CN108898273B - 一种基于形态分析的用户侧负荷特征聚类评价方法 - Google Patents
一种基于形态分析的用户侧负荷特征聚类评价方法 Download PDFInfo
- Publication number
- CN108898273B CN108898273B CN201810533922.7A CN201810533922A CN108898273B CN 108898273 B CN108898273 B CN 108898273B CN 201810533922 A CN201810533922 A CN 201810533922A CN 108898273 B CN108898273 B CN 108898273B
- Authority
- CN
- China
- Prior art keywords
- load
- cloud
- index
- gravity
- value
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000011156 evaluation Methods 0.000 title claims abstract description 84
- 230000000877 morphologic effect Effects 0.000 title claims abstract description 28
- 238000004458 analytical method Methods 0.000 title claims abstract description 20
- 230000005484 gravity Effects 0.000 claims abstract description 68
- 230000006399 behavior Effects 0.000 claims abstract description 18
- 238000000034 method Methods 0.000 claims abstract description 14
- 230000000007 visual effect Effects 0.000 claims abstract description 6
- 238000004422 calculation algorithm Methods 0.000 claims description 18
- 230000008859 change Effects 0.000 claims description 13
- 239000011159 matrix material Substances 0.000 claims description 13
- 238000004364 calculation method Methods 0.000 claims description 6
- 238000013507 mapping Methods 0.000 claims description 6
- 230000008569 process Effects 0.000 claims description 4
- 238000010606 normalization Methods 0.000 claims description 3
- 238000013139 quantization Methods 0.000 claims description 3
- 238000000605 extraction Methods 0.000 claims description 2
- 238000005265 energy consumption Methods 0.000 abstract description 8
- 238000005065 mining Methods 0.000 abstract 1
- 238000010586 diagram Methods 0.000 description 4
- 238000004088 simulation Methods 0.000 description 4
- 238000004590 computer program Methods 0.000 description 3
- 230000002452 interceptive effect Effects 0.000 description 3
- 239000006185 dispersion Substances 0.000 description 2
- 238000004146 energy storage Methods 0.000 description 2
- 230000007246 mechanism Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000007792 addition Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000013486 operation strategy Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/80—Management or planning
- Y02P90/82—Energy audits or management systems therefor
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- General Physics & Mathematics (AREA)
- Development Economics (AREA)
- Health & Medical Sciences (AREA)
- Educational Administration (AREA)
- Marketing (AREA)
- Entrepreneurship & Innovation (AREA)
- Theoretical Computer Science (AREA)
- Tourism & Hospitality (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Game Theory and Decision Science (AREA)
- Public Health (AREA)
- Water Supply & Treatment (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
Description
Claims (6)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810533922.7A CN108898273B (zh) | 2018-05-29 | 2018-05-29 | 一种基于形态分析的用户侧负荷特征聚类评价方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810533922.7A CN108898273B (zh) | 2018-05-29 | 2018-05-29 | 一种基于形态分析的用户侧负荷特征聚类评价方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108898273A CN108898273A (zh) | 2018-11-27 |
CN108898273B true CN108898273B (zh) | 2022-04-15 |
Family
ID=64343466
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810533922.7A Active CN108898273B (zh) | 2018-05-29 | 2018-05-29 | 一种基于形态分析的用户侧负荷特征聚类评价方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108898273B (zh) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110516849A (zh) * | 2019-08-02 | 2019-11-29 | 国网上海市电力公司 | 一种基于典型日负荷曲线的负荷分类结果评价方法 |
CN111461429B (zh) * | 2020-03-31 | 2024-03-15 | 上海能源建设工程设计研究有限公司 | 一种气电协调的多能互补系统优化方法 |
CN115994714B (zh) * | 2023-03-22 | 2023-05-19 | 江苏金寓信息科技有限公司 | 一种基于大数据统计的idc机房锂电池效能评估方法 |
CN116485042B (zh) * | 2023-06-16 | 2023-09-01 | 国网上海能源互联网研究院有限公司 | 一种基于负荷聚类的园区能源系统运行的优化方法及装置 |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103036802A (zh) * | 2013-01-08 | 2013-04-10 | 中国科学院计算技术研究所 | 一种流量卸载的方法和系统 |
CN107730031A (zh) * | 2017-09-25 | 2018-02-23 | 中国电力科学研究院 | 一种超短期高峰负荷预测方法及其系统 |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5075009B2 (ja) * | 2008-05-16 | 2012-11-14 | 三菱電機株式会社 | 類似度分析評価システム |
CN103268115B (zh) * | 2013-06-14 | 2015-08-26 | 鲁电集团有限公司 | 电力需求侧监控系统及监控方法 |
CN104463697A (zh) * | 2014-11-28 | 2015-03-25 | 清华大学 | 含大规模风电电力系统的风险评估方法 |
CN104809255A (zh) * | 2015-05-21 | 2015-07-29 | 国家电网公司 | 一种负荷形态获取方法和系统 |
CN105488628A (zh) * | 2015-11-30 | 2016-04-13 | 国网天津市电力公司 | 一种面向电力大数据可视化的数据挖掘方法 |
CN106446967A (zh) * | 2016-10-28 | 2017-02-22 | 国网福建省电力有限公司 | 一种新型电力系统负荷曲线聚类方法 |
CN106777005A (zh) * | 2016-12-07 | 2017-05-31 | 国网天津市电力公司 | 基于大数据技术改进聚类算法的用户用电行为分析方法 |
CN107273911A (zh) * | 2017-04-24 | 2017-10-20 | 国网江西省电力公司赣州供电分公司 | 一种基于模糊c均值聚类分析的台区负荷精确分类方法 |
-
2018
- 2018-05-29 CN CN201810533922.7A patent/CN108898273B/zh active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103036802A (zh) * | 2013-01-08 | 2013-04-10 | 中国科学院计算技术研究所 | 一种流量卸载的方法和系统 |
CN107730031A (zh) * | 2017-09-25 | 2018-02-23 | 中国电力科学研究院 | 一种超短期高峰负荷预测方法及其系统 |
Non-Patent Citations (4)
Title |
---|
Analysis of customers" electricity consumption behavior based on massive data;Jian Liu 等;《2016 12th International Conference on Natural Computation》;20161024;第1433-1438页 * |
Power System Load Forecasting Based on Fuzzy Clustering and Gray Target Theory;Jing Hao 等;《Energy Procedia》;20120317;第16卷;第1852-1859页 * |
基于云模型和模糊聚类的电力负荷模式提取方法;宋易阳 等;《电网技术》;20141205;第38卷(第12期);第3378-3383页 * |
基于改进的模糊c-均值聚类算法的负荷特性指标分析与分类;李文华 等;《燕山大学学报》;20160531;第40卷(第3期);第230-235页 * |
Also Published As
Publication number | Publication date |
---|---|
CN108898273A (zh) | 2018-11-27 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108898273B (zh) | 一种基于形态分析的用户侧负荷特征聚类评价方法 | |
Lai et al. | A robust correlation analysis framework for imbalanced and dichotomous data with uncertainty | |
CN102185735B (zh) | 一种网络安全态势预测方法 | |
CN107609147B (zh) | 一种从日志流中自动提取特征的方法和系统 | |
CN110674636B (zh) | 一种用电行为分析方法 | |
WO2024067387A1 (zh) | 基于特征变量评分的用户画像生成方法,设备、汽车及存储介质 | |
CN112926645B (zh) | 一种基于边缘计算的窃电检测方法 | |
CN107220311A (zh) | 一种利用局部嵌入话题建模的文本表示方法 | |
CN108830407B (zh) | 多工况条件下结构健康监测中的传感器分布优化方法 | |
Zhang et al. | A novel hybrid correlation measure for probabilistic linguistic term sets and crisp numbers and its application in customer relationship management | |
Glauner | Artificial intelligence for the detection of electricity theft and irregular power usage in emerging markets | |
Sawant et al. | Study of Data Mining Techniques used for Financial Data Analysis | |
CN117077005B (zh) | 一种城市微更新潜力的优化方法和系统 | |
CN103106329A (zh) | 一种用于svr短期负荷预测的训练样本分组构造方法 | |
CN111708865B (zh) | 一种基于改进XGBoost算法的技术预见及专利预警分析方法 | |
CN111782805A (zh) | 一种文本标签分类方法及系统 | |
Kan et al. | An integrated Convolutional Neural Network-Bidirectional Long Short-Term Memory-Attention Mechanism model for enhanced highway traffic flow prediction | |
Dong et al. | Research on academic early warning model based on improved SVM algorithm | |
CN115935225A (zh) | 一种非侵入式负荷识别方法及装置 | |
Yu et al. | An automatic recognition method of journal impact factor manipulation | |
Saeed et al. | A decision support system approach for accreditation & quality assurance council at higher education institutions in Yemen | |
CN116128275A (zh) | 一种事件推演预测系统 | |
Chan et al. | Modelling breaks and clusters in the steady states of macroeconomic variables | |
CN113535820A (zh) | 一种基于卷积神经网络的电气操作人员属性推测方法 | |
Wang | An Evaluation Method of English Composition Automatic Grading Based on Genetic Optimization Algorithm and CNN Model |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
CB03 | Change of inventor or designer information | ||
CB03 | Change of inventor or designer information |
Inventor after: Chai Yufeng Inventor after: Zhang Yan Inventor after: Bai Cuifen Inventor after: Wu Dan Inventor after: Lei Ting Inventor after: Jin Xiaoling Inventor after: Dai Xian Zhong Inventor after: Wang Yang Inventor after: Zhang Chen Inventor after: Zhang Yu Inventor after: Zhang Jun Inventor after: Han Xinyang Inventor after: Zhang Quan Inventor before: Zhang Quan Inventor before: Zhang Chen Inventor before: Zhang Jun Inventor before: Wu Dan Inventor before: Lei Ting Inventor before: Han Xinyang Inventor before: Wang Yang Inventor before: Chai Yufeng Inventor before: Zhang Yu Inventor before: Zhang Yan Inventor before: Dai Xian Zhong Inventor before: Jin Xiaoling Inventor before: Bai Cuifen |
|
GR01 | Patent grant | ||
GR01 | Patent grant |