基于人工智能的水电站IT系统自动化运维应用研究

Application of Hydropower Station Information Operation and Maintenance Based on Artificial Intelligence

当前大多数水电站均存在人力及物力投入量大、工作精细化程度低等弊端,对科学、高效的运维模式进行创新探索尤为迫切。针对在日益复杂的业务环境和多样化的用户需求,运用新一代的基于人工智能的自动化运维技术,综合标准化、结构化、流程化、自动化和智慧化等手段,构建基于人工智能的水电站IT系统自动化运维方法及应用支持系统。应用人工智能技术,建立一个与实际水电站相匹配的3D数字化水电站,并以3D数字化模型为载体统筹管理水电站数据,实现水电站信息系统自动化运维,降低IT服务成本和提升IT服务效率。实验结果表明:该方法传输带宽利用率可达到97.5%,运维知识的答案匹配度在97%~99%范围内变化,且并发调用响应时间低于1.2 s,满足信息化运维实时性要求。

At present,most hydropower stations have disadvantages such as large input of human and material resources and low degree of work refinement.It is particularly urgent to innovate and explore scientific and efficient operation and maintenance models.In view of the increasingly complex business environment and diverse user needs,this paper uses a new generation of artificial intel-ligence-based automatic operation and maintenance technology,and integrates standardization,structuring,process,automation and intelligence to build a hydropower station based on artificial intelligence.IT system automatic operation and maintenance method and application support system,applying artificial intelligence technology,it establishes a 3D digital hydropower station that matches the actual hydropower station,and uses the 3D digital model as a carrier to manage the data of the hydropower sta-tion as a whole to realize the automatic operation and maintenance of the information system of the hydropower station.It reduc-es IT service costs and improve IT service efficiency.The experimental results show that the transmission bandwidth utilization rate of this method can reach up to 97.5%,the answer matching degree of operation and maintenance knowledge varies in the range of 97%~99%,and the response time of concurrent calls is always less than 1.2 s,which meets the real-time information op-eration and maintenance requirements sexual requirements.