Tao Hong

Engineering · Physical Sciences

40h-index9.3kcitations178works4.42yr avg
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Research Topics

Energy Load and Power Forecasting(72), Electric Power System Optimization(26), Grey System Theory Applications(18), Forecasting Techniques and Applications(17), Handwritten Text Recognition Techniques(14)

Publications178 total

Acoustic Emission-Based Anomaly Detection and Statistical Analysis for Predicting Failures in Cast Resin Transformers
The Transactions of The Korean Institute of Electrical Engineers·2026
Memory-Based Computing for Resource-Constrained Embedded Device Applications: A Case Study
National Academy Science Letters·2025
Autoencoder-Based Anomaly Detection for Insulation Condition Monitoring Under Power Semiconductor Switching Noise
2025
RMAAC: Joint Markov Games and Robust Multiagent Actor-Critic for Explainable Malware Defense in Social IoT
IEEE Transactions on Dependable and Secure Computing·2025· 1 cited
Dual-Evaluation Network-Based Adaptive Dynamic Programming Control for Flexible Flapping Wings
2025
HOPS: High-order Polynomials with Self-supervised Dimension Reduction for Load Forecasting
arXiv (Cornell University)·2025Open Access
MSFANC: A Case Study of Memory-Based Computing for Wearable Device Applications
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences·2024· 1 cited
Comparative Analysis of Partial Discharge Pattern Recognition Using Deep Learning and Machine Learning
2024· 1 cited
Energy Forecasting: A Review and Outlook
RePEc: Research Papers in Economics·2024· 30 citedOpen Access
Hybrid Computing Architecture Based on Analog Phase-Change Memory Chips for Deep Neural Network Training
2024
Optimal impact time and angle control guidance with limited speed
2024
Performance of long short-term memory networks in predicting athlete injury risk
Journal of Computational Methods in Sciences and Engineering·2024· 1 cited
Fuzzy support vector regressions for short-term load forecasting
Fuzzy Optimization and Decision Making·2024· 12 cited
An Container Elastic Autoscaling Strategy Based Adaptive Integrated Resource Forecast
2024· 1 cited
Moving beyond the Aerosol Climatology of WRF-Solar: A Case Study over the North China Plain
Weather and Forecasting·2024· 7 citedOpen Access
Economics of physics-based solar forecasting in power system day-ahead scheduling
Renewable and Sustainable Energy Reviews·2024· 13 cited
BigDEAL Challenge 2022: Forecasting peak timing of electricity demand
IET Smart Grid·2024· 8 citedOpen Access
U-Net Hardware Acceleration Design Based on FPGA
2023
Forecasting weather‐related power outages using weighted logistic regression
IET Smart Grid·2023· 13 citedOpen Access
An archived dataset from the ECMWF Ensemble Prediction System for probabilistic solar power forecasting
Solar Energy·2022· 58 citedOpen Access
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Frequent Co-authors

Jingrui Xie(10), Pierre Pinson(5), Dazhi Yang(5), Hamidreza Zareipour(4), Rafał Weron(4), Jian Luo(4), Antonio Bracale(4), Yi Wang(3), Chongqing Kang(3), Bidong Liu(3), Pu Wang(3), Shu‐Cherng Fang(3), Pasquale De Falco(3), Fan Shu(2), Jakub Nowotarski(2), Meng Wan(2), Jan Kleissl(2), H. Lee Willis(2), Pu Wang(2), Thomas D. Laing(2)