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Advances in production management systems = production management systems for volatile, uncertain, complex, and ambiguous environments : 43rd IFIP WG 5.7 International Conference, APMS 2024, Chemnitz, Germany, September 8-12, 2024 : proceedings.. Part IV /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in production management systems/ edited by Matthias Thürer ... [et al.].
其他題名:	production management systems for volatile, uncertain, complex, and ambiguous environments : 43rd IFIP WG 5.7 International Conference, APMS 2024, Chemnitz, Germany, September 8-12, 2024 : proceedings.
其他題名:	APMS 2024
其他作者:	Thürer, Matthias.
團體作者:	IFIP WG 5.7 Working Conference on Advances in Production Management Systems
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xiv, 478 p. :ill. (chiefly color), digital ;24 cm.
內容註:	Digital Transformation Approaches in Production and Management. -- Leveraging Sentiment Analysis and Reporting for Re-Designing Business Processes using Large Language Models: A SentiProMo Case Study in Airline Check-In Processes. -- Development of a Framework for Data-Supported Personas. -- Fuzzy Maturity Model for Transformative Procurement Readiness: Procurement 4.0 perspective. -- Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer. -- Assessing Additive Manufacturing and Digital Inventory Ecosystem in the Oil & Gas Context. -- Unlocking the potential of blockchain in road freight transportation operations. -- Digital Transformation Towards Human-Centricity: A Systematic Literature Review. -- Literature Review on the Current State-of-the-Art in Research and Technological Advancements in the Field of Machine Learning applied to Predictive Maintenance. -- Coordinating Digital Transformation: Exploring IT Organizational Adaptations in International Manufacturing Networks. -- Building Digital Capabilities in Manufacturing SMEs. -- Dashboard Development for the Quality Department of a Company from the Automotive Industry. -- Digitalizing Smallholder Farmer Agri-Food Supply Chains: A Case Study from a Developing Economy. -- Let them eat data - a concept that allows us to share data from farm to fork (and back to the farm. -- Simplifying data analysis: A visualization framework and practical application for complex BEV data. -- Integrating AI with lean manufacturing in the context of industry 4.0/5.0: Current Trends and Applications. -- New Horizons for Intelligent Manufacturing Systems with IoT, AI, and Digital Twins. -- Dynamic pricing for fashion supply chain with blockchain supported value authentication. -- An Explorative Study of AI Applications in Composite Material Extrusion Additive Manufacturing. -- Explainable Artificial Intelligence in Manufacturing Operations: a bibliometric analysis. -- Pre-Post Analysis on Multi-Skill Development using Flow Line Data at Expressway Service Area Facilities. -- Human - Data Analytics Interaction through Voice Assistance in Electric Vehicle's Battery Testing. -- Towards a Maturity Model for Intelligent Digital Twins in Manufacturing. -- Information Modeling for Data-driven Digital Twin Simulation: Insights from Case Studies of Port Logistics and Urban Traffic Systems. -- Lenses on Data: Toward an Application Perspective on Data in Manufacturing. -- A Methodology for Identification of Reconfigurability Enablers and Application in a Manufacturing System -- Computer Vision-based Digital Twin and Digital Services for Dynamic Production and Logistics Environment. -- Digital Twin-driven Reinforcement Learning for Dynamic Path Planning of AGV Systems. -- Instance Segmentation and Digital Twin Use Case for WIP Tracking in Heavy Industry. -- An Authoring Tool for Mixed Reality Interfaces for Digital Twins in Manufacturing. -- Advanced Time Block Analysis for Manual Assembly Tasks in Manufacturing through Machine Learning Approaches. -- Digital Twins (DT) applied to the customization of 3D printed Scara robots using intelligent manufacturing. -- Centering on humans - Intersectionality in vision systems for human order picking. -- Graph-to-sequence Approach for Job shop Scheduling Problem. -- Product-centric Simulation for Proactive Evaluation of Production Plan in Shipyard. -- A Mobile Air-Purification Device and Digital Twin for Managing Hazardous Gases at Industrial Sites.
Contained By:	Springer Nature eBook
標題:	Production management - Congresses. - Data processing -
電子資源:	https://doi.org/10.1007/978-3-031-71633-1
ISBN:	9783031716331

Advances in production management systems = production management systems for volatile, uncertain, complex, and ambiguous environments : 43rd IFIP WG 5.7 International Conference, APMS 2024, Chemnitz, Germany, September 8-12, 2024 : proceedings.. Part IV /
Advances in production management systemsproduction management systems for volatile, uncertain, complex, and ambiguous environments : 43rd IFIP WG 5.7 International Conference, APMS 2024, Chemnitz, Germany, September 8-12, 2024 : proceedings.Part IV /[electronic resource] :APMS 2024edited by Matthias Thürer ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xiv, 478 p. :ill. (chiefly color), digital ;24 cm. - IFIP advances in information and communication technology,7311868-422X ;. - IFIP advances in information and communication technology ;731..

Digital Transformation Approaches in Production and Management. -- Leveraging Sentiment Analysis and Reporting for Re-Designing Business Processes using Large Language Models: A SentiProMo Case Study in Airline Check-In Processes. -- Development of a Framework for Data-Supported Personas. -- Fuzzy Maturity Model for Transformative Procurement Readiness: Procurement 4.0 perspective. -- Guiding Process Mining Projects with the IPMM Framework: A Case Study with a German Manufacturer. -- Assessing Additive Manufacturing and Digital Inventory Ecosystem in the Oil & Gas Context. -- Unlocking the potential of blockchain in road freight transportation operations. -- Digital Transformation Towards Human-Centricity: A Systematic Literature Review. -- Literature Review on the Current State-of-the-Art in Research and Technological Advancements in the Field of Machine Learning applied to Predictive Maintenance. -- Coordinating Digital Transformation: Exploring IT Organizational Adaptations in International Manufacturing Networks. -- Building Digital Capabilities in Manufacturing SMEs. -- Dashboard Development for the Quality Department of a Company from the Automotive Industry. -- Digitalizing Smallholder Farmer Agri-Food Supply Chains: A Case Study from a Developing Economy. -- Let them eat data - a concept that allows us to share data from farm to fork (and back to the farm. -- Simplifying data analysis: A visualization framework and practical application for complex BEV data. -- Integrating AI with lean manufacturing in the context of industry 4.0/5.0: Current Trends and Applications. -- New Horizons for Intelligent Manufacturing Systems with IoT, AI, and Digital Twins. -- Dynamic pricing for fashion supply chain with blockchain supported value authentication. -- An Explorative Study of AI Applications in Composite Material Extrusion Additive Manufacturing. -- Explainable Artificial Intelligence in Manufacturing Operations: a bibliometric analysis. -- Pre-Post Analysis on Multi-Skill Development using Flow Line Data at Expressway Service Area Facilities. -- Human - Data Analytics Interaction through Voice Assistance in Electric Vehicle's Battery Testing. -- Towards a Maturity Model for Intelligent Digital Twins in Manufacturing. -- Information Modeling for Data-driven Digital Twin Simulation: Insights from Case Studies of Port Logistics and Urban Traffic Systems. -- Lenses on Data: Toward an Application Perspective on Data in Manufacturing. -- A Methodology for Identification of Reconfigurability Enablers and Application in a Manufacturing System -- Computer Vision-based Digital Twin and Digital Services for Dynamic Production and Logistics Environment. -- Digital Twin-driven Reinforcement Learning for Dynamic Path Planning of AGV Systems. -- Instance Segmentation and Digital Twin Use Case for WIP Tracking in Heavy Industry. -- An Authoring Tool for Mixed Reality Interfaces for Digital Twins in Manufacturing. -- Advanced Time Block Analysis for Manual Assembly Tasks in Manufacturing through Machine Learning Approaches. -- Digital Twins (DT) applied to the customization of 3D printed Scara robots using intelligent manufacturing. -- Centering on humans - Intersectionality in vision systems for human order picking. -- Graph-to-sequence Approach for Job shop Scheduling Problem. -- Product-centric Simulation for Proactive Evaluation of Production Plan in Shipyard. -- A Mobile Air-Purification Device and Digital Twin for Managing Hazardous Gases at Industrial Sites.

The six-volume set IFIP AICT 728-729 constitutes the refereed proceedings of the 43rd IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2024, held in Chemnitz, Germany, during September 8-12, 2024. The 201 full papers presented together were carefully reviewed and selected from 224 submissions. The APMS 2024 conference proceedings are organized into six volumes, covering a large spectrum of research addressing the overall topic of the conference "Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments". Part I: advancing eco-efficient and circular industrial practices; barriers and challenges for transition towards circular and sustainable production processes and servitized business models; implementing the EU green deal: challenges and solutions for a sustainable supply chain; risk analysis and sustainability in an uncertain system in a digital era. Part II: smart and sustainable supply chain management in the society 5.0 era; human-centred manufacturing and logistics systems design and management for the operator 5.0; inclusive work systems design: applying technology to accommodate individual workers' needs; evolving workforce skills and competencies for industry 5.0; experiential learning in engineering education. Part III: lean thinking models for operational excellence and sustainability in the industry 4.0 era; human in command - operator 4.0/5.0 in the age of AI and robotic systems; hybrid intelligence - decision-making for AI-enabled industry 5.0; mechanism design for smart and sustainable supply chains. Part IV: digital transformation approaches in production and management; new horizons for intelligent manufacturing systems with IoT, AI, and digital twins. Part V: smart manufacturing assets as drivers for the twin transition towards green and digital business; engineering and managing AI for advances in asset lifecycle and maintenance management; transforming engineer-to-Order projects, supply chains, and systems in turbulent times; methods and tools to achieve the digital and sustainable servitization of manufacturing companies; open knowledge networks for smart manufacturing; applications of artificial intelligence in manufacturing; intralogistics. Part VI: modelling supply chain and production systems; resilience management in supply chains; digital twin concepts in production and services; optimization; additive manufacturing; advances in production management systems.

ISBN: 9783031716331

Standard No.: 10.1007/978-3-031-71633-1doiSubjects--Topical Terms:

738061
Production management
--Data processing--Congresses.

LC Class. No.: TS155.6

Dewey Class. No.: 658.500285

Advances in production management systems = production management systems for volatile, uncertain, complex, and ambiguous environments : 43rd IFIP WG 5.7 International Conference, APMS 2024, Chemnitz, Germany, September 8-12, 2024 : proceedings.. Part IV /
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