no code implementations • 14 Nov 2023 • Xinning Yi, Tianguang Lu, Yixiao Li, Qian Ai, Ran Hao
Therefore, this paper proposes a high-resolution collaborative planning model for electricity-thermal-hydrogen-coupled energy systems considering both the spatiotemporal distribution characteristics of renewable energy resources and the multi-scale bottom-to-top investment strategy for the complete hydrogen energy chain.
1 code implementation • 18 May 2022 • Yufan Zhang, Honglin Wen, Qiuwei Wu, Qian Ai
Case studies on both load and net load demonstrate that the proposed method can better adapt to data distribution compared with online central PIs method.
no code implementations • 31 Jan 2015 • Xing He, Robert Caiming Qiu, Qian Ai, Yinshuang Cao, Jie Gu, Zhijian Jin
With the statistical procedure, the proposed method is universal and fast; moreover, it is robust against traditional EED challenges (such as error accumulations, spurious correlations, and even bad data in core area).