: The increasing penetration of distributed generation (DG) in distribution networks poses significant challenges to power quality due to the inherent variability and uncertainty of DG output. Traditional voltage control methods based on static stability constraints and reactive power compensation devices struggle to a...
Ding-Hong Chen, Heng-Rui Ma, Guang-Lin Sha et al.· Energy Engineering· 0 citations
: The high penetration of distributed renewable energy and flexible loads brings prominent challenges to the low-carbon economic dispatch of active distribution networks (ADNs). Existing vehicle-to-grid (V2G)-aided dispatch studies often fail to precisely characterize the bidirectional charging-discharging feasible reg...
Si-Chang Xiao, Tian-Tian Song, Si-Hang Qin et al.· Energy Engineering· 0 citations
: To address the challenges of significant nonlinearity, intricate temporal interdependencies, and the tendency to get stuck in local optima during parameter tuning in short-term photovoltaic (photovoltaic, PV) power forecasting, this paper puts forward a hybrid model called IWOA-TCN-BiGRU-MATT. This model fuses the IW...
Guang-Lin Sha, Xin-Wei Cong, Yun-Zhao Wu et al.· Computer Modeling in Enginee...· 0 citations
Results demonstrate that complementary time–frequency feature fusion combined with maximum-margin classification improves identification accuracy and decision-boundary stability under limited training data.
Jingyu Yang, Jikai Xu, Li Peng et al.· Machines· 0 citations
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