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Author

Qi-Jia Chi

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Conference Sep 2026

Transfer-learning-based prediction of abrupt regional grid load changes under cold-wave weather

Cold-wave weather produces rapid heating demand growth, abnormal industrial operating schedules, and larger reserve- pressure in regional power grids. Conventional short-term load forecasting models trained on normal winter samples often under-estimate the magnitude and direction of abrupt load changes because cold-wav...

Xin-Yu Ma, Qi-Jia Chi, Chen Xu et al. · 0 citations
Conference Sep 2026

Substation equipment target recognition and path planning for power inspection robots

Reliable autonomous inspection in high-voltage substations requires a robot to recognize small and safety-critical equipment targets while planning routes that remain outside energized danger regions. This paper proposes an optical and light detection and ranging (LiDAR) perception and planning method for substation in...

Qi-Jia Chi, Zhi-Jia Zhao, Chen Xu et al. · 0 citations

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