A Stochastic Controller for Primary Frequency Regulation using ON/OFF Demand Side Resources
Residential ON/OFF devices, such as thermal-controlled loads and smart appliances, have great potential for providing frequency regulation service in the power grid. These devices can be engaged using centralized, distributed, or local control. However, both centralized and distributed controls requ...
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Published in | IEEE transactions on smart grid Vol. 14; no. 5; p. 1 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
01.09.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | Residential ON/OFF devices, such as thermal-controlled loads and smart appliances, have great potential for providing frequency regulation service in the power grid. These devices can be engaged using centralized, distributed, or local control. However, both centralized and distributed controls require significant costs for communication infrastructure, while local controllers may perform poorly due to a lack of coordination. To address the challenges, a stochastic demand-side management controller is proposed. The stochastic controller dynamically adjusts the aggregated response power profile by randomizing the execution of demand response actions using a stochastic filter with no communication required. The system frequency response is analytically proved to be critically damped to the nominal value. Using the stochastic controller on grid-interactive water heaters, test cases are implemented to validate the frequency regulation performance under a power system transient scenario. The proposed controller produces the best system frequency response compared to benchmark controllers. |
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AbstractList | Not provided. Residential ON/OFF devices, such as thermal-controlled loads and smart appliances, have great potential for providing frequency regulation service in the power grid. These devices can be engaged using centralized, distributed, or local control. However, both centralized and distributed controls require significant costs for communication infrastructure, while local controllers may perform poorly due to a lack of coordination. To address the challenges, a stochastic demand-side management controller is proposed. The stochastic controller dynamically adjusts the aggregated response power profile by randomizing the execution of demand response actions using a stochastic filter with no communication required. The system frequency response is analytically proved to be critically damped to the nominal value. Using the stochastic controller on grid-interactive water heaters, test cases are implemented to validate the frequency regulation performance under a power system transient scenario. The proposed controller produces the best system frequency response compared to benchmark controllers. |
Author | Tian, Guanyu Sun, Qun Zhou |
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SubjectTerms | Benchmark testing Controllers Convergence Demand response Electric power systems Engineering Frequency analysis Frequency control frequency regulation Frequency response Interactive control Steady-state stochastic controller Switches Water heaters Water heating |
Title | A Stochastic Controller for Primary Frequency Regulation using ON/OFF Demand Side Resources |
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