New energy wind-PV power generation has obvious intermittence, randomness and volatility, and large-scale connection of wind and PV power plants will bring certain impact to the safe and stable operation of the power grid. Therefore, we need to use the wind-PV power forecasting system to predict the generated power of wind farms and PV power plants, so as to predict the power fluctuation in advance, arrange the operation mode and countermeasures reasonably, and improve the safety and reliability of the power grid.
Power Prediction Solution
This solution is widely used in centralized wind farms and PV power plants
Overview
Features
01
High-precision weather forecast, which uses authoritative weather forecast source data at home and abroad, and combines the measured environmental data of the plant or station to carry out targeted weather forecast modeling for a single plant or station, so as to improve the accuracy of weather forecast
02
Multi-dimensional prediction model, which aims at different topographic features such as mountains and plains of each plant or station, uses specific power prediction models to predict and improve prediction accuracy
03
Multi-type prediction algorithm, which adopts a variety of algorithms to realize collective prediction, such as neural network, categorical regression, clustering, etc., and to obtain the optimal solution of prediction results
04
Extensible communication interface supports 104, 102, ftp, sftp and other conventional communication methods and a variety of non-standard communication protocols; Combined with corporate communication managers, it can achieve various types of data transmission under a variety of protocols