no code implementations • 31 Aug 2023 • Zhipeng Yu, Jin Lin, Feng Liu, Jiarong Li, Yingtian Chi, Yonghua Song, Zhengwei Ren
Large-scale centralized development of wind and solar energy and peer-to-grid transmission of renewable energy source (RES) via high voltage direct current (HVDC) has been regarded as one of the most promising ways to achieve goals of peak carbon and carbon neutrality in China.
no code implementations • 10 Mar 2023 • Zhipeng Yu, Jin Lin, Feng Liu, Jiarong Li, Yuxuan Zhao, Yonghua Song
However, multi-timescale electricity, hydrogen, and ammonia storages, minimum power supply for system safety, and the multi-year uncertainty of renewable generation lead to difficulties in planning.
no code implementations • 18 Feb 2023 • Sirui Wu, Jin Lin, Jiarong Li, Feng Liu, Yonghua Song, Yanhui Xu, Xiang Cheng, Zhipeng Yu
Hence, we develop a multi-timescale trading strategy for the RePtA VPP in the electricity, hydrogen, and ammonia markets.
no code implementations • 9 Dec 2022 • Zhipeng Yu, Jin Lin, Feng Liu, Jiarong Li, Yuxuan Zhao, Yonghua Song, Yanhua Song, Xinzhen Zhang
This paper proposes an optimal sizing and pricing method for RePtA system planning.
no code implementations • 25 Oct 2022 • Yingtian Chi, Kentaro Yokoo, Hironori Nakajima, Kohei Ito, Jin Lin, Yonghua Song
Segmented SOEC experiments reveal that a high steam utilization, which is favorable for system efficiency, leads to local steam starvation and enhanced the inhomogeneity.
no code implementations • 3 Oct 2022 • Ruomei Qi, Jiarong Li, Jin Lin, Yonghua Song, Jiepeng Wang, Qiangqiang Cui, Yiwei Qiu, Ming Tang, Jian Wang
This paper focuses on the design of the PID temperature controller for an alkaline electrolysis system to achieve fast and stable temperature control.
no code implementations • 27 Feb 2022 • Ruomei Qi, Jiarong Li, Jin Lin, Yonghua Song, Jiepeng Wang, Qiangqiang Cui, Yiwei Qiu, Ming Tang, Jian Wang
A control-oriented thermal model is established in the form of a third-order time-delay process, which is used for simulation and controller design.
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 • 27 Nov 2021 • Yiwei Qiu, Jin Lin, Zhipeng Zhou, Ningyi Dai, Feng Liu, Yonghua Song
To fill this gap, this article finds that an accurate SDE model for PV power can be constructed by only using the cheap data from low-resolution public weather reports.
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
no code implementations • 13 Feb 2017 • You Lin, Ming Yang, Can Wan, Jianhui Wang, Yonghua Song
Therefore, a novel multi-model combination (MMC) approach for short-term probabilistic wind generation forecasting is proposed in this paper to exploit the advantages of different forecasting models.