Study On Operation Condition Monitoring And Optimal Scheduling Of Wind Power Plants

In recent years,with the increasing awareness of environmental protection and the con-cept of sustainable development,the demand for wind energy technology in today’s society is also increasing,which greatly promotes the rapid development of wind energy related technologies.Today,the whole world that faces the fossil energy depletion and fossil energy brought about by the climate warming,air pollution and other environmental climate prob-lems,in this case,all countries in the world begin to conduct the thorough research to the wind energy technology,led solar energy,air cooling,geothermal energy,tidal energy,biomass energy and other renewable clean energy related technology got rapid development.Wind power generation,as an important part of wind power generation,has attracted the attention of all countries in the world because of its extensive resource distribution and sustainable power generation.However,from the actual situation,the traditional wind with stochastic volatility,it will lead to the trend of distribution power system is more complex,uncertain factors increase,the great impact on the operation of the power system,the original way,and with the access number and size of wind power continues to increase,wind will sweep efficiency in large-scale power system,thus affect the power system short circuit capacity se-curity constraints such as the content,cause disturbance to the smooth running of the power system.For can effectively solve this problem,this paper will be based on the existing re-search results,combined with the actual situation of wind power wind power generation and classification of the smart grid scheduling and scheduling model,build a wind farm collabo-rative optimization model of wind power project and maintenance plan,and historical data,based on the wind speed by weibull distribution to fit the fan output distribution interval,and the uncertainty of wind power can be converted to a deterministic model,Wind speed has the characteristics of randomness,volatility and uncertainty,and the wind speed in different regions and different seasons also has a great difference,but combined with the actual situa-tion,the wind speed distribution still has a certain regularity,can be used to fit the probability distribution of wind speed through the way of empirical distribution is derived by genetic al-gorithm and commercial solver GUROBI solution;Finally,the operation control strategy of wind farm microgrid is proposed and the micropower controller is completed.After simula-tion analysis,it is found that the wind farm microgrid operation control strategy proposed in this paper can effectively suppress the microgrid impulse current problem,Through two-way digital technology to achieve the control effect from the power plant to the whole process of electricity consumption,and then achieve the reduction of energy consumption,and then re-duce the impact on the power system operation after the wind farm microgrid is incorporated into the power system to ensure the stable and effective operation of the power system.