Scheduling for complex manufacturing processes based on multi-agent system

This paper proposes the development of a cloud computing based intelligent manufacturing scheduling system (CBIMS) using the quality prediction method. A CBIMS continuously builds up many different production line layout modes. We use the cloud database for scattering and storing data, and the scheduling engine contains a sequence score system of products, an optimized layout system, and a monitoring system for all available resources. The results show the advantages, including low cost, good quality, production fluency, and flexible management.

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A Study of Cloud Computing Based Intelligent Scheduling System for Manufacturing Quality

Huang

Huang²

2013

AMM

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In the paper, a cloud computing based intelligent scheduling system for manufacturing quality is proposed. Most of scheduling system is only considered producing time but manufacturing quality. It is very important to focus on manufacturing quality for the industry upgrade. The factors of manufacturing quality are product, equipment, material and human. It makes higher cost for scheduling the flexible manufacturing system. So we develop the cloud computing-based intelligent scheduling system by using artificial neural network and optimized layout method for manufacturing quality in the research. The architecture of the intelligent scheduling system contains: (1) Cloud database structure. (2) Intelligent scheduling engine. (3) Real-time human-machine interface. SQL Azure is used as the cloud database for scattering and storing data. And the intelligent scheduling engine contains the intelligent sequence score system of the products, the optimized layout system and the monitoring system of available resources. By using Visual C#, we can program a human-machine interface with real-time data updating. So that we can see real-time scheduling states of manufacturing by the human-machine interface at any time everywhere. We get good performance from the results of the experiment in the intelligent scheduling system considering manufacturing quality. It is important to develop a cloud computing-based intelligent scheduling system for manufacturing quality because of the advantages of production fluency, low cost, just good quality and flexible management.

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Scheduling for complex manufacturing processes based on multi-agent system

Cited by 3 publications

References 12 publications

Development of Cloud Computing Based Scheduling System Using Optimized Layout Method for Manufacturing Quality

Development of Cloud Computing Based Scheduling System Using Optimized Layout Method for Manufacturing Quality

Cloud Computing Based Intelligent Manufacturing Scheduling System Using the Quality Prediction Method

A Study of Cloud Computing Based Intelligent Scheduling System for Manufacturing Quality

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