CN104750861B - 一种储能电站海量数据清洗方法及*** - Google Patents
一种储能电站海量数据清洗方法及*** Download PDFInfo
- Publication number
- CN104750861B CN104750861B CN201510181094.1A CN201510181094A CN104750861B CN 104750861 B CN104750861 B CN 104750861B CN 201510181094 A CN201510181094 A CN 201510181094A CN 104750861 B CN104750861 B CN 104750861B
- Authority
- CN
- China
- Prior art keywords
- data
- energy
- value
- power station
- accumulating power
- 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
- 238000004140 cleaning Methods 0.000 title claims abstract description 46
- 238000000034 method Methods 0.000 title claims abstract description 32
- 238000004422 calculation algorithm Methods 0.000 claims abstract description 17
- 238000004146 energy storage Methods 0.000 claims abstract description 16
- 230000035772 mutation Effects 0.000 claims description 8
- 238000012109 statistical procedure Methods 0.000 claims description 5
- 238000005457 optimization Methods 0.000 abstract description 2
- 238000012545 processing Methods 0.000 description 7
- 238000001514 detection method Methods 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 230000002159 abnormal effect Effects 0.000 description 3
- 230000007547 defect Effects 0.000 description 3
- 238000009826 distribution Methods 0.000 description 3
- 238000012806 monitoring device Methods 0.000 description 3
- 230000001174 ascending effect Effects 0.000 description 2
- 238000004364 calculation method Methods 0.000 description 2
- 230000005611 electricity Effects 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 238000007726 management method Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 241000208340 Araliaceae Species 0.000 description 1
- 241001269238 Data Species 0.000 description 1
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 1
- 235000003140 Panax quinquefolius Nutrition 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 239000012634 fragment Substances 0.000 description 1
- 235000008434 ginseng Nutrition 0.000 description 1
- 230000008676 import Effects 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
- 238000003860 storage Methods 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
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
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
-
- 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
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Health & Medical Sciences (AREA)
- Economics (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Water Supply & Treatment (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- Human Resources & Organizations (AREA)
- General Business, Economics & Management (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- General Engineering & Computer Science (AREA)
- Charge And Discharge Circuits For Batteries Or The Like (AREA)
Abstract
Description
温度 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
L | 10.35 | 10.38 | 10.3 | 10.32 | 10.35 | 10.33 | 10.37 | 10.31 | 10.34 | 20.33 | 10.37 |
Claims (7)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510181094.1A CN104750861B (zh) | 2015-04-16 | 2015-04-16 | 一种储能电站海量数据清洗方法及*** |
PCT/CN2015/097998 WO2016165378A1 (zh) | 2015-04-16 | 2015-12-21 | 一种储能电站海量数据清洗方法及*** |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510181094.1A CN104750861B (zh) | 2015-04-16 | 2015-04-16 | 一种储能电站海量数据清洗方法及*** |
Publications (2)
Publication Number | Publication Date |
---|---|
CN104750861A CN104750861A (zh) | 2015-07-01 |
CN104750861B true CN104750861B (zh) | 2019-05-21 |
Family
ID=53590545
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201510181094.1A Active CN104750861B (zh) | 2015-04-16 | 2015-04-16 | 一种储能电站海量数据清洗方法及*** |
Country Status (2)
Country | Link |
---|---|
CN (1) | CN104750861B (zh) |
WO (1) | WO2016165378A1 (zh) |
Families Citing this family (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104750861B (zh) * | 2015-04-16 | 2019-05-21 | 中国电力科学研究院 | 一种储能电站海量数据清洗方法及*** |
CN105138650A (zh) * | 2015-08-28 | 2015-12-09 | 成都康赛信息技术有限公司 | 一种基于孤立点挖掘的Hadoop数据清洗方法及*** |
CN106682225B (zh) * | 2017-01-04 | 2019-07-23 | 成都四方伟业软件股份有限公司 | 一种大数据的汇集存储方法与*** |
CN106934208B (zh) * | 2017-01-05 | 2019-07-23 | 国家能源局大坝安全监察中心 | 一种大坝异常监测数据自动识别方法 |
CN109033174A (zh) * | 2018-06-21 | 2018-12-18 | 北京国网信通埃森哲信息技术有限公司 | 一种电能质量数据清洗方法及装置 |
CN109039809A (zh) * | 2018-07-17 | 2018-12-18 | 中国电子科技集团公司电子科学研究院 | 一种网闸集群异常的检测方法、装置及内网服务器 |
CN109710601A (zh) * | 2018-12-25 | 2019-05-03 | 国电大渡河大岗山水电开发有限公司 | 一种智能化水电厂运行数据清洗方法 |
CN111797078A (zh) * | 2019-04-09 | 2020-10-20 | Oppo广东移动通信有限公司 | 数据清洗方法、模型训练方法、装置、存储介质及设备 |
CN111552685B (zh) * | 2019-12-27 | 2022-02-15 | 广东电网有限责任公司电力科学研究院 | 基于Spark的电能质量数据清洗方法及装置 |
CN111695623B (zh) * | 2020-06-09 | 2024-05-10 | 中国电力科学研究院有限公司 | 基于模糊聚类的大规模电池储能***成组建模方法、***、设备及可读存储介质 |
CN112231333A (zh) * | 2020-11-09 | 2021-01-15 | 南京莱斯网信技术研究院有限公司 | 一种生态环境数据共享交换方法和*** |
CN112286924A (zh) * | 2020-11-20 | 2021-01-29 | 中国水利水电科学研究院 | 一种数据异常动态识别与多模式自匹配的数据清洗技术 |
CN112765149B (zh) * | 2020-12-03 | 2023-06-09 | 万克能源科技有限公司 | 储能***容量的计算***及方法 |
CN114995992A (zh) * | 2022-01-29 | 2022-09-02 | 中国华能集团清洁能源技术研究院有限公司 | 一种电池储能分布式计算控制***及控制方法 |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102982489A (zh) * | 2012-11-23 | 2013-03-20 | 广东电网公司电力科学研究院 | 一种基于海量计量数据的电力客户在线分群方法 |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102135979B (zh) * | 2010-12-08 | 2013-10-09 | 华为技术有限公司 | 数据清洗方法及装置 |
WO2013146884A1 (ja) * | 2012-03-27 | 2013-10-03 | 日本電気株式会社 | データクレンジングシステム、方法およびプログラム |
CN103701931A (zh) * | 2014-01-08 | 2014-04-02 | 东华大学 | 一种基于云平台的远程环境数据管理监控*** |
CN103955510A (zh) * | 2014-04-30 | 2014-07-30 | 广西电网公司电力科学研究院 | 基于etl云平台上传的海量电力营销数据整合方法 |
CN104111996A (zh) * | 2014-07-07 | 2014-10-22 | 山大地纬软件股份有限公司 | 基于hadoop平台的医保门诊大数据抽取***及方法 |
CN104750861B (zh) * | 2015-04-16 | 2019-05-21 | 中国电力科学研究院 | 一种储能电站海量数据清洗方法及*** |
-
2015
- 2015-04-16 CN CN201510181094.1A patent/CN104750861B/zh active Active
- 2015-12-21 WO PCT/CN2015/097998 patent/WO2016165378A1/zh active Application Filing
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102982489A (zh) * | 2012-11-23 | 2013-03-20 | 广东电网公司电力科学研究院 | 一种基于海量计量数据的电力客户在线分群方法 |
Also Published As
Publication number | Publication date |
---|---|
CN104750861A (zh) | 2015-07-01 |
WO2016165378A1 (zh) | 2016-10-20 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104750861B (zh) | 一种储能电站海量数据清洗方法及*** | |
Xu et al. | A novel clustering algorithm for grouping and cascade utilization of retired Li-ion batteries | |
CN107608862B (zh) | 监控告警方法、监控告警装置及计算机可读存储介质 | |
CN101516099B (zh) | 一种传感器网络异常检测方法 | |
US20150095381A1 (en) | Method and apparatus for managing time series database | |
CN105930862A (zh) | 一种基于密度自适应距离的密度峰聚类算法 | |
CN101751234B (zh) | 一种磁盘阵列数据分布方法及*** | |
CN106095639A (zh) | 一种集群亚健康预警方法及*** | |
CN107862022A (zh) | 文化资源推荐*** | |
Xue et al. | A self-adaptive multi-objective feature selection approach for classification problems | |
CN111556057A (zh) | 一种流量异常检测方法、装置、电子设备及存储介质 | |
CN108805174A (zh) | 聚类方法及装置 | |
CN102841985B (zh) | 一种基于结构域特征的关键蛋白质识别方法 | |
Hua et al. | Hadoop configuration tuning with ensemble modeling and metaheuristic optimization | |
WO2012159320A1 (zh) | 一种大规模图像数据的聚类方法及装置 | |
CN103136440B (zh) | 数据处理方法和装置 | |
CN103699653A (zh) | 数据聚类方法和装置 | |
CN103927560B (zh) | 一种特征选择方法及装置 | |
CN115526428A (zh) | 基于时空图卷积网络的排水管网污水流量预测方法 | |
CN105095382A (zh) | 样本分布式聚类计算方法及装置 | |
Majidpour | Time series prediction for electric vehicle charging load and solar power generation in the context of smart grid | |
CN115392123A (zh) | 二次电池物理模型的参数辨识方法、***、设备及介质 | |
CN113641705A (zh) | 一种基于计算引擎的营销处置规则引擎方法 | |
CN114401496A (zh) | 一种基于5g边缘计算的视频信息快速处理方法 | |
CN115292361A (zh) | 一种分布式能源异常数据的筛选方法及*** |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CP01 | Change in the name or title of a patent holder | ||
CP01 | Change in the name or title of a patent holder |
Address after: 100192 Beijing city Haidian District Qinghe small Camp Road No. 15 Patentee after: CHINA ELECTRIC POWER RESEARCH INSTITUTE Co.,Ltd. Patentee after: STATE GRID CORPORATION OF CHINA Patentee after: State Grid Jibei Zhangjiakou Fengguang storage and transmission new energy Co.,Ltd. Patentee after: STATE GRID FUJIAN ELECTRIC POWER Co.,Ltd. Patentee after: STATE GRID FUJIAN ELECTRIC POWER Research Institute Address before: 100192 Beijing city Haidian District Qinghe small Camp Road No. 15 Patentee before: China Electric Power Research Institute Patentee before: State Grid Corporation of China Patentee before: STATE GRID XINYUAN ZHANGJIAKOU SCENERY STORAGE DEMONSTRATION POWER PLANT Co.,Ltd. Patentee before: STATE GRID FUJIAN ELECTRIC POWER Co.,Ltd. Patentee before: STATE GRID FUJIAN ELECTRIC POWER Research Institute |