Energy and utility companies use smart data application and software to detect the matters, operations and functions worth of optimization. Real-time monitoring provides data concerning time, activity rate, state of some operations. The data is processed in combination with the external factors to define the average efficiency. Data science here is used for modeling of various situations and prediction of possible efficiency rates under various circumstances.