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KR0177
KR,doc
魏钰尧
4
2
2023-03-01T02:56:00Z
2023-03-01T03:19:00Z
8
856
4884
模板
广东科凯达智能机器人有限公司
40
11
5729
16
产品中心
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EvkoRnGIY5TIRzGKQxyjRD6KURzi+P87v4T7JjR8iQAAAABJRU5ErkJggk==
日
期
：
${GenerateDate}
DOCVARIABLE 版本号 \* MERGEFORMAT
Copyright
©
2022
广东科凯达智能机器人有限公司
DOCVARIABLE 版本号 \* MERGEFORMAT
广东科凯达智能机器人有限公司
编 制：
魏钰尧
审
核
：
日
期
：
2023年2月24日
版 本：
DOCVARIABLE 版本号 \* MERGEFORMAT
广东科凯达智能机器人有限公司
编 制：
魏钰尧
审
核
：
日
期
：
2023年2月24日
版 本：
DOCVARIABLE 版本号 \* MERGEFORMAT
广东科凯达智能机器人有限公司
日
期
：
${GenerateDate}
DOCVARIABLE 版本号 \* MERGEFORMAT
Copyright
©
2022
广东科凯达智能机器人有限公司
DOCVARIABLE 版本号 \* MERGEFORMAT
广东科凯达智能机器人有限公司
编 制：
魏钰尧
审
核
：
日
期
：
2023年2月24日
版 本：
DOCVARIABLE 版本号 \* MERGEFORMAT
广东科凯达智能机器人有限公司
编 制：
魏钰尧
审
核
：
日
期
：
2023年2月24日
版 本：
DOCVARIABLE 版本号 \* MERGEFORMAT
广东科凯达智能机器人有限公司
目录
TOC \o "1-3" \h \z \u
安徽新能源唐阳光伏电站无人机智能巡检
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAAxAAAA
PAGEREF _Toc128129641 \h
0
1
电站基本情况
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAAyAAAA
PAGEREF _Toc128129642 \h
2
2
无人机巡检流程
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAAzAAAA
PAGEREF _Toc128129643 \h
2
3
遵循标准及巡检规范
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAA0AAAA
PAGEREF _Toc128129644 \h
2
3.1
遵循国家、行业与企业标准
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAA1AAAA
PAGEREF _Toc128129645 \h
2
3.2
巡检规范
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAA2AAAA
PAGEREF _Toc128129646 \h
2
4
巡检概要
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAA3AAAA
PAGEREF _Toc128129647 \h
3
4.1
电站基本信息
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAA4AAAA
PAGEREF _Toc128129648 \h
3
4.2
飞行概况
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANAA5AAAA
PAGEREF _Toc128129649 \h
3
4.3
报告总结
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANQAwAAAA
PAGEREF _Toc128129650 \h
3
4.4
故障目录
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANQAxAAAA
PAGEREF _Toc128129651 \h
3
4.5
故障详情
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANQAyAAAA
PAGEREF _Toc128129652 \h
3
5
电量损失估计
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANQAzAAAA
PAGEREF _Toc128129653 \h
4
6
缺陷处理建议
CNDJ6nn5us4RjIIAqgBLqQsCAAAACAAAAA4AAABfAFQAbwBjADEAMgA4ADEAMgA5ADYANQA0AAAA
PAGEREF _Toc128129654 \h
4
电站基本情况
该项目位于安徽省合肥市肥东县古城镇境内蒋集水库，光伏区实际使用面积约
1000
亩
，本期装机容量
50MW
，配套建设一个
110
k
V
升压站，集中并网后以
110
k
V
线路接入肥东县刘桥变。
该项目属于国家支持新能源项目，符合国家双碳达标政策，
2020
年
3
月
9
日通过肥东县
招商预审会，
3
月
12
日备案，
8
月
28
日安徽省能源局下达批复文件。
2021
年
3
月
22
日成立大唐
肥东光伏发电有限责任公司，
5
月
17
日大唐集团下达开工批复，备案投资额达
2.7
亿元，是
肥东县政府重点推进的新能源建设项目，合肥市十四五规划项目。
该项目工程是以太阳能光伏为动力的节能型环保项目，符合国家新能源政策，有利于
改善电源结构。该项目已经取得环保、水保、电网等部门批复意见及回函。升压站用地为集体建设用地，国土预审符合要求，国土组卷已上报合肥市国土局。水库租赁、临时用地协议已经和古城镇政府签订，完成付款手续。
该项目已于
2021
年
12
月
30
日全容量并网。目前
16
个子阵运行正常，预计年平均上网电量
7493
万
kWh
，年销售收入
2800
万元，上缴地方税收约
200
万元。按火力发电标准煤耗计算
，每年可节省标煤
2.41
万吨，减少排放温室效应气体
CO 4.94
万吨，每年可节约淡水
21.6
万
M
，并减少相应的废水排放和温排水。该项目具有良好的社会效益和综合经济效
益，同时具有十分显著的环境效益。
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9fj8aNWq+t39Ng3BHgAAAAAAAEakjs7u6JnpS6N7Js6PFiztSFpHDoI9DGu60l2Xu2dVz5r/NFVP
/9K185nV3VtdBarTqqsntTrSqrO5VuVVR2+tbFR3Zq1Qrcqu5X6t7F/LgtXVXCu6oqUFaonV8uxa
HKplnf1qUVYt7a2FBWuBaolfHU01P1SL+9e8vFrUEc3NrFVxzbFamF+z/VrQv2Zl1fyVcc0sWDOs
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Jut3/J412wsPPr0gmrtwZW/AMEIR7AEAAAAAAAA1RLAHAAAAAAAA1BDBHgAAAAAAAFBDBHsAAAAA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无人机巡检流程
遵循标准及巡检规范
遵循国家、行业与企业标准
《
GB 50794-2012
光伏发电工程施工规范》
《
GB 50794-2012
光伏发电工程施工规范》
《
CNCA/CTS 0004-2010
并网光伏发电系统工程验收基本要求》
《
CNCA/CTS0016-2015
并网光伏电站性能检测与质量评估技术规范》
《民用无人驾驶航空器系统驾驶员管理暂行规定》
《通用航空经营许可管理规定》
《轻小型无人航空器运行暂行规定》
《民用无人机驾驶员管理规定》
《民用无人驾驶航空器系统空中交通管理办法》
《民用无人驾驶航空器实名制登记管理规定》
《
GB4208-2008
外壳防护等级》
《
GB/T13702-1992
计算机软件分类与代码》
《
GB/T15532-2008
计算机软件单元测试》
《
GB 16796-2009
安全防范报警设备
安全要求和试验方法》
《
GB/T 17626.2-2006
电磁兼容试验和测量技术静电放电抗扰度试验》
《
GB/T 17626.3-2016
电磁兼容试验和测量技术射频电磁场辐射抗燃度试验》
《
GJB 6703-2009
无人机测控系统通用要求》
巡检规范
1.
太阳辐照强度
:
不低于
400W/m2
，优选
≥600 W/m2;
电站出力不低于
40%
。
备注
:
晴朗天气正午辐照强度约
:1000W/m2
，多云天气约
400W/m2
，阴天约
100- 300W/m2
。
2.
飞行时间
:
辐照度
400W/m2
照射不低于
1
小时后进行。
3.
拍摄照片时避免太阳光通过反射物进入镜头。
4.
摄像头角度正射地面
;
飞行高度
66
米。
5.
作业时风速
<8m/s
。
6.
环境湿度
≤85%RH;
优选环境温度
>5°C
。
7.
航向重叠率
≥75%;
旁向重叠率
≥65%
。
巡检概要
电站基本信息
电站名称
${StationName}
占地面积
${StationArea}
装机容量
${StationInstalledCapacity}
巡检设备
${InspectionUAV}
巡检类型
${InspectionType}
系统服务
广东科凯达智能机器人有限公司
飞行概况
飞行面积
${StationArea}
本月飞行总架次
${TotalSortie}
有效巡检架次
${EffectiveSortie}
有效巡检天数
${EffectiveInspectionDate}
报告总结
${StationName}
共
${TotalFZ}
个方阵，
${TotalPVString}
串组串，
${TotalPVPanel}
个光伏板。
本月无人机巡检覆盖
${CoveredFZ}
个方阵，
${CoveredPVString}
串组串，
${CoveredPVPanel}
个光伏板。
其中发现共
${DioPVString}
串组串存在二极管故障
，其特征是在红外巡检图片当中在光伏板中出现条状热区
;
${HtsptPVString}
串组串存在热斑
，其特征是在光伏板当中出现不规则形状斑点
;
${OcPVString}
串组串掉串
，其特征是整串光伏板均出现热度高于正常温度的热区
。
总数
光伏板
/
块
${TotalPVPanel}
组串
/
串
${TotalPVString}
方阵
/
个
${TotalFZ}
本月有效巡检
${CoveredPVPanelPct}
${CoveredPVPanel}
${CoveredPVStringPct}
${CoveredPVString}
${CoveredFZPct}
${CoveredFZ}
本月未巡检
${UncoveredPVPanelPct}
${UncoveredPVPanel}
${UncoveredPVStringPct}
${UncoveredPVString}
${UnCoveredFZPct}
${UncoveredFZ}
发现异常总计
${FltPVPanelPct}
${FltPVPanel}
${FltPVStringPct}
${FltPVString}
${FltFZPct}
${FltFZ}
二极管故障
${DioPVPanelPct}
${DioPVPanel}
${DioPVStringPct}
${DioPVString}
${DioFZPct}
${DioFZ}
热斑
${HtsptPVPanelPct}
${HtsptPVPanel}
${HtsptPVStringPct}
${HtsptPVString}
${HtsptFZPct}
${HtsptFZ}
掉串
${OcPVPanelPct}
${OcPVPanel}
${OcPVStringPct}
${OcPVString}
${OcFZPct}
${OcFZ}
故障目录
序号
异常组串编号
二极管故障
热斑
掉串
<#list pirs as pir>
<#list pir.details as detail>
${detail.num}
${detail.name}
<#if detail.dioe=="1">✅
<#if detail.htspte=="1">✅
<#if detail.oce=="1">✅
故障详情
<#list pirs as pir>
巡检点
${pir.id}
序号
异常组串编号
二极管故障
热斑
掉串
<#list pir.details as detail>
${detail.num}
${detail.name}
<#if detail.dioe=="1">✅
<#if detail.htspte=="1">✅
<#if detail.oce=="1">✅
<#list pir.pics as pic>
${pic.infrared}
红外巡检图片
${pic.visible}
可见光巡检图片
电量损失估计
1.
二极管击穿或汇流条虚焊（长条形热斑）
因二极管击穿或汇流条虚焊导致组件中有子串处于开路状态，故损失功率按照开路子串占整个
组件百分比进行计算。具体电量损失公式如下：
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ZFWqRSW53TUhnIcN7ELxMnIiw11EHHylqHqFV2nSnuOpG5KC2K0qsJaAExpehpkDfCpOEI118qLQ
O3Z/nnZjzOXyHt5F8X4ZpdX7+/YJj3TTRWvXRV2+/GeWms/7v23uGZrsf//4bS2938MbvafryLi2
FpaAPXxymkbLRWZvQoM+ha26vC+j7c+fcJqpG1IgpHb4/HfcObxJoNnysNn3r9vY5va/3/3QRdeE
cB42mPL6J3DC25t5E+I6jpRhH1JgzwJJZOqGVI9pHYITxpg1LhJOxQl5hBDQxM8/f+xgITXvVAR7
llZrOmBc9tRKisIaXjqQvH1k+xyYSPnW22S/icdiaVgUWz+Lz2WO9pSZkC3hTM7Qyo7YZSxiw76d
aYZSTN2QFMPT5vhUSyzZbBPIWv58zszhbnv/nF4P+vjdkSJ+65oQXs0GU/ArDyUvsQUFy5gzV7XW
OME6YmrFJIiHjfopQ0XdkKKG1A7BCSOSGpFw9Bh5nULoihD2D0+WOtnWc+eaD604l5ffEx7/en0K
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cndEpZ0Nu11DpbcDdU0I8/tOr2GDKTbgBAHpuzRWj2B1w9Shz7LtlpDBCVxlPX6MvEoh9EUI+/3E
akXBpUC7v3Mui7an7Nzz3n5kX8qfTyLQTUOmwWVvEinnq+sKhuM4T7lIbetxopPHOdKlJF7eXdyl
afgFg6obiS2CVVQ3l2ZNE8Kr2WAKzHFDiQtW+5ygS6cBZMlG6hQOVHRIDkBwAof8cWOkAU44ztlc
Qthp4sioGIHVqTYuO176O4ehgihmf9yZOpQsdqmSuqq5YGa3z8/n4pGiuNIy8bwwNG8Wre7p9ICR
XbjgjgcjOjgkZPt7uyRMHGHqhhSAkQ7T6t8hb+LW0MRdE0ITbABOSKho6vqibsgO/YQyD06Y5oDK
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3kwtvVmDjvLUrYkHTeKee7N+RI9yKxOytQ3uhZrE4KgbkkVxYa2gJbPzu5PkbEHwB1/0qAw+BtIr
amjirgmhFTaYAghOYBNZszFvzfOJrEFapLIEnLBKc4VIOGqMOHYmCK66QuiDELaamFgimVczS40+
mig8CaqSxemaeLljoClzbCzLd7vC4N2jlLra74gIp3ytnRM+CJ5PFTzl1u9iMwJhqObL6jpi08K8
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88u85fGgtzgL2oYv6ZoQQqP8lWxgZbFbgazDfv1ygl8I3Ccu9/7s6EzdkGeCyy3JEnDCTJ05xbVe
uWmQE6o7m0MIG028cFe4z2ydoS5U9RoyLk8FXKBWWAu9NedlGaAAoMHl330ZPOK5yLLI6u0b4nYZ
s7C5C/hIZW6i2dlSKWTDG0i35bvOq0N7uYRQNyQrYaIloQJIPK53viysPI4j4eegZZlRfp2YT7OG
CaFBNlhk8UIF4ASK1Oz34hyRuu/4bPctrtM0oSE1rvQdghPKiIRK5aZNTqjqrFAShze6rDXx9nHM
MnymH7iCLatibV0VWRkfeEa0eCf3aPUde9GJX1zf4cjsA3nEzgnf1lqeSvfO50zZV5iXdyQQ0tUR
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5W2jFL1dH/t12+Cj1aTl3SM1sSzNSqBcIbtaZYMJrvJDSRaspjmBLrlLjvm7JNwDS3VDdtTT3Bm2
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wxxNrJAI4ARZ2ak6RqIna446jVAIs1XmtUv7iKKIuqvqbC4h+JpYN6EeW1EHliZV1I2U43YJhn9P
EnWKIS5L8PVVYcni/TfJaK/vuNSd388w+TyFdn+b1XZUJpckntf2NL6Bp6CgqeZIDEW1tFU3LKqJ
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YfN+H5Xdx+8fuScgXxNPPPr2ZhaF13/D0jH+ekDg+bx/2WCZbD/dvLCHEMFGIFAbATB5bYTRPxDo
EIHn7b+f91nMGa1wHfdNfHz/0F2W2ZrYThmoSL+/Y3dxs6PAbB0cpzHXMcmnv2FiOP0Tu16aDRwM
AwLFEQCTF4cUHQKBvhF4/5iODTWywK54Xs3Tf7MnYDiUrW/XSOtLvWP3Q+GBW0AACAABIAAEgAAQ
AAInQOD/XUFchOT6lv8AAAAASUVORK5CYIJ=
其中：
E
1
：因二极管击穿或汇流条虚焊损失的发电量；
P
：组件额定功率
H
：年利用小时数（该数据来自同一区域可研，仅供参考）
N
1
：有一路电池开路的组件数量
N
2
：有两路电池开路的组件数量
N
3
：整个组件开路的数量
2.
遮挡物、灰尘、泥土遮挡（普通点状热斑）
表格
SEQ
表格
\* ARABIC
1
光伏组件热斑功率损失（
引用发改委
能源研究院）
修正前
被测组件
Voc
(V)
I
sc(A)
V
mpp(V)
P
max(W)
S
TC
辐照度
(
W/m
2
)
组件背板温度
(
℃
)
热斑组件
2
3.57
5
.44
1
8.14
9
4.88
6
65
2
6.7
对比组件
3
5.55
6
.2
2
8.07
1
61.63
7
63
2
3.7
3
5.34
5
.85
2
8.14
1
52.25
7
07
2
8.1
修正后（α
=
0.0045
，β
=-0.1286
）
被测组件
Voc
(V)
I
sc(A)
V
mpp(V)
P
max(W)
S
TC
辐照度
(
W/m
2
)
组件背板温度
(
℃
)
热斑组件
2
3.79
6
.54
1
8.36
1
15.37
8
00
2
5
2
3.79
8
.17
1
8.36
1
44.24
1
000
2
5
对比组件
3
5.38
8
.13
2
7.90
1
68.68
8
00
2
5
3
5.74
6
.61
2
8.54
1
74.31
8
00
2
5
热斑
组件功率损失
%
（与标牌
2
35
W
比较）校正
到
1
000
W
/
m
2
3
8.620%
热斑组件功率损失
%
（与对比组件
1
比较）校正到
8
00
W
/
m
2
3
1.605%
热斑组件功率损失
%
（与对比组件
2
比较）校正到
8
00
W
/
m
2
33.813%
通过表格发现点状热斑的功率损失在
31.6%~38.6%
。本次采用
31-6%~38.6%
进行电量损失计算
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其中：
E
2
：因普通热斑损失的发电量
P
：组件额定功率
H
：年利用小时数（该数据来自同一区域可研，仅供参考）
N
4
：普通点状热斑的组件数量
3.
发电量损失合计（注：发电量损失为理论值，仅供参考）
月损失
总
电量
${TotalLose}kWh
二极管故障
${DioLose}kWh
热斑
${HtsptLose}kWh
掉串
${OcLose}kWh
缺陷
原因分析及
处理建议
缺陷原因分析
（
1
）二极管击穿或汇流条虚焊形成热斑：组件厂家在生产组件过程中，会出现接线盒汇
流条虚焊的情况。在汇流条虚焊的情况下，组件有一路电池处于开路的状态，该路电池的
温度比正常工作的电池温度高。
（
2
）灰尘遮挡形成的热斑：组件部分电池片被灰尘、泥土等障碍物遮挡，由于该电池片
被遮挡后会与正常发电的电池形成电压差，此时该电池片变为耗电部件存在，耗电导致发
热。
（
3
）遮挡物遮挡形成的热斑：组件部分电池片被遮挡物障碍物遮挡，由于该电池片被遮
挡后会与正常发电的电池形成电压差，此时该电池片变为耗电部件存在，耗电导致发热。
缺陷处理及建议
针对长条形的热斑：如若组件尚在保质期内，优先联系厂家进行更换。对接线盒内部汇流条虚焊的组件，可采用人工作业的方式对脱焊的汇流条进行焊接。二极管击穿（该情况较少）的组件，应更换接线盒。
针对灰尘、泥土等遮挡形成的热斑：建议及时清理站内的灰尘。制定详细的组件清洗计划，避免因尘土原因，影响电站的发电量。
针对遮挡物遮挡形成的热斑：建议巡检时重点检查遮挡部门组件是否异常，必要时清理遮挡物，同时制定合理巡检计划及检测方案，避免因遮挡问题，降低电站安全系统，同时减少电站发电损失。
另：建议用户定期对光伏电站进行热斑巡检，将每次巡检的数据与以往数据进行比对，观察热斑面积及温度的变化情况，对热斑面积及温度变化比较大的光伏组件，建议及时更换，保证该组串正常的发电量。
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${ReportTitle}
${ReportSubTitle}
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