Search Results for author: Zhijian Jin

Found 4 papers, 1 papers with code

Tackling Missing Values in Probabilistic Wind Power Forecasting: A Generative Approach

no code implementations6 Mar 2024 Honglin Wen, Pierre Pinson, Jie Gu, Zhijian Jin

Although it is natural to consider addressing this issue by imputing missing values before model estimation and forecasting, we suggest treating missing values and forecasting targets indifferently and predicting all unknown values simultaneously based on observations.

A Random Matrix Theoretical Approach to Early Event Detection in Smart Grid

no code implementations31 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).

Anomaly Detection Decision Making +1

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