- 对电气工程原理的基本理解
- 熟悉变电站的操作和设计概念
- 不需要AI的先验经验
观众
- 电气工程师和变电站设计师
- 电力系统规划师和电网操作员
- 对电气工程的AI驱动解决方案感兴趣的专业人员
人工智慧在Electrical Engineering中是一种专门的训练，专注于将人工智慧整合到电气系统的设计和管理中。
这种由教师主导的现场培训（在线或现场）旨在帮助中级专业人员探索使用当前趋势和人工智慧工具进行数字变电站和电力线路的设计和实施。
这个课程结束时，参与者将能够：
- 了解从传统变电站到数字变电站的过渡。
- 识别变电站设计和智能电网中的主要趋势。
- 将人工智慧技术应用于电力线路和变电站的设计和优化。
- 利用Python、MATLAB和PowerFactory等工具为人工智慧驱动的电气工程解决方案。
- 实施人工智慧算法，以进行变电站的预测性维护和故障检测。
课程格式
- 互动讲座和讨论。
- 大量的练习和实践。
- 在现场实验室环境中进行实践。
课程定制选项
- 要请求此课程的定制培训，请联系我们进行安排。
数字变电站介绍
- 了解传统变电站和数字变电站
- 数字变电站的核心组件：IED、过程总线和站总线
- IEC 61850通信标准
变电站设计中的当前趋势
- 智能电网在现代电力系统中的作用
- 变电站自动化和监控的创新
- 可再生能源在变电站设计中的集成
AI 对 Electrical Engineering 的基础知识
- 介绍 AI 和机器学习概念
- 监督学习、无监督学习和强化学习基础知识
- 工程应用的 AI 工具和平台
电力线路和变电站设计中的人工智能
- 利用人工智能优化变电站布局
- AI 驱动的潮流分析和故障检测
- 使用 AI 工具对电力系统进行稳定性分析
用于预测性维护和故障检测的人工智能
- 用于预测性维护的机器学习模型
- 利用 AI 算法识别异常和故障
- 案例研究：人工智能在故障检测和修复调度中的应用
动手练习
- 实施变电站优化的人工智能算法
- 使用Python进行潮流和故障分析
- 探索MATLAB和PowerFactory在电力系统中对人工智能应用的分析
未来的趋势和机会
- 人工智能在数字变电站演变中的作用
- 智能电网和电力系统中的新兴技术
- 在人工智能和电气工程领域进一步学习和专业化的机会
总结和结论
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