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Cyclical Electromechanical Error Denial System Using Matrix Profile

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Document pages: 13 pages

Abstract: We propose that the Matrix Profile data structure, conventionally applied tolarge scale time-series data mining, is applicable to the analysis andsuppression of cyclical error in electromechanical systems, paving the way foran intelligent family of adaptable control systems which respond toenvironmental error at a computational cost low enough to be practical inembedded applications. We construct and evaluate the efficacy of a controlalgorithm utilizing the Matrix Profile, which we call CyclicalElectromechanical Error Denial System (CEEDS).

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