基于Python的风电齿轮箱远程状态监测系统开发与实现  

Development and Implementation of Remote Condition Monitoring System for Wind Turbine Gearboxes Based on Python

作　　者：周裕康 胡王平 杨水余 周焕辉[2] 孙荣坤 张志新[1] Zhou Yukang;Hu Wangping;Yang Shuiyu

机构地区：[1]浙江大学化机所,浙江省杭州市310027 [2]杭州前进齿轮箱集团股份有限公司

出　　处：《工程机械》2023年第9期21-26,I0017,共7页Construction Machinery and Equipment

基　　金：国家重点研发计划“制造基础技术与关键部件”重点专项《齿轮传动系统动力学基础理论及其健康监测》(2019YFB20046)。

摘　　要：针对现有风电齿轮箱状态监测与故障诊断产品的不足,提出并实现一种基于Python的低成本且具有良好生态,能够方便地集成最新监测与智能诊断方法的风电齿轮箱远程状态监测系统的设计方案。论述该系统的拓扑结构、现场节点设计及布置、组网方式、采样策略以及数据库设计,并对开发成功的系统进行试验验证。试验结果表明,系统能够可靠、稳定地运行,具有广泛的工程实用价值。In view of the shortcomings of the existing condition monitoring and fault diagnosis products for wind turbine gearboxes,a design of a low-cost and eco-friendly remote condition monitoring system for wind turbine gearboxes based on Python is proposed and implemented,which can easily integrate the latest monitoring and intelligent diagnosis methods.The topological structure,field node design and arrangement,networking method,sampling strategy and database design of the system are discussed,and the successfully developed system is verified by experiments.The experimental results indicate that the system can operate reliably and stably and has wide engineering practical value.

关 键 词：风电齿轮箱 状态监测 故障预警 

分 类 号：TM315[电气工程—电机] TP274[自动化与计算机技术—检测技术与自动化装置]