新能源电站功率预测系统的运维关键技术研究

Research on the Key Technology of the Operation and Maintenance of the Power Prediction System of the New Energy Power Stations

随着全球对清洁能源的需求不断增加,新能源电站作为可再生能源的主要生产者之一,在能源领域发挥着日益重要的作用。然而,与传统发电方式不同,新能源电站的运行受到诸多不确定因素的影响,如天气变化、气象条件波动等,这给电站的功率输出预测带来了较大的挑战。而功率预测系统通过准确预测电站未来的功率输出,使得运营团队能够更好地制订运维计划,合理安排电力调度,提高电站的整体经济效益。然而,功率预测系统在运维中面临着众多挑战,包括天气突变导致的不确定性、多源数据融合难题、数据质量管理等。文章深入探讨了新能源电站功率预测系统的运维关键技术,以期为相关人员提供参考。

With the increasing global demand for clean energy,new energy power plants,as one of the main producers of renewable energy,are playing an increasingly important role in the energy sector.However,unlike traditional power generation methods,the operation of new energy power stations is affected by many uncertain factors,such as weather changes and meteorological fluctuations,which pose significant challenges to the power output prediction of power stations.The power prediction system accurately predicts the future power output of the power station,enabling the operation team to better formulate operation and maintenance plans,arrange power dispatch reasonably,and improve the overall economic benefits of the power station.However,power prediction systems face numerous challenges in operation and maintenance,including uncertainty caused by sudden weather changes,difficulties in multi-source data fusion,and data quality management.The article delves into the key operation and maintenance technologies of the power prediction system for new energy power stations,in order to provide reference for relevant personnel.