Electric Power ›› 2025, Vol. 58 ›› Issue (6): 76-82.DOI: 10.11930/j.issn.1004-9649.202408049
• Data-Driven Analysis and Control of Power System Security and Stability • Previous Articles Next Articles
LV Pengfei1(), QIU Yutao2(
), JIN Sheng3(
), WANG Zhihua4(
)
Received:
2024-08-14
Online:
2025-06-30
Published:
2025-06-28
Supported by:
LV Pengfei, QIU Yutao, JIN Sheng, WANG Zhihua. FMM Testing and Improved SVM Diagnostic Verification Technology for Intelligent Substation Protection[J]. Electric Power, 2025, 58(6): 76-82.
类别 | 配置功能 | 逻辑值 | ||
1 | 差动保护 | 0 | ||
2 | 停用重合闸 | 0 | ||
3 | 远方修改定值 | 1 | ||
4 | 远方投退压板 | 1 | ||
5 | 远方切换定值区 | 1 | ||
6 | 电流电压输入软压板 | 1 | ||
7 | GOOSE输出软压板 | 1 | ||
8 | GOOSE输入软压板 | 1 |
Table 1 Soft pressing plate configuration and logical values
类别 | 配置功能 | 逻辑值 | ||
1 | 差动保护 | 0 | ||
2 | 停用重合闸 | 0 | ||
3 | 远方修改定值 | 1 | ||
4 | 远方投退压板 | 1 | ||
5 | 远方切换定值区 | 1 | ||
6 | 电流电压输入软压板 | 1 | ||
7 | GOOSE输出软压板 | 1 | ||
8 | GOOSE输入软压板 | 1 |
序号 | 功能类别 | 编码 | ||
1 | 测试正确 | 0000 | ||
2 | 软压板错误 | 0001 | ||
3 | 控制字错误 | 0010 | ||
4 | 定值错误 | 0011 | ||
5 | 电压\电流相差较大 | 0100 | ||
6 | 时间不足 | 0101 | ||
7 | 1.2倍定值误\拒动 | 0110 | ||
8 | 1.05倍定值误\拒动 | 0111 | ||
9 | 0.95倍定值误\拒动 |
Table 2 Classification of test results
序号 | 功能类别 | 编码 | ||
1 | 测试正确 | 0000 | ||
2 | 软压板错误 | 0001 | ||
3 | 控制字错误 | 0010 | ||
4 | 定值错误 | 0011 | ||
5 | 电压\电流相差较大 | 0100 | ||
6 | 时间不足 | 0101 | ||
7 | 1.2倍定值误\拒动 | 0110 | ||
8 | 1.05倍定值误\拒动 | 0111 | ||
9 | 0.95倍定值误\拒动 |
功能逻辑 | 测试参数 | 动作情况 | ||
差动保护启动 | I= | 1.05倍整定值可靠动作 | ||
I= | 0.95倍整定值可靠不动作 | |||
差动速断 | I=2.646 A | 1.05倍整定值可靠动作 | ||
I=2.394 A | 0.95倍整定值可靠不动作 | |||
CT断线告警 | I= | 1.05倍整定值可靠动作 | ||
I= | 0.95倍整定值可靠不动作 |
Table 3 Testing status of differential protection section
功能逻辑 | 测试参数 | 动作情况 | ||
差动保护启动 | I= | 1.05倍整定值可靠动作 | ||
I= | 0.95倍整定值可靠不动作 | |||
差动速断 | I=2.646 A | 1.05倍整定值可靠动作 | ||
I=2.394 A | 0.95倍整定值可靠不动作 | |||
CT断线告警 | I= | 1.05倍整定值可靠动作 | ||
I= | 0.95倍整定值可靠不动作 |
序号 | 误差 | 训练次数 | 正确率/% | |||
1 | 96.56 | |||||
2 | 95.63 | |||||
3 | 94.78 | |||||
4 | 68.75 | |||||
5 | 51.32 |
Table 4 Accuracy of different training models
序号 | 误差 | 训练次数 | 正确率/% | |||
1 | 96.56 | |||||
2 | 95.63 | |||||
3 | 94.78 | |||||
4 | 68.75 | |||||
5 | 51.32 |
编码 | 功能类别 | 数据数量 | 错误数量 | 正确率/% | ||||
0000 | 测试正确 | 45 | 0 | 100.0 | ||||
0001 | 软压板错误 | 45 | 5 | 88.9 | ||||
0010 | 控制字错误 | 45 | 6 | 86.7 | ||||
0011 | 定值错误 | 45 | 2 | 95.6 | ||||
0100 | 电压\电流相差较大 | 45 | 4 | 91.1 | ||||
0101 | 时间不足 | 45 | 0 | 100.0 | ||||
0110 | 1.2倍定值误\拒动 | 30 | 1 | 96.7 | ||||
0111 | 1.05倍定值误\拒动 | 30 | 0 | 100.0 | ||||
0.95倍定值误\拒动 | 30 | 1 | 96.7 |
Table 5 Accuracy of different categories
编码 | 功能类别 | 数据数量 | 错误数量 | 正确率/% | ||||
0000 | 测试正确 | 45 | 0 | 100.0 | ||||
0001 | 软压板错误 | 45 | 5 | 88.9 | ||||
0010 | 控制字错误 | 45 | 6 | 86.7 | ||||
0011 | 定值错误 | 45 | 2 | 95.6 | ||||
0100 | 电压\电流相差较大 | 45 | 4 | 91.1 | ||||
0101 | 时间不足 | 45 | 0 | 100.0 | ||||
0110 | 1.2倍定值误\拒动 | 30 | 1 | 96.7 | ||||
0111 | 1.05倍定值误\拒动 | 30 | 0 | 100.0 | ||||
0.95倍定值误\拒动 | 30 | 1 | 96.7 |
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