The energy consumption of the fifth generation(5G) mobile networks is one major concerns telecom industry. However, there not currently an accurate and tractable approach to evaluate 5G base stations (BSs) power consumption. In this article, we propose a novel model for realistic characterisation multi-carrier BSs, which builds on large data collection campaign. At first, define machine learnin...