no code implementations • 25 Dec 2023 • Hao Li, Hanqi Tao, Wentao Huang, Hongcai Zhang, Ran Li
Despite the success of electric vehicles on land, electrification of maritime ships is challenged by the dilemma of range anxiety and cargo-carrying capacity.
no code implementations • 24 Apr 2023 • Zhenyi Wang, Hongcai Zhang
In this paper, we propose a novel customized load profiles synthesis method based on conditional diffusion models for heterogeneous customers.
no code implementations • 30 Jan 2023 • Xinwei Shen, Qiuwei Wu, Hongcai Zhang, Liming Wang
We propose a planning method for offshore wind farm electrical collector system (OWF-ECS) with double-sided ring topology meeting the "N-1" criterion on cable faults, in which the submarine cables layout of OWF is optimized considering cable length and power losses.
no code implementations • 10 Jan 2023 • Zuntao Hu, Hongcai Zhang
Enhancing the representativeness of the training dataset for NN solvers is indispensable but is not well studied in the literature.
no code implementations • 21 Dec 2021 • Peipei Yu, Hongxun Hui, Hongcai Zhang, Ge Chen, Yonghua Song
To address the above issues, we propose a model-free control strategy based on the deep reinforcement learning (DRL) without the requirement of accurate system model and uncertainty distribution.
no code implementations • 18 Dec 2021 • Ge Chen, Hongcai Zhang, Hongxun Hui, Yonghua Song
The integration of distributed renewable generation (DRG) in distribution networks can be effectively promoted by scheduling flexible resources such as heating, ventilation, and air conditioning (HVAC) loads.
no code implementations • 13 Dec 2020 • Yanqi Liu, Zhigang Li, Wei Wei, Jiehui Zheng, Hongcai Zhang
State-of-the-art dispatchable region (DR) research has studied how system operational constraints influence the DR but has seldom considered the effect of the uncertainty features of RPG outputs.
no code implementations • 19 Nov 2020 • Ge Chen, Hongcai Zhang, Ningyi Dai, Yonghua Song
With the increasing integration of distributed PV generation, the distribution network requires more and more flexibility to achieve the security-constrained optimal power dispatch.
Optimization and Control