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Integral-Square-Error Performance of Multiplexed Model Predictive Control

delete2011-05-01
delete25
PRE
AI
K
Keck Voon Ling *
W
Weng Khuen Ho
Y
Yong Feng
B
Bing-Fang Wu
DOI:10.1109/TII.2011.2106451delete
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摘要

摘要

En 中文
It is well-known that faster sampling increases computational load but gives better performance. Multiplexed Model Predictive Control (MMPC) has been proposed recently. Its motivation was to reduce real-time computational load. The reduction in computational load can be used gainfully to increase sampling rate and improve performance. Hence, in this paper, we derive a formula to compute the Integral-Square-Error (ISE) performance of a MMPC controlled system. Given the plant and disturbance models, the ISE formula derived allows one to investigate how the ISE changes with control design parameters, such as the sampling interval and control weighting. This enables one to select, for example, a suitable sampling interval for the MMPC design to achieve the desired ISE performance. In addition, we validated the ISE formula on a multizone semiconductor manufacturing thermal process.
Keyword:
Control systems analysis
multiplexing
predictive control
performance evaluation
semiconductor process modeling
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期刊

IEEE Transactions on Industrial Informatics 封面图
IEEE Transactions on Industrial Informatics
IF:
9.9
论文数:
8.8K
被引数:
6.9W

机构

南
南洋理工大学
学者数:
3.1K
论文数: 1.5K
被引数: 1.6W
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新加坡国立大学
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3.6K
论文数: 1.5K
被引数: 2.0W
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