Bidding-based process planning and scheduling in a multi-agent system

Effective and efficient implementation of intelligent and/or agile manufacturing systems requires an enterprise level integration. The first step in this direction is to integrate design, process planning and and scheduling. This paper describes a bidding-based approach to the integration of compute...

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Vydáno v:	Computers & industrial engineering Ročník 32; číslo 2; s. 477 - 496
Hlavní autoři:	Gu, P., Balasubramanian, S., Norrie, D.H.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Seoul Elsevier Ltd 01.04.1997 Oxford Pergamon Press New York, NY Pergamon Press Inc
Témata:	Agency theory Applied sciences Bidders CAD Computer aided design Computer science; control theory; systems Design specifications Exact sciences and technology Manufacturing Object oriented programming Operational research and scientific management Operational research. Management science Operations research Process planning Scheduling Scheduling, sequencing Software Studies Autonomous system Multiagent system Process planning Object oriented Flow shop Scheduling Manufacturing Hierarchical system Computer aided design
ISSN:	0360-8352, 1879-0550
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Abstract	Effective and efficient implementation of intelligent and/or agile manufacturing systems requires an enterprise level integration. The first step in this direction is to integrate design, process planning and and scheduling. This paper describes a bidding-based approach to the integration of computer-aided design, process planning and real time scheduling. The product is represented in a STEP model with detailed design and administrative information including design specifications, batch size, and due dates. Upon arrival at the manufacturing facility, the product is registered in the shop floor manager which is essentially a coordinating agent. The shop floor manager broadcasts the product's requirements to the machines. The shop contains autonomous machines that have knowledge about their functionality, capabilities, tooling and schedules. Each machine has its own process planner and responds to the product's request in a way that is consistent with its capabilities and capacities. When more than one machine offers certain process(es) for the same requirements, they enter into negotiation. Based on processing time, due date and cost, one of the machines wins the contract. The successful machine updates its schedule and advises the product to request raw material for processing. The concept was implemented using a multi-agent system in an object-oriented programming language. The task decomposition and planning are achieved through contract nets. Examples are included to illustrate the approach.
AbstractList	Effective and efficient implementation of intelligent and/or agile manufacturing systems requires an enterprise level integration. The first step in this direction is to integrate design, process planning and and scheduling. This paper describes a bidding-based approach to the integration of computer-aided design, process planning and real time scheduling. The product is represented in a STEP model with detailed design and administrative information including design specifications, batch size, and due dates. Upon arrival at the manufacturing facility, the product is registered in the shop floor manager which is essentially a coordinating agent. The shop floor manager broadcasts the product's requirements to the machines. The shop contains autonomous machines that have knowledge about their functionality, capabilities, tooling and schedules. Each machine has its own process planner and responds to the product's request in a way that is consistent with its capabilities and capacities. When more than one machine offers certain process(es) for the same requirements, they enter into negotiation. Based on processing time, due date and cost, one of the machines wins the contract. The successful machine updates its schedule and advises the product to request raw material for processing. The concept was implemented using a multi-agent system in an object-oriented programming language. The task decomposition and planning are achieved through contract nets. Examples are included to illustrate the approach. A bidding-based approach to the integration of computer-aided design, process planning and real time scheduling is described. The product is represented in a STEP model with detailed design and administrative information including design specifications, batch size, and due dates. Upon arrival at the manufacturing facility, the product is registered in the shop floor manager, who then broadcasts the product's requirements to the machines. The shop contains autonomous machines that have knowledge about their functionality, capabilities, tooling and schedules. When more than one machine offers certain process(es) for the same requirements, they enter into negotiation. Based on processing time, due date and cost, one of the machines wins the contract. The successful machine updates its schedule and advises the product to request raw material for processing. The concept was implemented using a multi-agent system in an object-oriented programming language. The task decomposition and planning are achieved through contract nets.
Author	Balasubramanian, S. Norrie, D.H. Gu, P.
Author_xml	– sequence: 1 givenname: P. surname: Gu fullname: Gu, P. organization: Department of Mechanical Engineering, University of Saskatchewan, Saskatoon, SK, Canada – sequence: 2 givenname: S. surname: Balasubramanian fullname: Balasubramanian, S. organization: Department of Mechanical Engineering, The University of Calgary, Calgary, AB, Canada – sequence: 3 givenname: D.H. surname: Norrie fullname: Norrie, D.H. organization: Department of Mechanical Engineering, The University of Calgary, Calgary, AB, Canada
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Cites_doi	10.1080/00207548908942569 10.1016/0010-4485(90)90093-R 10.1111/j.1468-0394.1991.tb00246.x 10.1016/S0007-8506(07)62750-4 10.1115/1.2901800 10.1016/S0007-8506(07)60756-2 10.1016/0360-8352(94)90007-8 10.1016/S0278-6125(83)80026-0 10.1016/S0007-8506(07)61899-X 10.1016/S0007-8506(07)61431-0 10.1016/0166-3615(87)90051-0 10.1016/S0007-8506(07)61801-0 10.1016/S0007-8506(07)63322-8
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Keywords	Autonomous system Multiagent system Process planning Object oriented Flow shop Scheduling Manufacturing Hierarchical system Computer aided design
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Snippet	Effective and efficient implementation of intelligent and/or agile manufacturing systems requires an enterprise level integration. The first step in this... A bidding-based approach to the integration of computer-aided design, process planning and real time scheduling is described. The product is represented in a...
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SubjectTerms	Agency theory Applied sciences Bidders CAD Computer aided design Computer science; control theory; systems Design specifications Exact sciences and technology Manufacturing Object oriented programming Operational research and scientific management Operational research. Management science Operations research Process planning Scheduling Scheduling, sequencing Software Studies
Title	Bidding-based process planning and scheduling in a multi-agent system
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