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Research on Application of MAS Technology for Control in Grinding Process

Author: ZhaoYuanHeng
Tutor: ZhaoHongWei
School: Jilin University
Course: Applied Computer Technology
Keywords: Grinding process Sugeno fuzzy inference model ANFIS Multi-Agent Systems JADE
CLC: TP273
Type: Master's thesis
Year: 2011
Downloads: 23
Quote: 0
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Abstract


The grinding process as the object of study , the design of multi - Agent technology based on the JADE platform and ANFIS combination of self- learning blackboard model of control , and gives a concrete realization process . Adaptive neuro-fuzzy system (ANFIS) used in the text to create a control model for pressure, level and step to the mine three control output , and use the training and validation sample input and output data for training and testing of the model , the obtained error value to meet the accuracy requirements , the control model is effective . The article also details the JADE platform - based self-learning blackboard model block diagram , and structure the implementation process and functional modules are described in detail . Decision-making Agent , the blackboard Agent and Control Agent in flowcharts and framework code details their objectives, implementation processes and implementations . Finally , during the execution of a complete control program , a combination of built -based of JADE platforms and ANFIS grinding process control program to achieve a detailed demonstration . Including the working process of each Agent JADE platform , in the blackboard model , including the registration of the Yellow Pages service , read the message communication process between the database operations , the control of the output control model results , as well as Agent . By demonstrating control program execution flow the run key part of the program and the JADE platform communication process .

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CLC: > Industrial Technology > Automation technology,computer technology > Automation technology and equipment > Automation systems > Automatic control,automatic control system
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