Invention Grant
- Patent Title: System control based on time-series data analysis
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Application No.: US17194288Application Date: 2021-03-07
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Publication No.: US11599104B2Publication Date: 2023-03-07
- Inventor: Jing Zhang , Daniel Nikovski
- Applicant: Mitsubishi Electric Research Laboratories, Inc.
- Applicant Address: US MA Cambridge
- Assignee: Mitsubishi Electric Research Laboratories, Inc.
- Current Assignee: Mitsubishi Electric Research Laboratories, Inc.
- Current Assignee Address: US MA Cambridge
- Agent Gennadiy Vinokur; Hronori Tsukamoto
- Main IPC: G05B23/02
- IPC: G05B23/02

Abstract:
A controller for controlling an operation of a system is disclosed. The controller receives an input signal indicative of the operation of the system and rotates a test signal multiple times with different circular shifts to produce different rotations of the test signal forming a matrix data structure with the input signal. The input signal and the test signal are time-series data having values monotonically measured over time. The controller is further configured to apply a sliding three-dimensional (3D) window method to the matrix data structure to produce statistics of the input signal with respect to the rotations of the test signal. The sliding 3D window method iteratively moves window over the matrix data structure to compute a value of the statistics for a segment of the matrix data structure within the window. Furthermore, the controller controls the operation of the system according to the statistics of the input signal.
Public/Granted literature
- US20220283577A1 System Control Based on Time-Series Data Analysis Public/Granted day:2022-09-08
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