Differential protection has been introduced into the distribution network to address the ineffectiveness of traditional protection due to the uncertainties of power flow caused by the access of multiple inverter-interfaced distributed generation (IIDG). Designed for lower data synchronization costs, this paper proposes a novel differential protection scheme based on improved dynamic time warping (DTW) distance. The proposed algorithm can effectively alleviate the singularity caused by DTW's excessive X-axis distortion through relaxation search and derivative estimation and minimize the impact of data synchronization errors and data loss. Based on the proposed algorithm, the protection scheme combined with the feeder terminal unit (FTU) for fast fault isolation is designed, which can make full use of the existing equipment and reduce costs. Moreover, multiple influencing factors considered in this scheme, including transition resistance, penetration rate, and output intermittency of IIDG, variable network topology, underground cables, and hybrid lines. The test results demonstrate that the proposed protection scheme can effectively isolate short-circuit faults in various scenarios.
INDEX TERMSDistribution network, improved DTW, differential current protection, inverter-interfaced distributed generation, positive sequence current, feeder terminal unit NOMENCLATURE Abbreviations IIDG Inverter-interfaced distributed generation DTW Dynamic time warping FTU Feeder terminal unit PSC Positive sequence current RS-DDTW The relaxed search derivative dynamic time warping DDTW Derivative dynamic time warping FDSS Fault data self-synchronization RDD The relaxed search derivative dynamic time warping distance RDDset The proposed protection threshold PSCDP Positive sequence current differential protection VSI Voltage source inverter PCC The point of common coupling TCDP Traditional current differential protection sx Protection device of each section cs Interconnection switch FtThe fault type RtThe transition resistance FLThe fault location
I. INTRODUCTIONRecently, many countries have vigorously advocated new energy to relieve the energy crisis, improve the environment, and achieve the goal of "dual-carbon". Large numbers of Inverter-interfaced DG (IIDG) are permitted to be connected to the distribution network, making the grid structure flat, distributed and localized [1,2].However, the deployment of IIDG transforms the simple radial distribution network into a complicated decentralized multi-source network, hence, altering powerflow direction and voltage distribution [3]. Due to the access of IIDG, the fault current no longer exhibits a stepped distribution which can result in refusal operation and misoperation of traditional