This paper presents an energy performance comparison of air to water heat pump manufacturer quoted values. calculated seasonal performance values from standards and actual in-use values for space heating mode only. Within this. the paper determines whether an in-use factor would be suitable to correct performance predictions where differences exist. https://bbmbatteryes.shop/product-category/131/