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Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems: IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 59, 2021, Proceedings, Part II 2021 ed. [Hardback]

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  • Formāts: Hardback, 713 pages, height x width: 235x155 mm, weight: 1268 g, 109 Illustrations, color; 54 Illustrations, black and white; XXVI, 713 p. 163 illus., 109 illus. in color., 1 Hardback
  • Sērija : IFIP Advances in Information and Communication Technology 631
  • Izdošanas datums: 02-Sep-2021
  • Izdevniecība: Springer Nature Switzerland AG
  • ISBN-10: 3030859010
  • ISBN-13: 9783030859015
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Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems: IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 59, 2021, Proceedings, Part II 2021 ed.Palielināt
  • Formāts: Hardback, 713 pages, height x width: 235x155 mm, weight: 1268 g, 109 Illustrations, color; 54 Illustrations, black and white; XXVI, 713 p. 163 illus., 109 illus. in color., 1 Hardback
  • Sērija : IFIP Advances in Information and Communication Technology 631
  • Izdošanas datums: 02-Sep-2021
  • Izdevniecība: Springer Nature Switzerland AG
  • ISBN-10: 3030859010
  • ISBN-13: 9783030859015
Citas grāmatas par šo tēmu:
Permanent link: https://www.kriso.lv/db/9783030859015.html
Keywords:
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 techniquesfor 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.
Digital Transformation of SME Manufacturers: The Crucial Role of
Standard.- Strategic roadmapping towards Industry 4.0 for manufacturing
SMEs.- Developing Digital Supply Networks 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
newnormal.- 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 & 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
institutionalframeworks 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 E 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.