A new performance index for constant speed air-source heat pumps based on the nominal output heating capacity and a related modeling study

A general regression neural network

Donald F. Specht · IEEE Transactions on Neural Networks · 1991 · 4.5K citations

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Predicting hourly cooling load in the building: A comparison of support vector machine and different artificial neural networks

Qiong Li, Qinglin Meng, Jiejin Cai et al. · Energy Conversion and Management · 2008 · 349 citations

Engineering, Architectural Engineering, Building Science +14

Measuring the prediction error. A comparison of cross-validation, bootstrap and covariance penalty methods

Simone Borra, Agostino Di Ciaccio · Computational Statistics & Data Analysis · 2010 · 231 citations

Computing, Data Science, Machine Learning +13

An experimental study on defrosting heat supplies and energy consumptions during a reverse cycle defrost operation for an air source heat pump

Jiankai Dong, Shiming Deng, Yiqiang Jiang et al. · Applied Thermal Engineering · 2011 · 181 citations

Engineering, Mechanical Engineering, Energy Systems +16

Heating and cooling of buildings: design for efficiency

Choice Reviews Online · 1994 · 176 citations

Engineering, Architectural Engineering, Building Science +10