자가용 태양광설비 발전 이용률 모니터링 결과를 활용한 사후관리 조사대상 결정에 대한 연구
A Study on the Determination of Subjects for Post-Management Investigation Using the Monitoring Results of Self-Consumption Solar Power
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The global trend of renewable energy generation and the advent of the Internet of Things technology has popularized inexpensive integrated monitoring technology. Accordingly, the Renewable Energy Monitoring System (REMS) project, which monitors solar plants subsidized by National funds, has been expanding its target since 2018. Concurrently, the mandatory post-management system became effective in 2020 to strengthen the post-management system. The 3-sigma rule is used to determine the control chart for the normal operation of solar systems from the monitoring data. In this study, solar plants with normal operation within the control chart were suggested to be excluded from field investigation with a focus on the management of solar plants with abnormal operation outside the control chart to improve the overall investigation into inefficiencies in the mandatory post-management system. Improvements to the monitoring system operation plan were also suggested.
Abstract
The global trend of renewable energy generation and the advent of the Internet of Things technology has popularized inexpensive integrated monitoring technology. Accordingly, the Renewable Energy Monitoring System (REMS) project, which monitors solar plants subsidized by National funds, has been expanding its target since 2018. Concurrently, the mandatory post-management system became effective in 2020 to strengthen the post-management system. The 3-sigma rule is used to determine the control chart for the normal operation of solar systems from the monitoring data. In this study, solar plants with normal operation within the control chart were suggested to be excluded from field investigation with a focus on the management of solar plants with abnormal operation outside the control chart to improve the overall investigation into inefficiencies in the mandatory post-management system. Improvements to the monitoring system operation plan were also suggested.
참고문헌 (6)
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- Song, J. E., "Anomaly Detection and Treatment of Generator Power Output Data Using EWMA and 3-Sigma", Proc. of the 53th KIEE, E Conference on Decision and Control, pp.1887~1888 (2022)
- Pukelsheim, F., "The Three Sigma Rule", The American Statistician, 48(2), pp.88~91 (1994)
