Jingrui Liu

Statistics

Publications

Citations

134

H-Index

Active since

2024

Affiliations

Chongqing University(Current)

University of Cincinnati

Jingrui Liu is an author at Chongqing University specializing in global search algorithms, electric load forecasting, and short-term load forecasting.

Publications per year

2024–2025

Publications

Short-term power load forecast using OOA optimized bidirectional long short-term memory network with spectral attention for the frequency domain

Jingrui Liu, Zhiwen Hou, Tianxiang Yin · Energy Reports · 2024 · 39 citations · Full text

Computing, Meteorology, Energy Management +16

Mathematical and Machine Learning Innovations for Power Systems: Predicting Transformer Oil Temperature with Beluga Whale Optimization-Based Hybrid Neural Networks

Jingrui Liu, Zhiwen Hou · Mathematics · 2025 · 26 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Enhanced Beluga Whale optimization meets GRU and adaptive cubature Kalman filter: a novel approach for state of charge estimation in lithium-ion batteries

Jingrui Liu, Zhiwen Hou, Y. Xu et al. · Ionics · 2025 · 20 citations

Engineering, Marine Engineering, Electrochemical Engineering +16

Machine Learning Innovations in Renewable Energy Systems with Integrated NRBO-TXAD for Enhanced Wind Speed Forecasting Accuracy

Zhiwen Hou, Jingrui Liu, Qixiang Ma et al. · Electronics · 2025 · 19 citations · Full text

Computing, Computer Science, Data Science +17

Enhancing Smart Grid Sustainability: Using Advanced Hybrid Machine Learning Techniques While Considering Multiple Influencing Factors for Imputing Missing Electric Load Data

Zhiwen Hou, Jingrui Liu · Sustainability · 2024 · 18 citations · Full text

Computing, Computer Science, Data Science +17

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