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Knowledge-based Reactive Scheduling

Knowledge-based Reactive Scheduling PDF Author: Elizabeth Szelke
Publisher: North Holland
ISBN:
Category : Expert systems (Computer science)
Languages : en
Pages : 184

Book Description
Reactive scheduling is concerned with monitoring and controlling the execution of predictive schedules and making any changes required to bring them in line with unanticipated events or disturbances happening in real time. Whilst predictive scheduling has been a focus of research for many years, it is only recently that explicit attention has been given to the specific problems of reactive scheduling and the relationship between the two.This publication explores the scope and status of both existing and potential approaches to reactive scheduling. Concentration is centred on knowledge-based approaches as the importance of domain knowledge, whether stored in computers or in the brains of experienced schedulers, is becoming increasingly apparent. Contributions examine a variety of approaches ranging from reactive scheduling decision support frameworks in which the knowledge comes mainly from the human, through to completely new approaches to automated reactive scheduling such as neural networks.The book will be of particular interest to researchers, students and engineers involved in the manufacturing and software development industries. In addition to providing a significant reference volume, it also aims to stimulate increased discussion in this emerging field.

Knowledge-based Reactive Scheduling

Knowledge-based Reactive Scheduling PDF Author: Elizabeth Szelke
Publisher: North Holland
ISBN:
Category : Expert systems (Computer science)
Languages : en
Pages : 184

Book Description
Reactive scheduling is concerned with monitoring and controlling the execution of predictive schedules and making any changes required to bring them in line with unanticipated events or disturbances happening in real time. Whilst predictive scheduling has been a focus of research for many years, it is only recently that explicit attention has been given to the specific problems of reactive scheduling and the relationship between the two.This publication explores the scope and status of both existing and potential approaches to reactive scheduling. Concentration is centred on knowledge-based approaches as the importance of domain knowledge, whether stored in computers or in the brains of experienced schedulers, is becoming increasingly apparent. Contributions examine a variety of approaches ranging from reactive scheduling decision support frameworks in which the knowledge comes mainly from the human, through to completely new approaches to automated reactive scheduling such as neural networks.The book will be of particular interest to researchers, students and engineers involved in the manufacturing and software development industries. In addition to providing a significant reference volume, it also aims to stimulate increased discussion in this emerging field.

Combined Scheduling and Control

Combined Scheduling and Control PDF Author: John D. Hedengren
Publisher: MDPI
ISBN: 3038428051
Category : Technology & Engineering
Languages : en
Pages : 175

Book Description
This book is a printed edition of the Special Issue "Combined Scheduling and Control" that was published in Processes

Supply-Chain Optimization, Part II

Supply-Chain Optimization, Part II PDF Author:
Publisher: John Wiley & Sons
ISBN: 9783527319060
Category : Technology & Engineering
Languages : en
Pages : 376

Book Description
Inspired by the leading authority in the field, the Centre for Process Systems Engineering at Imperial College London, this book includes theoretical developments, algorithms, methodologies and tools in process systems engineering and applications from the chemical, energy, molecular, biomedical and other areas. It spans a whole range of length scales seen in manufacturing industries, from molecular and nanoscale phenomena to enterprise-wide optimization and control. As such, this will appeal to a broad readership, since the topic applies not only to all technical processes but also due to the interdisciplinary expertise required to solve the challenge. The ultimate reference work for years to come.

Handbook on Scheduling

Handbook on Scheduling PDF Author: Jacek Blazewicz
Publisher: Springer
ISBN: 3319998498
Category : Business & Economics
Languages : en
Pages : 839

Book Description
This book provides a theoretical and application-oriented analysis of deterministic scheduling problems in advanced planning and computer systems. The text examines scheduling problems across a range of parameters: job priority, release times, due dates, processing times, precedence constraints, resource usage and more, focusing on such topics as computer systems and supply chain management. Discussion includes single and parallel processors, flexible shops and manufacturing systems, and resource-constrained project scheduling. Many applications from industry and service operations management and case studies are described. The handbook will be useful to a broad audience, from researchers to practitioners, graduate and advanced undergraduate students.

Online Scheduling in Manufacturing

Online Scheduling in Manufacturing PDF Author: Haruhiko Suwa
Publisher: Springer Science & Business Media
ISBN: 1447145615
Category : Technology & Engineering
Languages : en
Pages : 157

Book Description
Online scheduling is recognized as the crucial decision-making process of production control at a phase of “being in production" according to the released shop floor schedule. Online scheduling can be also considered as one of key enablers to realize prompt capable-to-promise as well as available-to-promise to customers along with reducing production lead times under recent globalized competitive markets. Online Scheduling in Manufacturing introduces new approaches to online scheduling based on a concept of cumulative delay. The cumulative delay is regarded as consolidated information of uncertainties under a dynamic environment in manufacturing and can be collected constantly without much effort at any points in time during a schedule execution. In this approach, the cumulative delay of the schedule has the important role of a criterion for making a decision whether or not a schedule revision is carried out. The cumulative delay approach to trigger schedule revisions has the following capabilities for the practical decision-making: 1. To reduce frequent schedule revisions which do not necessarily improve a current situation with much expense for its operation; 2. To avoid overreacting to disturbances dependent on strongly an individual shop floor circumstance; and 3. To simplify the monitoring process of a schedule status. Online Scheduling in Manufacturing will be of interest to both practitioners and researchers who work in planning and scheduling in manufacturing. Readers will find the importance of when-to-revise policies during a schedule execution and their influences on scheduling results.

Handbook of Production Management Methods

Handbook of Production Management Methods PDF Author: Gideon Halevi
Publisher: Elsevier
ISBN: 0080523102
Category : Business & Economics
Languages : en
Pages : 323

Book Description
This unique book provides a guide to the selection of appropriate production and manufacturing methods for postgraduate and professional manufacturing engineers. It starts by helping the reader to identify the required objectives of industrial management for their particular situation. Having identified the objectives an analytical assessment of the available production and management methods is made. The analytical system presents an objective method of production selection. For example, this practical book will help the reader to decide whether or not a local Just-in-Time process is needed or a full chain JIT method is needed. Alternatively the problem may be deciding between set-up time reduction or changeover time reduction. Should TQM be ceded to PCIs? This book covers nearly all methods of production and manufacturing and will prove the most comprehensive guide to choosing and using these methods. - Only book of its kind available - Widest coverage of methods available - Analytical approach to decision making

Handbook on Scheduling

Handbook on Scheduling PDF Author: Jacek Błażewicz
Publisher: Springer Science & Business Media
ISBN: 3540280464
Category : Business & Economics
Languages : en
Pages : 654

Book Description
This book provides a theoretical and application-oriented analysis of deterministic scheduling problems in advanced planning and computer systems. The text examines scheduling problems across a range of parameters: job priority, release times, due dates, processing times, precedence constraints, resource usage and more, focusing on such topics as computer systems and supply chain management. Discussion includes single and parallel processors, flexible shops and manufacturing systems, and resource-constrained project scheduling. Many applications from industry and service operations management and case studies are described. The handbook will be useful to a broad audience, from researchers to practitioners, graduate and advanced undergraduate students.

Scheduling Computer and Manufacturing Processes

Scheduling Computer and Manufacturing Processes PDF Author: Jacek Blazewicz
Publisher: Springer Science & Business Media
ISBN: 3662043637
Category : Business & Economics
Languages : en
Pages : 485

Book Description
Written in a clear and concise manner this book provides a theoretical and application oriented analysis of deterministic scheduling problems arising in computer and manufacturing environments. Various scheduling problems are discussed where different problem parameters such as task processing times, urgency weights, arrival times, deadlines, precedence constraints, and processor speed factor are involved. Polynomial and exponential time optimization algorithms as well as approximation and heuristic approaches are presented and discussed. Moreover, resource-constrained, imprecise computation, flexible flow shop and dynamic job shop scheduling, as well as flexible manufacturing systems, are considered. An excellent analysis based on real-world applications with plenty of examples.

Artificial Intelligence in Reactive Scheduling

Artificial Intelligence in Reactive Scheduling PDF Author: R. Kerr
Publisher: Springer Science & Business Media
ISBN: 0412729008
Category : Computers
Languages : en
Pages : 178

Book Description
This volume encompasses state-of-the-art developments in AI-based reactive scheduling for real-time operation management in manufacturing shop floors. It is a collection of papers from the Second International Workshop of the IFIP Working Group 5.7 which brought together researchers from management information systems and knowledge engineering to expand the focus on applying new knowledge-based techniques.

Modeling Manufacturing Systems

Modeling Manufacturing Systems PDF Author: Paolo Brandimarte
Publisher: Springer Science & Business Media
ISBN: 3662038536
Category : Technology & Engineering
Languages : en
Pages : 221

Book Description
Advanced modeling techniques are a necessary tool in order to design and manage manufacturing systems effectively. This book contains a set of tutorial chapters on topics ranging from aggregate production planning to real time control, including predictive and reactive scheduling, flow management in assembly systems, simulation of robotic cells, design of manufacturing systems under uncertainty and a historical perspective on production management philosophies. The book will be of interest both to researchers and practitioners, including graduate students in Manufacturing Engineering and Operations Research.