Research on the Influence of forecasting precision to the Hydro-Wind generation Coordinated Operation
The research on wind generation and hydro generation is deeply and widely at home and abroad.Hydro generation has become the best technological way to eliminate the impact of fluctuations of wind generation.With the development of wind generation in our country,there are many researching on the hydro-wind generation coordinated operations.But researching on the influence of forecasting precision to the hydro-wind generation coordinated operation is not reported in our country.This paper makes research and discussion in this field.Firstly,the three different wind prediction models will be studied in this paper,which are persistence forecasting model,ARIMA forecasting model and improved BP neural network forecasting model.According to the specific example,improved BP network forecasting model is better than ARIMA forecasting model and ARIMA forecasting model is better than persistence forecasting model in the same situation.Secondly,building different models of the hydro-wind generation coordinated operation is based on the above three different wind forecasting models.In the model,daily load is supplied by both wind generation and hydro generation,but wind generation must be used up and then the other is supplied by hydro generation.Because wind generation cannot be stored,the target function can only choose the variables related the hydro generation when the model of the hydro-wind generation coordinated operation is established.The present study shows that the more accurate the Wind generation prediction is,the less its influences over the water assumption in hydro generation stations are.
Wind generation:Hydro generation:forecasting precision:coordinated operation
Cheng Fei Ma Cai Hong Zhao Zhen Li Qian Qian Wang
Electrical and Automation Engineering College Nanjing Normal University Nan Jing,China
国际会议
威海
英文
1803-1807
2011-07-06（万方平台首次上网日期，不代表论文的发表时间）