Muutke küpsiste eelistusi

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 III 2021 ed. [Kõva köide]

Edited by , Edited by , Edited by , Edited by , Edited by
  • Formaat: Hardback, 707 pages, kõrgus x laius: 235x155 mm, kaal: 1262 g, 130 Illustrations, color; 50 Illustrations, black and white; XXVI, 707 p. 180 illus., 130 illus. in color., 1 Hardback
  • Sari: IFIP Advances in Information and Communication Technology 632
  • Ilmumisaeg: 02-Sep-2021
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030859053
  • ISBN-13: 9783030859053
  • Kõva köide
  • Hind: 141,35 €*
  • * hind on lõplik, st. muud allahindlused enam ei rakendu
  • Tavahind: 166,29 €
  • Säästad 15%
  • Raamatu kohalejõudmiseks kirjastusest kulub orienteeruvalt 2-4 nädalat
  • Kogus:
  • Lisa ostukorvi
  • Tasuta tarne
  • Tellimisaeg 2-4 nädalat
  • Lisa soovinimekirja
  • Formaat: Hardback, 707 pages, kõrgus x laius: 235x155 mm, kaal: 1262 g, 130 Illustrations, color; 50 Illustrations, black and white; XXVI, 707 p. 180 illus., 130 illus. in color., 1 Hardback
  • Sari: IFIP Advances in Information and Communication Technology 632
  • Ilmumisaeg: 02-Sep-2021
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030859053
  • ISBN-13: 9783030859053
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.
Autonomous Robots in Delivery Logistics.- Sustainable Facility
Location-Routing Problem for Blood Package Delivery by Drones with a Charging
Station.- A MILP formulation for an Automated Guided Vehicle Scheduling
Problem with battery constraints.- Planning autonomous material
transportation in hospitals.- Collaborative hybrid delivery system: Drone
routing problem assisted by truck.- Drone Delivery Vehicle Routing Problem
with Multi-flight Level.- Digital Transformation Approaches in Production
Management.- Multi-perspective view on sustainable production: A literature
review.- Determining Minimal Cost of Action for Task Allocation Within Mobile
Robot Swarm in Production Environments.- A hybrid architecture for the
deployment of a Digitally-enhanced Quality Management (DQM) System for
Zero-Defect Manufacturing in Industry 4.0.- The Survival Analysis for A
Predictive Maintenance in Manufacturing.- Detection of fluid level in bores
for batch size one assembly automation using convolutional neuronal network.-
Barriers hindering an efficient implementation process of digital
technologies; a case study at Norwegian manufacturing companies.- Consistent
Maintenance Order Processing with Digital Assistance Systems.- Supporting
Manufacturing Processes Design Using Stakeholder Opinions and Sentiment
Analysis.- Digitalization in Manufacturing: Trends, Drivers, Challenges, and
Research Areas in Norway.- Exploring Accidental Digital Servitization In An
Industrial Context.- Finance-Driven Supply Chain.- Financing and Cost sharing
for a Supply Chain under CSR - sensitive demand.- Integrated Business
Planning Process: Link between supply chain planning and financial planning.-
An EOQ-based lot sizing model with working capital requirements financing
cost.- Put option contracts in Newsvendor Model with bankruptcy risk.-
Pricing Decisions for an Omnichannel Retailing under Service Level
Considerations.- Gastronomic Service System Design.- Forecasting the Number
of Customers Visiting Restaurants Using Machine Learning and Statistical
Method.- Digital Ordering Improves Labor Productivity in Multiproduct
Restaurants.- Geospatial Intelligence for Health and Productivity Management
in Japanese Restaurants and Other Industries.- Engineering Large Event
Catering Services.- A Study on Menu Planning Method Considering the Variation
in Menu Orders - Application to daily foods in a company cafeteria.- Systems
engineering analysis for cooking recipes from the perspective of work
instructions.- Modern Scheduling and Applications in Industry 4.0.- Electric
Bus Charging Scheduling Strategy with Stochastic Arrival Time and State of
Charge.- Group scheduling and due date assignment without restriction on a
single machine.- Parallel machine scheduling with stochastic workforce skill
requirements.- Multitasking Scheduling Problem with Uncertain Credit Risk.- A
mathematical model for bus scheduling with conditional signal priority.-
Charging Scheduling Optimization of Battery Electric Bus with Controllable
Task Completion.- Research on the O2O Takeout Orders Merger and Routing
Optimization.- A MILP model for the scheduling of a multiproduct
tree-structure pipeline network in mining industry.- Exploiting the full
potential of I4.0 technologies for products EOL recovery process.- An
Approximation Algorithm for the k-Connected Location Set Cover Problem with
Color-spanning Constraint.- Recent Advances in Sustainable Manufacturing.-
Sustainable Process Plan Generation in RMS: A Comparative Study of Two
Multi-objective Evolutionary Approaches.- How is value created in the
circular economy? Evidence from remanufacturing and repair businesses.-
Modeling the Parallel Machine Scheduling Problem with Worker- and
Position-Dependent Processing Times.- The most critical decisions in
manufacturing: Implications for a Circular Economy.- Challenges in Setting up
a Production Line during Pandemic.- Regular Session: Green Production
andCircularity Concepts.- Developing a qualitative maturity scale for
circularity in manufacturing.- Business Models in Circular Economy: A
Systematic Literature Review.- Industry 4.0 Driven Quantitative Methods for
Circular Supply Chains: A Bibliometric Analysis.- Rethinking Circular
Business Models: The Role of the Learning Factory.- Crop selection and
scheduling for green production with intercropping and rotation.- Regular
Session: Improvement Models and Methods for Green and Innovative Systems.-
Generation Y Modularity Enabling Radical Innovation.- Disassembly Line
Balancing using Recursive Optimization in presence of Task-Failure.-
Quantity-flexibility contract models for the supply chain with
green-sensitive demand in the automotive manufacturing industry.- How much
green investments are efficient for a smart production system?.- DDMRP buffer
positioning considering carbon emissions.- Regular Session: Supply Chain and
Routing Management.- Reinforcement Learningfor Layout Planning Modelling
the Layout Problem as MDP.- Supply chain management by blockchain.-
Optimization of Hierarchical Production Planning with Setup Time Feasibility
for Effective Supply Chain Management.- Integrated Planning of IoT-based
Smart Bin Allocation and Vehicle Routing in Solid Waste Management.- Smart
contracts implementation in the allocation of vaccines.- Regular Session:
Robotics and Human Aspects.- Methods of Forecasting Environmental Stress and
Strain on Working Humans in the Digital Factory.- Paraconsistent Annotated
Evidential Logic E Applied to Autonomous Robots in Logistic Center.- Human
Aspects in Collaborative Order Picking What if Robots learned how to Give
Humansa Break?.- Human-robot collaboration in assembly operations/ Assembly
system 4.0.- An Integrated QFD Approach for Industrial Robot Selection.-
Regular Session: Classification and Data Management Methods.- Dissimilarity
to class medoids as features for 3D point cloud classification.- A
Comparative Study of Classification Methods on the States of the USA based on
COVID-19 Indicators.- Maintenance data management for condition-based
maintenance implementation.- A machine learning based health indicator
construction in implementing predictive maintenance: A real world industrial
application from manufacturing.- Development of Convolutional Neural Network
Architecture for Detecting Dangerous Goods for X-ray Aviation Security in
Artificial Intelligence.- Smart Supply Chain and Production in Society 5.0
Era.- Coalition Analysis on Two Manufactures and Two Retailers Supply Chain
via Cooperative Game Theory.- Supply Chain Optimization through Cooperative
Negotiation by Using Backward Scheduling.- A proposal of scheduling method
based on decision criteria considering electric power costs and
productivity.- A New Representation and Adaptive Feature Selection for
Evolving Compact Dispatching Rules for Dynamic Job Shop Scheduling with
Genetic Programming.- A studyon sharing logistics network design considering
demand uncertainty.- Reshaping the Supply Chain for Society 5.0.- Supply
Chain Risk Management Under Coronavirus.- A tabu search heuristic for the
robust dynamic bayesian network optimisation problem under the supply chain
ripple effect.- A new robust dynamic Bayesian network model with bounded
deviation budget for disruption risk evaluation.- Stochastic integrated
supplier selection and disruption risk assessment under ripple effect.-
Pharmaceutical Supply Chain risk assessment in the time of COVID 19/ Case
Study.