Zobrazeno 1 - 10
of 135
pro vyhledávání: '"power system dispatch"'
Publikováno v:
Energy Reports, Vol 9, Iss , Pp 1-5 (2023)
Power system dispatch (PSD) greatly depends on load forecast (LF) with high accuracy. However, since load curve evolving along time axis is affected by long-term trendy and short-term stochastics electricity consumption modes, it is not easy to forec
Externí odkaz:
https://doaj.org/article/bf8e99fbdbdd4d14a18258aa6da5b70b
Publikováno v:
Shanghai Jiaotong Daxue xuebao, Vol 57, Iss 7, Pp 781-790 (2023)
The time resolution of scheduling plan refers to the length of each time interval in the scheduling plan. With the increasing proportion of climate-sensitive renewable energy sources (RES), the volatility of net load during the dispatch interval is s
Externí odkaz:
https://doaj.org/article/e807f36ca7fd4caf926ccce680ec4c45
Autor:
Peng Li, Wenqi Huang, Lingyu Liang, Zhen Dai, Shang Cao, Huanming Zhang, Xiangyu Zhao, Jiaxuan Hou, Wenhao Ma, Liang Che
Publikováno v:
Frontiers in Energy Research, Vol 11 (2023)
Reinforcement learning (RL) is recently studied for realizing fast and adaptive power system dispatch under the increasing penetration of renewable energy. RL has the limitation of relying on samples for agent training, and the application in power s
Externí odkaz:
https://doaj.org/article/b760580ad7994caea11165803f588f5d
Publikováno v:
iEnergy, Vol 2, Iss 1, Pp 43-62 (2023)
Power system dispatch is a general concept with a wide range of applications. It is a special category of optimization problems that determine the operation pattern of the power system, resulting in a huge influence on the power system security, effi
Externí odkaz:
https://doaj.org/article/65f2bcdb82c44c1cb95e6c4543b97faf
Publikováno v:
Energy Reports, Vol 8, Iss , Pp 124-133 (2022)
Wind power forecast (WPF) plays vital role in renewable energy power system dispatch. Inaccurate WPF caused by the stochastics and fluctuation of wind energy would lead to frequently modify power system dispatch scheduling and even endanger power sys
Externí odkaz:
https://doaj.org/article/de86b219549144d49afe846638dce742
Publikováno v:
Energy Reports, Vol 8, Iss , Pp 1122-1129 (2022)
With the rapid developments of renewable energy sources, the uncertainty of the power supply will bring new challenges to scheduling problems, and conventional scheduling strategies may lose their effectiveness. The current general scheduling strateg
Externí odkaz:
https://doaj.org/article/2fd7ef6ca9bc42e888ecb4aa465abc78
Autor:
Wenqi Huang, Shang Cao, Lingyu Liang, Huanming Zhang, Xiangyu Zhao, Hanju Li, Jie Ren, Liang Che
Publikováno v:
Energies, Vol 16, Iss 22, p 7520 (2023)
In power systems with high penetration of renewable energy, traditional physical model-based optimal dispatch methods suffer from modeling difficulties and poor adaptability, while data-driven dispatch methods, represented by reinforcement learning,
Externí odkaz:
https://doaj.org/article/c51564579415476b890e97620d4d0816
Akademický článek
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Publikováno v:
Frontiers in Energy Research, Vol 10 (2022)
The consumption of traditional fossil energy brings inevitable environmental protection problems, which also makes the low-carbon transition in industrial development imminent. In the process of low-carbon transition, the power industry plays a very
Externí odkaz:
https://doaj.org/article/d29170d555b94718b2a2eb56ada07dfe
Akademický článek
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