Research - Areas

Residential demand aggregation <-> Energy systems

Residents’ energy usage preferences are complex and stochastic. Can we use machine learning techniques to predict and further control demand side resources?

Climatic events <-> Energy systems

Cloud, fog, rain, and even solar eclipses are frequent phenomena which may affect our solar powered (mostly) future systems. Will our grid remain robust to those climatic events?

Electricity market bidding <-> Energy systems

In recent years, serveral develping contries started to reform their electricity market. Is there winning bidding strategy in those emerging electricty markets (eg. China)?

Life science <-> Energy systems

Human are ubiquitously exposed to artificial lights while the morbidity of metabolic disease is increasing. Can we use power grid data to explore the potential relationship?