no code implementations • 6 Sep 2022 • Liwei Lu, Zhijun Zeng, Yan Jiang, Yi Zhu, Pipi Hu
Taking the collocations of Gaussian functions as the test functions in the weak form of the FP equation, we transfer the derivatives to the Gaussian functions and thus approximate the weak form by the expectational sum of the data.
no code implementations • 1 Jul 2022 • Haonan Hu, Yan Jiang, Jiliang Zhang, Yanan Zheng, Qianbin Chen, Jie Zhang
The fog-radio-access-network (F-RAN) has been proposed to address the strict latency requirements, which offloads computation tasks generated in user equipments (UEs) to the edge to reduce the processing latency.
no code implementations • 27 Jun 2022 • Yan Jiang, Jinhua Gao, HuaWei Shen, Xueqi Cheng
The main challenge of this task comes two-fold: few-shot learning resulting from the varying targets and the lack of contextual information of the targets.
1 code implementation • 1 Jun 2022 • Wenqi Cui, Yan Jiang, Baosen Zhang, Yuanyuan Shi
We explicitly characterize the stability conditions and engineer neural networks that satisfy them by design.
no code implementations • 1 May 2022 • Yan Jiang, Wenqi Cui, Baosen Zhang, Jorge Cortés
Specifically, we use RL to learn a neural network-based control policy mapping from the integral variables of DAI to the controllable power injections which provides optimal transient frequency control, while DAI inherently ensures the frequency restoration and optimal economic dispatch.
no code implementations • 31 Dec 2020 • Kailong Liu, Xiaosong Hu, Zhongbao Wei, Yi Li, Yan Jiang
Experimental results demonstrate that the modified Gaussian process regression model considering the battery electrochemical and empirical ageing signature outperforms other counterparts and is able to achieve satisfactory results for both one-step and multi-step predictions.
1 code implementation • 11 Sep 2020 • Wenqi Cui, Yan Jiang, Baosen Zhang
As more inverter-connected renewable resources are integrated into the grid, frequency stability may degrade because of the reduction in mechanical inertia and damping.
1 code implementation • 9 Dec 2019 • Zhanjing Tao, Yan Jiang, Yingda Cheng
The contribution of this work is the introduction of a systematic framework for collocation onto high-order piecewise polynomial space that is allowed to be discontinuous.
Numerical Analysis Numerical Analysis
no code implementations • 5 Jul 2016 • Young Woong Park, Yan Jiang, Diego Klabjan, Loren Williams
We examine the performance of our algorithms on a stock keeping unit (SKU) clustering problem employed in forecasting halo and cannibalization effects in promotions using real-world retail data from a large supermarket chain.