Electricity usage of buildings (including offices, malls, and residential apartments)
represents a significant portion of a nation's energy expenditure and carbon footprint. In the …

Residential buildings with the ability to monitor and control their net-load (sum of load and
generation) can provide valuable flexibility to power grid operators. We present a novel …

Bayesian optimisation is a powerful method for optimising black-box functions, popular in
settings where the true function is expensive to evaluate and no gradient information is …