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Study of Generalized Predictive Control Algorithm Based on Support Vector Machines

Author: LiHaiLi
Tutor: DiYongJie
School: North China Electric Power University (Hebei)
Course: Control Theory and Control Engineering
Keywords: Generalized Predictive Control Support Vector Machine Parameter model Error compensation
CLC: TP13
Type: Master's thesis
Year: 2009
Downloads: 105
Quote: 1
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Abstract


In this paper, based on the generalized predictive control algorithm development status , problem identification and prediction model error compensation for its parameter model proposed method of combining support vector machine algorithm and Generalized Predictive Control . The article detailed analysis of the principle of generalized predictive control algorithm , support vector machine model identification function and apply the generalized predictive control , generalized predictive control based on support vector machine model identification generalized predictive control and error compensation for specific thermal power plant main steam pressure , large delay object MATLAB simulation . Simulation results show the effectiveness of the method provides a theoretical basis for practical engineering applications .

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CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Automatic control theory
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