Jiexuan Wu, Mingbo Liu, Wentian Lu, et al. Time-Varying Tracking Algorithm for Active Distribution Grid Energy Management Considering Uncertainty of Feeder Parameters[J]. CSEE Journal of Power and Energy Systems, 2025, 11(5): 2048-2057.
DOI:
Jiexuan Wu, Mingbo Liu, Wentian Lu, et al. Time-Varying Tracking Algorithm for Active Distribution Grid Energy Management Considering Uncertainty of Feeder Parameters[J]. CSEE Journal of Power and Energy Systems, 2025, 11(5): 2048-2057.DOI: 10.17775/CSEEJPES.2021.09160.
Time-Varying Tracking Algorithm for Active Distribution Grid Energy Management Considering Uncertainty of Feeder Parameters
To cope with rapidly fluctuating distributed energy resources and uncontrolled loads
this paper formulates a time-varying dispatching model for distribution grids considering the uncertainty of feeder parameters
and develops a novel tracking algorithm by utilizing time-varying information of objective functions and constraints. Unlike existing methods
the proposed approach aims to build a dynamic system to obtain the evolution of the optimal trajectory
which demonstrates online tracking capability with an asymptotically vanishing error. The proposed approach contains two key terms: a prediction term tracking change in the optimal solution based on the time-varying nature of system power
and a correction term pushing the solution toward the optimum based on Newton's method. Moreover
the proposed algorithm can be applied in the absence of an accurate network model by leveraging voltage measurements to identify true voltage sensitivity parameters. Simulations for a sample distribution network are carried out to verify the approach.