Research on model-plant mismatch detection based on subspace approach
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Research on model-plant mismatch detection based on subspace approach
CIESC JournalIssue 9, (2011)
作者机构:
浙江大学智能系统与控制研究所,工业控制技术国家重点实验室,浙江,杭州,310027
作者简介:
基金信息:
DOI:
CLC:
Online First:05 September 2011,
Published:05 September 2011
稿件说明:
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陈贵. Research on model-plant mismatch detection based on subspace approach[J]. CIESC Journal, 2011, (9).
DOI:
陈贵. Research on model-plant mismatch detection based on subspace approach[J]. CIESC Journal, 2011, (9).DOI:
Research on model-plant mismatch detection based on subspace approach
摘要
Abstract
As a key factor in model-based control technique
model fidelity has significant influence on control performance.Model-plant mismatch(MPM)is an important step in the procedure of control performance monitoring and system maintenance.A subspace-based MPM approach for control systems was proposed.First
the residual was constructed through subspace transformation.Then the residual was analyzed by using statistical local approach
from which an indicator could be constructed to detect the mismatch.Using orthogonal subspace
it was not needed to estimate system states and residual could be obtained only by using input and output data.Furthermore
based on the state space model
the proposed approach was suitable for MIMO process.The effectiveness of the proposed approach was illustrated by both simulation and industrial applications.