Course Code: aieedspl
Duration: 21 hours
Prerequisites:
  • 對電氣工程原理的基本理解
  • 熟悉變電站的操作和設計概念
  • 不需要AI的先驗經驗

觀眾

  • 電氣工程師和變電站設計師
  • 電力系統規劃師和電網操作員
  • 對電氣工程的AI驅動解決方案感興趣的專業人員
Overview:

人工智慧在Electrical Engineering中是一種專門的訓練,專注於將人工智慧整合到電氣系統的設計和管理中。

這種由教師主導的現場培訓(在線或現場)旨在幫助中級專業人員探索使用當前趨勢和人工智慧工具進行數字變電站和電力線路的設計和實施。

這個課程結束時,參與者將能夠:

  • 了解從傳統變電站到數字變電站的過渡。
  • 識別變電站設計和智能電網中的主要趨勢。
  • 將人工智慧技術應用於電力線路和變電站的設計和優化。
  • 利用Python、MATLAB和PowerFactory等工具為人工智慧驅動的電氣工程解決方案。
  • 實施人工智慧算法,以進行變電站的預測性維護和故障檢測。

課程格式

  • 互動講座和討論。
  • 大量的練習和實踐。
  • 在現場實驗室環境中進行實踐。

課程定制選項

  • 要請求此課程的定制培訓,請聯繫我們進行安排。
Course Outline:

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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