An Overview of Short-term Load Forecasting Based on Characteristic Enterprises

摘要

Load forecasting is the basic work of power planning, consumption, dispatching, etc. This paper provides an overview of short-term load forecasting based on characteristic enterprises. Based on the research status of the field, the background and significance of short-term load forecasting are discussed. This paper summarizes the characteristics and prediction methods of the enterprise with characteristic electricity consumption. This paper also gives a brief overview of the application of deep learning and data mining in short-term load forecasting. The problems existing in short-term load forecasting and the subsequent research directions are put forward.