Hybrid Model For Production Plan
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Hybrid Model For Production Plan
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Author : Ali Adham
language : en
Publisher: LAP Lambert Academic Publishing
Release Date : 2014-11-17
Hybrid Model For Production Plan written by Ali Adham and has been published by LAP Lambert Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-17 with categories.
The production line plan is one of the most important factors in the industry. In this book, the Hybrid Model (HM) is involving the Simulation Model, Multi-Objectives Model, and Genetic Algorithm system. The method used to develop the efficiency of the production line. As a result, the model provides a new plan and a several strategies. Hence, the method increases the ratio of the production and the production plan profit.
Methods For Hybrid Modeling And Simulation Based Optimization In Energy Aware Production Planning
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Author : Bernhard Heinzl
language : en
Publisher:
Release Date : 2020
Methods For Hybrid Modeling And Simulation Based Optimization In Energy Aware Production Planning written by Bernhard Heinzl and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
Hybrid Modeling In Process Industries
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Author : Jarka Glassey
language : en
Publisher: CRC Press
Release Date : 2018-02-01
Hybrid Modeling In Process Industries written by Jarka Glassey and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-01 with Science categories.
This title introduces the underlying theory and demonstrates practical applications in different process industries using hybrid modeling. It reviews hybrid modeling approach applicability in wide range of process industries, recommends how to increase hybrid model performance and throw Insights into cost efficient practices in modeling techniques Discusses advance process operation maximizing the benefits of available process knowledge and Includes real-life and practical case studies
Production Planning And Scheduling For Lot Processing
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Author : Larysa Burtseva
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2022-07-29
Production Planning And Scheduling For Lot Processing written by Larysa Burtseva and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-29 with Mathematics categories.
This book is dedicated to questions of production planning and scheduling activities both in general and in semiconductor manufacturing environments, which have the characteristics of high volume and high mixture. It explores topics such as shop models, work-in-process management, the treatment of setup times, basic techniques of lot batching and splitting, lot sizing and group technology approaches, as well as rescheduling questions. A number of directions for further research is suggested in the book, and a broad collection of references is provided.
Modeling Of Production Planning Of A Shop Floor
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Author : Anish Aryan
language : en
Publisher: LAP Lambert Academic Publishing
Release Date : 2011-01
Modeling Of Production Planning Of A Shop Floor written by Anish Aryan and has been published by LAP Lambert Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01 with categories.
Modeling production planning of a shop floor is essential in improving operational efficiency of the supply chain and thus significantly reducing costs. The uncertainties in processing times are highly undesirable for production managers. Classical linear programming models and various hybrid models have been unsuccessful to accurately represent both stochasticity in processing levels and precedence constraints. This book proposes a modified hybrid discrete event simulation-optimization model that uses chance constraints to deal with stochasticity. A comprehensive analysis has been done on the model for various levels of uncertainties and variations in input parameters. Computational studies have also been performed to test the effects of dispatching sequences and backlogging. The analysis would help in better production planning and scheduling in shop floor and should be especially useful to professionals in Manufacturing and Industrial Engineering, and to anyone else who may be researching in production planning and control.
Hybrid Control Systems In Manufacturing
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Author : A. Villa
language : en
Publisher: CRC Press
Release Date : 1991
Hybrid Control Systems In Manufacturing written by A. Villa and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Computers categories.
Whenever a control strategy for a manufacturing system is designed, the aim of the designer is to obtain a solution which is both optimal, and involves and handles all constraints induced by the industrial application environment. The hybrid control system approach presented here aims to be a methodology for designing control laws showing a good balance of sub-optimality properties and of knowledge-based capabilities of handling real constraints. Book club price, $48. Annotation copyrighted by Book News, Inc., Portland, OR
Production Planning In Remanufacturing Systems With Uncertain Component Processing Time
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Author : Ruo Liang
language : en
Publisher:
Release Date : 2020
Production Planning In Remanufacturing Systems With Uncertain Component Processing Time written by Ruo Liang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
Today's manufacturing industries in many countries have developed systematic product recovery, remanufacturing and recycling procedures in an environmentally supportive manner to release the regulatory pressure as well as to achieve economic benefit. This thesis presents a mixed integer programming model addressing production planning problems in hybrid system of manufacturing and remanufacturing. The objective of solving the mathematical model is to minimize the total cost based on the optimal quantity of new items to manufacture and the optimal quantity of returned products to remanufacture in each period of the planning horizon. The proposed model has a distinctive feature that considers the uncertainty of remanufacturing time for the same type of returned products. A new heuristic solution method, similar to Silver-Meal heuristic for solving traditional lot-sizing problems, is developed to solve the considered production planning problems in hybrid manufacturing-remanufacturing systems is developed in this thesis. The developed heuristic is examined using various example problems generated in three dimensions (problem size, returned products quantity and category quantity). The results show that it can generate optimal or close-to-optimal solutions for all tested example problems with much reduced computational time. The model and the solutions were analyzed and sensitive analysis is conducted to investigate the performance of the developed model and solution method.
Hybrid Simulation Models Of Production Networks
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Author : Vassilis S. Kouikoglou
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11
Hybrid Simulation Models Of Production Networks written by Vassilis S. Kouikoglou and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Mathematics categories.
Industrial production is one of the most basic human activities indispensable to the economic activity. Due to its complexity, production is not very well understood and modeled as opposed to traditional fields of inquiry such as physics. This book aims at enhancing rigorous understanding of a particular area of production, that of analysis and optimization of production lines and networks using discrete event models and simulation. To our knowledge, this is the first book treating this subject from the point of view mentioned above. We have arrived at the realization that discrete event models and simulation provide perhaps the best tools to model production lines and networks for a number of reasons. Analysis is precise but demands enormous computational resources, usually unavailable in practical situations. Brute force simulation is also precise but slow when quick decisions are to be made. Approximate analytical models are fast but often unreliable as far as accuracy is concerned. The approach of the book, on the other hand, combines speed and accuracy to an exceptional degree in most practical applications.
Intelligent Decision Making Models For Production And Retail Operations
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Author : Zhaoxia Guo
language : en
Publisher: Springer
Release Date : 2016-06-27
Intelligent Decision Making Models For Production And Retail Operations written by Zhaoxia Guo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-27 with Technology & Engineering categories.
This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting.
Production Planning With Capacitated Resources And Congestion
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Author : Hubert Missbauer
language : en
Publisher: Springer Nature
Release Date : 2020-02-26
Production Planning With Capacitated Resources And Congestion written by Hubert Missbauer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-26 with Business & Economics categories.
This book presents a comprehensive overview of recent developments in production planning. The monograph begins with an introductory chapter reviewing the need for these production planning models, that operate by determining time-phased releases of work into the facility or supply chain, relating these to the Manufacturing Planning and Control (MPC) and Advanced Planning and Scheduling (APS) frameworks, that form the basis of most academic research and industrial practice. The extensive body of work on Workload Control is also placed in this context, and proves the need for improved models with a discussion of the difficulties, these approaches encounter. The next two chapters present a detailed review of the state of the art in optimization models based on exogenous planned lead times, and examines the cases where these can take both integer and fractional values. The difficulties arising in estimating planned lead times are consistent with factory behavior which are highlighted, noting that many of these lead to non-convex optimization models. Attempts to address these difficulties by iterative multimodel approaches, that combine simulation and mathematical programming, are also discussed in detail. The next three chapters of the volume address the set of techniques developed using clearing functions, which represent the expected output of a resource in a planning period, as a function of the expected workload of the resource, during that period. The chapters on this subject propose a basic optimization model for multiple products, discuss the difficulties of this model and some possible solutions. It also reviews prior work, and discuss a number of alternative formulations of the clearing function concept with their respective advantages and disadvantages. Applications to lot sizing decisions and a number of other specific problems are also described. This volume concludes with an assessment of the state of the art described in the volume, and several directions for future work.