving infrastructure in the Lean Healthcare: a systematic review

MDE-S: A Case Study of the Health Company Diagnostic Method Applied in Three Health Units

Kaizen and Healthcare: A Bibliometric Analysis

The benefits of deploying the Toyota kata

An ACO algorithm for scheduling problem in health simulation center

Proposed Method for Identifying Emergency Unit Profiles from the Monthly Service Number

Lean Healthcare In Reducing HAI An Integrative Literature Review

Karakuri: A proposal to waste reduction in Health Service-. Home Healthcare Routing and Scheduling Problem during the COVID-19 Pandemic

Lean Transformation in Healthcare: A French Case Study

A Robust Home Health Care Scheduling and Routing Approach with Time Windows and Synchronization Constraints under Travel Time and Service Time Uncertainty

Lean Healthcare Applied Systematically in The Basic Image Examination Process In A Medium-sized Medical Clinic

Application of VSM for improving the medical processes - case study

DMAIC: a proposed method to improve the cleaning and disinfection process in hospitals

New Trends and Challenges in Reconfigurable, Flexible or Agile Production System

Proposal of a methodology to improve the level of automation of an assembly line

Scalability and Convertibility Models and Approaches for Reconfigurable Manufacturing Environments

Changeable Manufacturing: A Comparative Study of Requirements and Potentials in Two Industrial Cases

A Systematic Approach to Development of Changeable and Reconfigurable Manufacturing Systems

An Industry-Applicable Screening Tool for the Clarification of Changeability Requirements

Impact of Different Financial Evaluation Parameters for Reconfigurable Manufacturing System Investments

A hybrid architecture for a Reconfigurable Cellular Remanufacturing System

Assembly line balancing with inexperienced and trainer workers

FMS Scheduling Integration for Mass Customization

Economic Design of Matrix-structured Manufacturing Systems

Aggregate planning for multi-product assembly lines with reconfigurable cells

Integrated Workforce Allocation and Scheduling in a Reconfigurable Manufacturing System Considering Cloud Manufacturing

A bi-objective based measure for the scalability of reconfigurable manufacturing systems

Digital twin framework for reconfigurable manufacturing systems: Challenges and Requirements

Mathematical model for processing multiple parts on multi-positional reconfigurable machines with turrets

Production Management in Food Supply Chains

Food Exports from Brazil to the United Kingdom: An Exploratory Analysis of COVID-19 Impact on Trade

Application of hybrid metaheuristic optimization algorithm (SAGAC) in beef cattle logistics

Integrated Workforce Scheduling and Flexible Flow Shop Problem in the Meat Industry

Optimization Strategies for In-Store Order Picking in Omnichannel Retailing

Digital Twin application for the temperature and steam flow monitoring of a food pasteurization pilot plant

Investigating the role of institutional frameworks in food waste reduction at the retailer interface in the European Union

Predicting Exports using Time Series and Regression Trend Lines: Brazil and Germany Competition in Green and Roasted Coffee Industry

Scheduling of parallel print machines with sequence-dependent setup costs: A real-world case study

Use of Paraconsistent Logic Evidential Annotated Eτ in Logistic Systems

Selecting the Sustainable Fresh Food Surface Transport Array Using Analytic Hierarchy Process

Sustainability in Production Planning and Lot-Sizing

A partial nested decomposition approach forremanufacturing planning under uncertainty

A Lot-Sizing Model for Maintenance Planning in a Circular Economy context

An Integrated Single-Item Lot-Sizing Problem in a Two-Stage Industrial Symbiosis Supply Chain with Stochastic Demands

Three-phase method for the capacitated lot-sizing problem with sequence dependent setups

Optimization for lot-sizing problems under uncertainty: a data-driven perspective.

Other Format:

Printed edition:

ISBN:

978-3-030-85902-2

9783030859022

Access Restriction:

Restricted for use by site license.