2 papers
eess.SY2020
Grocery Store Flexibility Management Using Model Predictive Control With Neural Networks
Roope Sarala, Jussi Kiljander
As more and more energy is produced from renewable energy sources (RES), the challenge for balancing production and consumption is being shifted to consumers instead of the power g…
cs.LG2020
Stacked Boosters Network Architecture for Short Term Load Forecasting in Buildings
Tuukka Salmi, Jussi Kiljander, Daniel Pakkala
This paper presents a novel deep learning architecture for short term load forecasting of building energy loads. The architecture is based on a simple base learner and multiple boo…