学好电气全靠它，个人电气博文目录（持续更新中......）

一时失言乱红尘 2022-10-17 05:54 152阅读 0赞

博主是一个电气专业的业余计算机选手，电气毕竟是专业，所以记录下个人电气笔记（随笔哈，毕竟一篇博文我平均只花几个小时），持续更新中…

希望可以关注下我的其他专栏：如算法、NLP，希望去点个赞。  
![2021060209415997.jpg_pic_center][]

### 电气专栏目录 ###

*   *  微电网专栏
     *  电力NLP专栏
     *  负荷预测专栏
     *  经济调度专栏
     *  机组组合专栏
     *  水火电调度专栏
     *  非侵入式负荷监测专栏
     *  潮流计算专栏
     *  需求侧响应专栏
     *  杂记专栏
     *  数据集专栏

## 微电网专栏 ##

微电网后续还会更新…

<table> 
 <thead> 
  <tr> 
   <th>微电网</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/106497232" rel="nofollow">微电网日前优化调度 。算例有代码（0）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/106497539" rel="nofollow">微电网日前优化调度 。算例有代码（1）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/106525235" rel="nofollow">微电网日前优化调度 。算例有代码（2）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/106562951" rel="nofollow">微电网日前优化调度 。算例有代码（3）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/118511396" rel="nofollow">电力期刊论文实现：微电网经济调度（程序讲解）</a></td> 
  </tr> 
 </tbody> 
</table>

## 电力NLP专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>电力NLP</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/108901289" rel="nofollow">基于倒排表的电力调度知识问答系统构建 (100行代码带你实现nlp问答系统）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/111747281" rel="nofollow">基于发电厂知识问答库的检索式问答系统（python有代码）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/106551131" rel="nofollow">短文本分类：电力95598工单分类实现</a></td> 
  </tr> 
 </tbody> 
</table>

## 负荷预测专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>负荷预测专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/108069606" rel="nofollow">时间序列特征构造：以电力负荷预测为例讲解（python语言）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/KOBEYU652453/article/details/117442318" rel="nofollow">电气论文：负荷区间预测（机器学习简单实现）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/118877834" rel="nofollow">电气论文实现：通过电力光伏预测讲解seq2seq翻译模型</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/119716393" rel="nofollow">电气论文实现：深度学习分位数回归实现电力负荷区间预测</a></td> 
  </tr> 
 </tbody> 
</table>

## 经济调度专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>经济调度专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/106925122" rel="nofollow">电网调度优化学习笔记：不考虑经济损耗的调度方式（算例代码求解）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/113876312" rel="nofollow">给书配代码-电力经济调度（1）：基于拉格朗日及运筹规划方法的经济调度算法</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/113928406" rel="nofollow">给书配代码-电力经济调度（2）：计及动态约束及节能环保要求的经济调度</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/114225950" rel="nofollow">给书配代码-电力经济调度（3）：计及网络安全约束的经济调度模型</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/114661983" rel="nofollow">给书配代码-电力经济调度（4）：有功与辅助服务联合经济调度</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117127271" rel="nofollow">电气期刊论文实现：二进制遗传算法求解考虑输电损耗的负荷最优分配【经济调度，有代码】</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117258489" rel="nofollow">电气期刊论文实现：考虑爬坡约束和输电损耗的经济调度【有代码】</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117386398" rel="nofollow">电气期刊论文实现：考虑排放目标和输电损耗的经济调度【有代码】</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117461117" rel="nofollow">电气期刊论文实现：热火联产经济调度【有代码】</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/120238750" rel="nofollow">电气论文：基于遗传算法加非线性规划的水火电力系统经济调度（有程序和数据）</a></td> 
  </tr> 
 </tbody> 
</table>

## 机组组合专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>机组组合专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/118054664" rel="nofollow">电气期刊论文实现：基于改进遗传算法的电力机组组合（程序讲解）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/118243323" rel="nofollow">电气期刊论文实现：考虑斜坡约束、开停机时间约束的电力机组组合(程序讲解）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/119186687" rel="nofollow">电气期刊论文实现：基于输电线路容量安全约束的电力机组组合</a></td> 
  </tr> 
 </tbody> 
</table>

## 水火电调度专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>水火电调度专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/KOBEYU652453/article/details/120618596" rel="nofollow">电气论文：梯级水电站调度优化建模（文末有程序下载链接）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/KOBEYU652453/article/details/120921447" rel="nofollow">电气论文：基于粒子群算法的梯级水火电力系统优化调度【有代码】</a></td> 
  </tr> 
 </tbody> 
</table>

## 非侵入式负荷监测专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>非侵入式负荷专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/106748657" rel="nofollow">电力负荷事件划分（有代码）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117044195" rel="nofollow">电气期刊论文实现：基于遗传优化的非侵入式居民负荷分解方法(有代码）</a></td> 
  </tr> 
 </tbody> 
</table>

## 潮流计算专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>潮流计算专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/116228100" rel="nofollow">电气论文实现：前推回代在IEEE33节点中的潮流计算实现（matlab,python）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/119053312" rel="nofollow">电气：通过转移因子算法求解潮流</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/KOBEYU652453/article/details/119848821" rel="nofollow">电气论文实现：应用转移因子法求解大规模电力网络潮流</a></td> 
  </tr> 
 </tbody> 
</table>

<table> 
 <thead> 
  <tr> 
   <th>序号</th> 
   <th>潮流计算学习系列</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td>1</td> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/118354360" rel="nofollow">电气论文实现：电力网络之 通过计算机得到电力网络节点导纳矩阵（matlab，python）</a></td> 
  </tr> 
  <tr> 
   <td>2</td> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/118669720" rel="nofollow">电气论文实现：电力网络之 通过计算机得到电力网络节点阻抗矩阵（matlab）</a></td> 
  </tr> 
 </tbody> 
</table>

## 需求侧响应专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>需求侧响应专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/115693917" rel="nofollow">电气论文实现： 考虑储能和可再生能源误差的售电公司购售电策略（ 有代码数据）</a></td> 
  </tr> 
 </tbody> 
</table>

## 杂记专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>杂记专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/116373194" rel="nofollow">电气论文实现:从大规模用户中找出异常用电用户</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/116353779" rel="nofollow">电气论文实现：对大规模用户负荷曲线进行聚类</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117551045" rel="nofollow">蒙特卡罗模拟（python实现）</a></td> 
  </tr> 
 </tbody> 
</table>

## 数据集专栏 ##

<table> 
 <thead> 
  <tr> 
   <th>数据集专栏</th> 
  </tr> 
 </thead> 
 <tbody> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117248679" rel="nofollow">MATLAB simulink电气仿真集(仿真很多、有资源可下载）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://blog.csdn.net/kobeyu652453/article/details/117398990" rel="nofollow">【图像目标检测】电力图像数据集：电力巡检智能缺陷检测（有下载链接）</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/19425094" rel="nofollow">电力95598工单数据集.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20040650" rel="nofollow">微电网日前经济调度数据集.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20355813" rel="nofollow">电力光伏预测数据集.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/19291624" rel="nofollow">电力负荷预测数据集（江苏镇江1400户企业约2年数据）.7z</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20387486" rel="nofollow">（NLP数据）电网语义 招标文件.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20387495" rel="nofollow">电工杯（风电功率预测数据集和文件）.7z</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20387503" rel="nofollow">光伏功率-国能日新（新）.7z</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20387514" rel="nofollow">（NLP）电力1000号工单.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20387521" rel="nofollow">（非侵入式负荷）240户家庭电器用电数据.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20387531" rel="nofollow">利用历史风电场数据预测短期风力发电的概率模型.7z</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/20387549" rel="nofollow">基于机器学习的24脉波整流器故障诊断方法.zip</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/21088099" rel="nofollow">某地3年的电力负荷天气数据（10万条）.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/21436133" rel="nofollow">电力数据-某地 6机30节点数据（机组组合）.zip</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/21964271" rel="nofollow">美国PJM需求响应数据（中文）(1).csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/21964267" rel="nofollow">西班牙2015年到2019年共35000条陆上风电和天气数据.zip</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/22836865" rel="nofollow">多区域互联电力系统的分布式优化调度方法（C语言程序）.zip</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/22839125" rel="nofollow">电力95598工单数据集完整版200M，10万条.zip</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/23551810" rel="nofollow">电气负荷（电价）预测：某地电力负荷与价格预测数据.xlsx</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/23551308" rel="nofollow">电气负荷预测：2012年全球能源预测大赛电力负荷预测数据集.rar</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/23550315" rel="nofollow">电力负荷数据集：南京市15分钟粒度的负荷供电数据以及每日天气数据（接近三年的数据集）.xls</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/23550129" rel="nofollow">电力负荷数据集：农夫山泉公司的小时级负荷及其电力消费数据.rar</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/23549818" rel="nofollow">电力负荷数据集：中国美的暖通公司的小时级负荷及其用电消费数据（3个月）.zip</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/23550661" rel="nofollow">2012年全球能源预测大赛风电负荷预测数据集.rar</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/29066267" rel="nofollow">电气数据-家庭用电预测.csv</a></td> 
  </tr> 
  <tr> 
   <td><a href="https://download.csdn.net/download/KOBEYU652453/29077764" rel="nofollow">电气输电线路绝缘子数据集（1000左右张图片）.zip</a></td> 
  </tr> 
 </tbody> 
</table>

![在这里插入图片描述][20210602094047194.jpg_pic_center]  
作者：电气-余登武。一个电气专业的业余计算机选手。  
![20210602094355878.jpg_pic_center][]

[2021060209415997.jpg_pic_center]: /images/20221014/edb8d61d32ee400b964b3bd5feb0b7ee.png
[20210602094047194.jpg_pic_center]: /images/20221014/7b1d02c840d94a17b135ae3d700b7e41.png
[20210602094355878.jpg_pic_center]: /images/20221014/9846e3fae13146ed90791dd6c0462790.png