Search Results for author: Wenjun Tang

Found 2 papers, 0 papers with code

A Multivariate Density Forecast Approach for Online Power System Security Assessment

no code implementations7 May 2021 Zichao Meng, Ye Guo, Wenjun Tang, Hongbin Sun, Wenqi Huang

A multivariate density forecast model based on deep learning is designed in this paper to forecast the joint cumulative distribution functions (JCDFs) of multiple security margins in power systems.

Uncover Residential Energy Consumption Patterns Using Socioeconomic and Smart Meter Data

no code implementations12 Apr 2021 Wenjun Tang, Hao Wang, Xian-Long Lee, Hong-Tzer Yang

We develop an analytical framework with feature selection and deep learning models to estimate the relationship between load patterns and socioeconomic features.

Feature Selection

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