Intelligent Scheduling Techniques in Flexible Manufacturing PDF Download
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Author: Ilona Hayeems
Publisher:
ISBN:
Category :
Languages : en
Pages : 175
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Book Description
Author: Ilona Hayeems
Publisher:
ISBN:
Category :
Languages : en
Pages : 175
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Book Description
Author: F. Frank Chen
Publisher:
ISBN:
Category :
Languages : en
Pages : 8
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Book Description
Author: F. Frank Chen
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
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Book Description
NAMRC XXIV Conference May 21-23, 1996, Ann Arbor, Michigan.
Author: Eugene Levner
Publisher:
ISBN:
Category : Flexible manufacturing systems
Languages : en
Pages : 336
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Book Description
Author: Zahari Taha
Publisher:
ISBN:
Category : Expert systems (Computer science)
Languages : en
Pages : 9
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Book Description
However the problem with expert systems is that knowledge have to be structured in a specific form for example as production rules. This is both time consuming and takes into account limited factors. In this paper we proposed the possibility of using neural network with expert system such that it will now have the capability to learn, makes its own decision and deal with complex relationship between many factors. [Authors' abstract].
Author: Donald E. Brown
Publisher: Springer Science & Business Media
ISBN: 1461522633
Category : Business & Economics
Languages : en
Pages : 269
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Book Description
Scheduling is a resource allocation problem which exists in virtually every type of organization. Scheduling problems have produced roughly 40 years of research primarily within the OR community. This community has traditionally emphasized mathematical modeling techniques which seek exact solutions to well formulated optimization problems. While this approach produced important results, many contemporary scheduling problems are particularly difficult. Hence, over the last ten years operations researchers interested in scheduling have turned increasingly to more computer intensive and heuristic approaches. At roughly the same time, researchers in AI began to focus their methods on industrial and management science applications. The result of this confluence of fields has been a period of remarkable growth and excitement in scheduling research. Intelligent Scheduling Systems captures the results of a new wave of research at the forefront of scheduling research, of interest to researchers and practitioners alike. Presented are an array of the latest contemporary tools -- math modeling to tabu search to genetic algorithms -- that can assist in operational scheduling and solve difficult scheduling problems. The book presents the most recent research results from both operations research (OR) and artificial intelligence (AI) focusing their efforts on real scheduling problems.
Author: Mazen A. Al-Najjar
Publisher:
ISBN:
Category : Flexible manufacturing systems
Languages : en
Pages : 536
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Book Description
Author: Rajendran Saravanan
Publisher: CRC Press
ISBN: 1351360779
Category : Technology & Engineering
Languages : en
Pages : 273
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Book Description
Effective utilization of equipment is critical to any manufacturing operation, especially with today's sophisticated, high-cost equipment and increased global competition. To meet these challenges in the manufacturing industry, you must understand and implement the myriad conventional and intelligent techniques for different types of manufacturing problems. Manufacturing Optimization Through Intelligent Techniques covers design of machine elements, integrated product development, machining tolerance allocation, selection of operating parameters for CNC machine tools, scheduling, part family formation, selection of robot coordinates, robot trajectory planning and both conventional and intelligent techniques, providing the tools to design and implement a suitable optimization technique. The author explores how to model optimization problems, select suitable techniques, develop the optimization algorithm and software, and implement the program. The book delineates five new techniques using examples taken from the literature for optimization problems in design, tolerance allocation; selection of machining parameters, integrated product development, scheduling, concurrent formation of machine groups and part families, selection of robot co-ordinates, robot trajectory planning and intelligent machining. All the manufacturing functions described have been successfully solved by Genetic Algorithm. Other intelligent techniques have been implemented only for solving certain types of problems: simulated annealing; design and scheduling, particle swarm optimization and ant colony optimization; tolerance allocation and tabu search; as well as machining parameters optimization. After reading this book, you will understand the different types of manufacturing optimization problems as well as the conventional and intelligent techniques suitable for solving them. You will also be able to develop and implement effective optimization procedures and algorithms for a wide variety of problems in design manufacturing.
Author: Ricki Gene Ingalls
Publisher:
ISBN:
Category : Production management
Languages : en
Pages : 246
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Book Description
Author: Khalid Karam Abd
Publisher: Springer
ISBN: 3319262963
Category : Technology & Engineering
Languages : en
Pages : 175
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Book Description
This book focuses on the design of Robotic Flexible Assembly Cell (RFAC) with multi-robots. Its main contribution consists of a new effective strategy for scheduling RFAC in a multi-product assembly environment, in which dynamic status and multi-objective optimization problems occur. The developed strategy, which is based on a combination of advanced solution approaches such as simulation, fuzzy logic, system modeling and the Taguchi optimization method, fills an important knowledge gap in the current literature and paves the way for future research towards the goal of employing flexible assembly systems as effectively as possible despite the complexity of their scheduling.
