Search Results for author: Zhixian Wang

Found 3 papers, 1 papers with code

An Explainable Framework for Machine learning-Based Reactive Power Optimization of Distribution Network

no code implementations7 Nov 2023 Wenlong Liao, Benjamin Schäfer, Dalin Qin, Gonghao Zhang, Zhixian Wang, Zhe Yang

To reduce the heavy computational burden of reactive power optimization of distribution networks, machine learning models are receiving increasing attention.

Decision Making

Benchmarks and Custom Package for Electrical Load Forecasting

1 code implementation14 Jul 2023 Zhixian Wang, Qingsong Wen, Chaoli Zhang, Liang Sun, Leandro Von Krannichfeldt, Yi Wang

Based on this, we conducted extensive experiments on load data at different levels, providing a reference for researchers to compare different load forecasting models.

Feature Engineering Load Forecasting +2

DiffLoad: Uncertainty Quantification in Load Forecasting with Diffusion Model

no code implementations31 May 2023 Zhixian Wang, Qingsong Wen, Chaoli Zhang, Liang Sun, Yi Wang

The uncertainties in load forecasting can be divided into two types: epistemic uncertainty and aleatoric uncertainty.

Decision Making energy management +3

Cannot find the paper you are looking for? You can Submit a new open access paper.