CN104329222B - 一种集成于风机主控***内的在线状态监测与故障诊断方法 - Google Patents
一种集成于风机主控***内的在线状态监测与故障诊断方法 Download PDFInfo
- Publication number
- CN104329222B CN104329222B CN201410529685.9A CN201410529685A CN104329222B CN 104329222 B CN104329222 B CN 104329222B CN 201410529685 A CN201410529685 A CN 201410529685A CN 104329222 B CN104329222 B CN 104329222B
- Authority
- CN
- China
- Prior art keywords
- data
- condition monitoring
- master control
- integrated
- control system
- 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
- 238000012544 monitoring process Methods 0.000 title claims abstract description 75
- 238000000034 method Methods 0.000 title claims abstract description 27
- 238000004458 analytical method Methods 0.000 claims abstract description 18
- 238000012545 processing Methods 0.000 claims abstract description 8
- 238000007405 data analysis Methods 0.000 claims abstract description 4
- 230000003862 health status Effects 0.000 claims description 7
- 238000004891 communication Methods 0.000 claims description 5
- 238000013500 data storage Methods 0.000 claims description 5
- 238000005070 sampling Methods 0.000 claims description 5
- 230000008859 change Effects 0.000 claims description 4
- 238000001228 spectrum Methods 0.000 claims description 3
- 230000001133 acceleration Effects 0.000 claims description 2
- 238000010183 spectrum analysis Methods 0.000 claims description 2
- 230000001360 synchronised effect Effects 0.000 claims 3
- 238000010977 unit operation Methods 0.000 claims 2
- 230000010386 affect regulation Effects 0.000 claims 1
- 238000013523 data management Methods 0.000 claims 1
- 238000000605 extraction Methods 0.000 claims 1
- 238000013480 data collection Methods 0.000 abstract description 5
- 238000010276 construction Methods 0.000 abstract description 3
- 238000003745 diagnosis Methods 0.000 description 8
- 230000008569 process Effects 0.000 description 7
- 230000005540 biological transmission Effects 0.000 description 5
- 238000012423 maintenance Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 238000009434 installation Methods 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- 230000001154 acute effect Effects 0.000 description 1
- 230000004888 barrier function Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 230000000903 blocking effect Effects 0.000 description 1
- 239000003795 chemical substances by application Substances 0.000 description 1
- 238000011217 control strategy Methods 0.000 description 1
- 238000010219 correlation analysis Methods 0.000 description 1
- 238000010168 coupling process Methods 0.000 description 1
- 230000001351 cycling effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000002405 diagnostic procedure Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000005684 electric field Effects 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000035772 mutation Effects 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 238000011084 recovery Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
Classifications
-
- 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
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/70—Wind energy
- Y02E10/72—Wind turbines with rotation axis in wind direction
Landscapes
- Testing And Monitoring For Control Systems (AREA)
- Wind Motors (AREA)
Abstract
Description
Claims (4)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410529685.9A CN104329222B (zh) | 2014-10-09 | 2014-10-09 | 一种集成于风机主控***内的在线状态监测与故障诊断方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410529685.9A CN104329222B (zh) | 2014-10-09 | 2014-10-09 | 一种集成于风机主控***内的在线状态监测与故障诊断方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN104329222A CN104329222A (zh) | 2015-02-04 |
CN104329222B true CN104329222B (zh) | 2017-03-15 |
Family
ID=52404009
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201410529685.9A Active CN104329222B (zh) | 2014-10-09 | 2014-10-09 | 一种集成于风机主控***内的在线状态监测与故障诊断方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN104329222B (zh) |
Families Citing this family (21)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104989594A (zh) * | 2015-06-20 | 2015-10-21 | 上海电机学院 | 风力发电机组振动波形采集***及方法 |
CN105471992B (zh) * | 2015-11-30 | 2019-10-01 | 北京汉能华科技股份有限公司 | 一种应用于风力发电场的终端设备和通信*** |
CN106849867A (zh) * | 2015-12-03 | 2017-06-13 | 甘肃省电力公司风电技术中心 | 一种光伏电站电压闪变检测***和方法 |
CN106407589B (zh) * | 2016-09-29 | 2020-01-21 | 北京岳能科技股份有限公司 | 一种风机状态评估与预测方法及*** |
CN106682814B (zh) * | 2016-11-28 | 2021-01-01 | 华北电力大学 | 一种基于故障知识库的风电机组故障智能诊断方法 |
CN108204834B (zh) * | 2016-12-19 | 2020-12-08 | 北京金风科创风电设备有限公司 | 风力发电机组的状态监测方法及装置 |
CN107315388A (zh) * | 2017-08-22 | 2017-11-03 | 姚静洁 | 一种风力发电控制*** |
CN109840666B (zh) * | 2017-11-29 | 2020-12-18 | 中国电力科学研究院有限公司 | 一种预测未来风电机组发生故障的模型构建方法及*** |
CN108953073A (zh) * | 2018-08-07 | 2018-12-07 | 绵阳鼎飞益电子科技有限公司 | 风力发电机运行状态监测方法 |
CN109667728B (zh) * | 2018-12-21 | 2020-09-08 | 北京金风科创风电设备有限公司 | 用于风力发电机组转速传感器的故障检测方法和装置 |
CN109920241A (zh) * | 2019-02-22 | 2019-06-21 | 山东欧德利电气设备有限公司 | 一种远程数字量单向传输*** |
CN110005580B (zh) * | 2019-05-06 | 2020-06-02 | 保定绿动风电设备科技有限公司 | 一种风电机组运行状态监测方法 |
CN110908628A (zh) * | 2019-11-20 | 2020-03-24 | 广东奥园奥买家电子商务有限公司 | 一种基于无缝显示屏的拼接显示方法和装置以及设备 |
CN111006757A (zh) * | 2019-12-11 | 2020-04-14 | 东方电气风电有限公司 | 一种风力发电机组稳态振动在线监测方法及监测*** |
CN111006758A (zh) * | 2019-12-11 | 2020-04-14 | 东方电气风电有限公司 | 一种风力发电机组稳态振动在线趋势预测方法及趋势预测*** |
CN111287912B (zh) * | 2020-02-18 | 2021-06-08 | 广州特种承压设备检测研究院 | 风力发电机变桨***故障诊断方法 |
CN111445138A (zh) * | 2020-03-26 | 2020-07-24 | 华润电力技术研究院有限公司 | 一种集群级火电机组启动工况对比分析方法、***及装置 |
CN111412116A (zh) * | 2020-04-30 | 2020-07-14 | 河北新天科创新能源技术有限公司 | 一种风机变桨轴承的失效分析方法 |
CN112628168B (zh) * | 2020-12-08 | 2022-12-02 | 西人马联合测控(泉州)科技有限公司 | 主抽风机故障监测方法、装置、设备及计算机存储介质 |
CN113034306B (zh) * | 2021-03-05 | 2023-04-07 | 西安热工研究院有限公司 | 一种在线判断火电机组启停机状态的方法 |
CN117231416A (zh) * | 2023-11-13 | 2023-12-15 | 傲拓科技股份有限公司 | 基于自主可控plc的风力发电机组主控***及控制方法 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN202645849U (zh) * | 2012-07-10 | 2013-01-02 | 国电联合动力技术有限公司 | 耦合于控制***的风电机组状态监测与故障诊断*** |
CN102980651A (zh) * | 2012-11-02 | 2013-03-20 | 华锐风电科技(集团)股份有限公司 | 风电机组状态监测方法、装置及*** |
WO2013105026A1 (en) * | 2012-01-09 | 2013-07-18 | Department Of Biotechnology (Dbt) | A process for preparing solid lipid sustained release nanoparticles for delivery of vitamins |
CN203175753U (zh) * | 2013-03-05 | 2013-09-04 | 国电联合动力技术有限公司 | 一种基于EtherCAT总线集成CMS的风机主控*** |
-
2014
- 2014-10-09 CN CN201410529685.9A patent/CN104329222B/zh active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2013105026A1 (en) * | 2012-01-09 | 2013-07-18 | Department Of Biotechnology (Dbt) | A process for preparing solid lipid sustained release nanoparticles for delivery of vitamins |
CN202645849U (zh) * | 2012-07-10 | 2013-01-02 | 国电联合动力技术有限公司 | 耦合于控制***的风电机组状态监测与故障诊断*** |
CN102980651A (zh) * | 2012-11-02 | 2013-03-20 | 华锐风电科技(集团)股份有限公司 | 风电机组状态监测方法、装置及*** |
CN203175753U (zh) * | 2013-03-05 | 2013-09-04 | 国电联合动力技术有限公司 | 一种基于EtherCAT总线集成CMS的风机主控*** |
Also Published As
Publication number | Publication date |
---|---|
CN104329222A (zh) | 2015-02-04 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104329222B (zh) | 一种集成于风机主控***内的在线状态监测与故障诊断方法 | |
CN207093267U (zh) | 一种水轮发电机组状态监测与故障诊断*** | |
CN102102629B (zh) | 一种风电机组在线数据采集与分析装置 | |
CN110469462B (zh) | 一种基于多模板的风电机组智能状态监测*** | |
CN102748214B (zh) | 耦合于控制***的风电机组状态监测与故障诊断*** | |
CN106525415B (zh) | 一种风电机组传动链健康状态评价***及方法 | |
CN102434387A (zh) | 风机检测诊断*** | |
CN202645849U (zh) | 耦合于控制***的风电机组状态监测与故障诊断*** | |
CN103343728A (zh) | 风力发电机组远程在线多模式健康状态监测与故障诊断*** | |
US10496775B2 (en) | Method and system for use in dynamically configuring data acquisition systems | |
CN103835882A (zh) | 大型风力发电机组状态监测与故障诊断*** | |
CN103884371B (zh) | 基于wia‑pa无线振动仪表的故障诊断装置及方法 | |
CN102758727B (zh) | 集成于控制***的风力机状态监测与故障诊断***及方法 | |
CN102200186A (zh) | 风力发电机组齿轮箱远程在线状态监测与故障诊断*** | |
CN102226714A (zh) | 一种风力发电多机组远程实时状态监测方法 | |
CN204591656U (zh) | 基于工业互联网的火电厂机泵设备故障预警与检修优化*** | |
CN104179529A (zh) | 基于物联网和云计算的矿井通风机智能监控与故障诊断*** | |
CN104564542A (zh) | 一种基于大数据技术的故障诊断***及其诊断方法 | |
CN113295445A (zh) | 一种旋转机械的振动信号采集及故障实时监测***及方法 | |
CN104533730A (zh) | 一种风力发电机组状态监测*** | |
CN202994473U (zh) | 风力发电机组振动在线监测与故障诊断*** | |
CN202453182U (zh) | 一种风电机组齿轮箱故障诊断装置 | |
CN108491622A (zh) | 一种风电机组的故障诊断方法及*** | |
CN208431106U (zh) | 风电机组偏航***在线监测机构 | |
CN203870440U (zh) | 变电站主变油色谱在线监测装置网络化集控平台 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C41 | Transfer of patent application or patent right or utility model | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20160928 Address after: High road high tech Zone of Nanjing City, Jiangsu Province, No. 20 210061 Applicant after: NARI Technology Development Co., Ltd. Applicant after: STATE GRID HUBEI ELECTRIC POWER COMPANY Applicant after: State Grid Corporation of China Applicant after: SGCC NARI Nanjing Control System Co., Ltd. Address before: High road high tech Zone of Nanjing City, Jiangsu Province, No. 20 210061 Applicant before: NARI Technology Development Co., Ltd. |
|
C14 | Grant of patent or utility model | ||
GR01 | Patent grant |