Industrial automation data quality and analysis
US-2024160164-A1 · May 16, 2024 · US
US8942832B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-8942832-B2 |
| Application number | US-201113291141-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 8, 2011 |
| Priority date | Nov 30, 2010 |
| Publication date | Jan 27, 2015 |
| Grant date | Jan 27, 2015 |
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Method, article of manufacture and system using minimum data to determine whether a sliding-mode control should be applied in a plant. First measure the plant in an open-loop control fashion, and using the measured data, describe a state equation of the plant by system identification and order determination methods. Then design a switching hyperplane for sliding-mode control. Next, calculate higher order statistics on the difference between an output of a linear model on the hyperplane and an output of the sliding-mode control model in the measured data; When any of the higher order moments is larger than a predetermined threshold, configure a controller as a sum of the linear control input term and the nonlinear control input term. If both higher-order moments are smaller than the threshold, then configure the controller using only a linear control input term.
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I claim: 1. A method of configuring a controller for a plant using a sliding-mode control scheme, the method comprising: obtaining a measured observation data sequence by an open-loop control measurement of the plant; describing a state space equation of the plant by a system identification technique based on the measured value, and designing a switching hyperplane for a sliding-mode control model; calculating a third-order statistic and a fourth-order statistic on a differenc…
Physics · mapped topic
Physics · mapped topic
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