Experimental flexibility identification of aggregated residential thermal loads using behind-the-meter data

Neural network forecasting for seasonal and trend time series

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Computing, Meteorology, Forecasting +13

An Empirical Comparison of Machine Learning Models for Time Series Forecasting

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Computing, Computer Science, Forecasting +16

Aggregate Flexibility of Thermostatically Controlled Loads

He Hao, Borhan M. Sanandaji, Kameshwar Poolla et al. · IEEE Transactions on Power Systems · 2014 · 721 citations

Engineering, Systems Engineering, Energy Management +16

Short-term electrical load forecasting using the Support Vector Regression (SVR) model to calculate the demand response baseline for office buildings

Yongbao Chen, Peng Xu, Yiyi Chu et al. · Applied Energy · 2017 · 650 citations

Management, Building Science, Demand Forecasting +16

Energy flexibility of residential buildings using short term heat storage in the thermal mass

Jérôme Le Dréau, Per Heiselberg · Energy · 2016 · 435 citations

Architecture, Architectural Engineering, Building Science +17