Tong Xu, Wenchuan Wu, Yiwen Hong, 等. Data-driven Inverter-based Volt/VAr Control for Partially Observable Distribution Networks[J]. 中国电机工程学会电力与能源系统学报(英文), 2023,9(2):548-560.
Tong Xu, Wenchuan Wu, Yiwen Hong, et al. Data-driven Inverter-based Volt/VAr Control for Partially Observable Distribution Networks[J]. CSEE Journal of Power and Energy Systems, 2023, 9(2): 548-560.
Tong Xu, Wenchuan Wu, Yiwen Hong, 等. Data-driven Inverter-based Volt/VAr Control for Partially Observable Distribution Networks[J]. 中国电机工程学会电力与能源系统学报(英文), 2023,9(2):548-560.DOI: 10.17775/CSEEJPES.2020.05920.
Tong Xu, Wenchuan Wu, Yiwen Hong, et al. Data-driven Inverter-based Volt/VAr Control for Partially Observable Distribution Networks[J]. CSEE Journal of Power and Energy Systems, 2023, 9(2): 548-560.DOI: 10.17775/CSEEJPES.2020.05920.
Data-driven Inverter-based Volt/VAr Control for Partially Observable Distribution Networks
For active distribution networks (ADNs) integrated with massive inverter-based energy resources
it is impractical to maintain the accurate model and deploy measurements at all nodes due to the large-scale of ADNs. Thus
current models of ADNs usually involve significant errors or even unknown occuranees. Moreover
ADNs are usually partially observable since only a few measurements are available at pilot nodes or nodes with significant users. To provide a practical Volt/Var control (VVC) strategy for such networks
a data-driven VVC method is proposed in this paper. First
the system response policy
approximating the relationship between the control variables and states of monitoring nodes
is estimated by a recursive regression closed-form solution. Then
based on real-time measurements and the newly updated system response policy
a VVC strategy with convergence guarantee is realized. Since the recursive regression solution is embedded in the control stage
a data-driven closed-loop VVC framework is established. The effectiveness of the proposed method is validated in an unbalanced distribution system considering nonlinear loads
where not only the rapid and self-adaptive voltage regulation is realized