-family residential sector. In this paper, we build a sensor-based forecasting model using Support Vector Regression (SVR), a commonly …. Ultimately, accurate and cost effective wide-scale energy prediction is a vital step towards next-generation energy efficiency …

-mean-square error) and the coefficient of determination (R2). The prediction results of SVR–POLY models outperformed the results of SVR …–RBF models for all prediction horizons and all sampling intervals. Moreover, the SVR–POLY demonstrated high generalization … potential domains is control, where short-term prediction of heat load can play a significant role. With reliable prediction of …