CN113505241B - 一种基于知识图谱的用电安全隐患智能诊断方法 - Google Patents
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Abstract
Description
参数告警类型 | 参数类型 | 参数告警类型 | 参数类型 |
过流 | 三相(各相)、单相 | 电流谐波干扰 | 三相(各相)、单相 |
过载 | 三相(各相)、单相 | 电压谐波干扰 | 三相(各相)、单相 |
过温 | 三相(各相)、单相 | 漏电 | 三相(总) |
过压 | 三相(各相)、单相 | 断电 | 三相(总)、单相 |
欠压 | 三相(各相)、单相 | 通电 | 三相(总)、单相 |
放电 | 三相(各相)、单相 | 三相电流不平衡 | 三相(总) |
缺相 | 三相(各相)、单相 | 三相电压不平衡 | 三相(总) |
隐患类型 | 紧急程度 | 隐患类型 | 紧急程度 |
绝缘故障 | 紧急、重要 | 三相负荷不平衡 | 紧急、一般 |
接触不良 | 紧急 | 谐波干扰 | 紧急、一般 |
缺相运行 | 重要 | 电压波动 | 紧急、重要、一般 |
异常断电 | 紧急 | 恶性负载 | 重要 |
异常通电 | 重要 | 短路 | 重要 |
超负荷运行 | 紧急、重要 |
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CN114325081A (zh) * | 2021-12-29 | 2022-04-12 | 润建股份有限公司 | 一种基于多模态特征的非侵入式负荷识别方法 |
CN114697188B (zh) * | 2022-03-28 | 2023-03-03 | 天津大学 | 一种基于网络态势感知的物联网设备风险预测分析方法 |
CN114969018B (zh) * | 2022-08-01 | 2022-11-08 | 太极计算机股份有限公司 | 一种数据监控方法及*** |
CN117094688B (zh) * | 2023-10-20 | 2023-12-19 | 国网信通亿力科技有限责任公司 | 一种供电所数字化管控方法及*** |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109978052A (zh) * | 2019-03-25 | 2019-07-05 | 北京快电科技有限公司 | 一种用户侧能源设备智慧检修方法 |
CN111414477A (zh) * | 2020-03-11 | 2020-07-14 | 科大讯飞股份有限公司 | 车辆故障自动诊断方法、装置以及设备 |
CN111768077A (zh) * | 2020-05-28 | 2020-10-13 | 国网浙江省电力有限公司绍兴供电公司 | 一种基于知识图谱的电网跳闸事件智能识别方法 |
CN112052296A (zh) * | 2020-08-24 | 2020-12-08 | 中国水电工程顾问集团有限公司 | 一种风电故障诊断知识库构建方法 |
CN112231493A (zh) * | 2020-11-10 | 2021-01-15 | 泽恩科技有限公司 | 基于知识图谱的机房故障诊断方法、装置、设备及介质 |
CN112418458A (zh) * | 2020-12-09 | 2021-02-26 | 广州瑞修得信息科技有限公司 | 基于贝叶斯网络的车辆故障智能推理方法及*** |
CN112859822A (zh) * | 2021-04-25 | 2021-05-28 | 北京邮电大学 | 基于人工智能的设备健康分析及故障诊断的方法及*** |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103679293A (zh) * | 2013-12-20 | 2014-03-26 | 长园深瑞继保自动化有限公司 | 智能变电站告警和辅助决策*** |
US11327475B2 (en) * | 2016-05-09 | 2022-05-10 | Strong Force Iot Portfolio 2016, Llc | Methods and systems for intelligent collection and analysis of vehicle data |
CN110705710A (zh) * | 2019-04-17 | 2020-01-17 | 中国石油大学(华东) | 一种基于知识图谱的工业故障分析专家*** |
CN110601374A (zh) * | 2019-10-21 | 2019-12-20 | 国网电子商务有限公司 | 一种用电管理***及用电数据监测方法 |
CN112000791B (zh) * | 2020-08-26 | 2024-02-02 | 哈电发电设备国家工程研究中心有限公司 | 一种电机故障知识抽取***及方法 |
CN112446144A (zh) * | 2020-11-17 | 2021-03-05 | 哈工大机器人(合肥)国际创新研究院 | 一种大型回转机组故障诊断方法及装置 |
CN113032577B (zh) * | 2021-03-21 | 2022-12-27 | 国网河南省电力公司电力科学研究院 | 一种电力***知识图谱的构建、缺陷目标识别方法及*** |
-
2021
- 2021-07-15 CN CN202110799954.3A patent/CN113505241B/zh active Active
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109978052A (zh) * | 2019-03-25 | 2019-07-05 | 北京快电科技有限公司 | 一种用户侧能源设备智慧检修方法 |
CN111414477A (zh) * | 2020-03-11 | 2020-07-14 | 科大讯飞股份有限公司 | 车辆故障自动诊断方法、装置以及设备 |
CN111768077A (zh) * | 2020-05-28 | 2020-10-13 | 国网浙江省电力有限公司绍兴供电公司 | 一种基于知识图谱的电网跳闸事件智能识别方法 |
CN112052296A (zh) * | 2020-08-24 | 2020-12-08 | 中国水电工程顾问集团有限公司 | 一种风电故障诊断知识库构建方法 |
CN112231493A (zh) * | 2020-11-10 | 2021-01-15 | 泽恩科技有限公司 | 基于知识图谱的机房故障诊断方法、装置、设备及介质 |
CN112418458A (zh) * | 2020-12-09 | 2021-02-26 | 广州瑞修得信息科技有限公司 | 基于贝叶斯网络的车辆故障智能推理方法及*** |
CN112859822A (zh) * | 2021-04-25 | 2021-05-28 | 北京邮电大学 | 基于人工智能的设备健康分析及故障诊断的方法及*** |
Non-Patent Citations (2)
Title |
---|
VIBEX:an expert system for vibration fault diagnosis of rotating machinery using decision tree and decision table;BS Yang等;《Expert System with Applications,2005》;第28卷(第4期);第735-742页 * |
基于知识图谱的整机线缆检测故障诊断***研究;耿慧;《中国优秀硕士学位论文全文数据库 (工程科技Ⅱ辑)》(第06期);C031-44 * |
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