Xinyi Ma

Flow-PIN: A Two-Stage Power-Flow-Guided Method for System-Wide Multivariate Profile Inpainting in Distribution Networks

Zhenghao Zhou, Yiyan Li, Yike Guo, Xinyi Ma, Zheng Yan, Mo-Yuen Chow

High-quality system measurement data is critical for power distribution system operation. As deep generative models (e.g., GAN, Diffusion, etc.) have been widely studied to solve the missing data restoration problem to enhance the data quality, their results may look "realistic"…Read more