Teaching

Automatic Control

Research

In past, I was passionate in Multi-energy system modelling & optimization, and this path is still going on, and we have now collaborated with industrial partner to provide turn-key solutions for Net-zero industrial parks. See Catalogue (.PDF) [ZH] ABB Zero-carbon Smart Parks solution

Recently, due to the LLM, I think method may not be a big barrier, so I focus more on original data assembling. We establised platform and have real applications.

For example, we provide prototype buildings houry energy performance for 330+ China cities considering future climate change scenarios in 2040 and 2060. See 中国城市建筑能耗模型数据库 and we provide 3D full visualization ShanghaiHeating

In the meantime, we have developed the whole pipeline from Google image, deep learning, building footprint, rooftop modelling, building fabric, LoD2.5 urban energy modelling. See 城市建筑模型