CN106093329A - 一种纠错能力可控的水质监测数据可靠性提升方法 - Google Patents
一种纠错能力可控的水质监测数据可靠性提升方法 Download PDFInfo
- Publication number
- CN106093329A CN106093329A CN201610476193.7A CN201610476193A CN106093329A CN 106093329 A CN106093329 A CN 106093329A CN 201610476193 A CN201610476193 A CN 201610476193A CN 106093329 A CN106093329 A CN 106093329A
- Authority
- CN
- China
- Prior art keywords
- measuring point
- rho
- data
- top layer
- middle level
- 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.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 39
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 title claims abstract description 38
- 238000012544 monitoring process Methods 0.000 title claims abstract description 21
- 239000011159 matrix material Substances 0.000 claims abstract description 42
- 238000012937 correction Methods 0.000 claims abstract description 20
- 239000003643 water by type Substances 0.000 claims abstract description 11
- 238000012549 training Methods 0.000 claims description 5
- 238000011156 evaluation Methods 0.000 claims description 3
- 238000005259 measurement Methods 0.000 claims description 3
- 230000001105 regulatory effect Effects 0.000 claims description 3
- 230000006870 function Effects 0.000 description 8
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 7
- 239000001301 oxygen Substances 0.000 description 7
- 229910052760 oxygen Inorganic materials 0.000 description 7
- 230000008901 benefit Effects 0.000 description 2
- 238000005315 distribution function Methods 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- 206010002660 Anoxia Diseases 0.000 description 1
- 241000976983 Anoxia Species 0.000 description 1
- MYMOFIZGZYHOMD-UHFFFAOYSA-N Dioxygen Chemical compound O=O MYMOFIZGZYHOMD-UHFFFAOYSA-N 0.000 description 1
- 206010021143 Hypoxia Diseases 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000007953 anoxia Effects 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000009360 aquaculture Methods 0.000 description 1
- 244000144974 aquaculture Species 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000015556 catabolic process Effects 0.000 description 1
- 230000001276 controlling effect Effects 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 229910001882 dioxygen Inorganic materials 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 230000008676 import Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000012417 linear regression Methods 0.000 description 1
- 239000000155 melt Substances 0.000 description 1
- 230000001706 oxygenating effect Effects 0.000 description 1
- 238000006213 oxygenation reaction Methods 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 239000010865 sewage Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/18—Water
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
- G16Z99/00—Subject matter not provided for in other main groups of this subclass
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2219/00—Indexing scheme relating to application aspects of data processing equipment or methods
- G06F2219/10—Environmental application, e.g. waste reduction, pollution control, compliance with environmental legislation
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Engineering & Computer Science (AREA)
- Food Science & Technology (AREA)
- Medicinal Chemistry (AREA)
- Physics & Mathematics (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Testing Or Calibration Of Command Recording Devices (AREA)
Abstract
Description
Claims (2)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610476193.7A CN106093329B (zh) | 2016-06-24 | 2016-06-24 | 一种纠错能力可控的水质监测数据可靠性提升方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610476193.7A CN106093329B (zh) | 2016-06-24 | 2016-06-24 | 一种纠错能力可控的水质监测数据可靠性提升方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN106093329A true CN106093329A (zh) | 2016-11-09 |
CN106093329B CN106093329B (zh) | 2019-04-23 |
Family
ID=57253886
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610476193.7A Active CN106093329B (zh) | 2016-06-24 | 2016-06-24 | 一种纠错能力可控的水质监测数据可靠性提升方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN106093329B (zh) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115310567A (zh) * | 2022-10-12 | 2022-11-08 | 合肥凯泉电机电泵有限公司 | 一种基于大数据的污水处理设备运行监测系统及方法 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102306206A (zh) * | 2011-07-18 | 2012-01-04 | 福州大学 | 自适应一致性数据融合方法 |
CN104165978A (zh) * | 2014-08-12 | 2014-11-26 | 南京工业大学 | 提高水质监测数据可靠性的方法 |
CN104460319A (zh) * | 2014-10-20 | 2015-03-25 | 南京工业大学 | 多批次间歇反应过程二维多模型预测迭代学习控制方法 |
-
2016
- 2016-06-24 CN CN201610476193.7A patent/CN106093329B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102306206A (zh) * | 2011-07-18 | 2012-01-04 | 福州大学 | 自适应一致性数据融合方法 |
CN104165978A (zh) * | 2014-08-12 | 2014-11-26 | 南京工业大学 | 提高水质监测数据可靠性的方法 |
CN104460319A (zh) * | 2014-10-20 | 2015-03-25 | 南京工业大学 | 多批次间歇反应过程二维多模型预测迭代学习控制方法 |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115310567A (zh) * | 2022-10-12 | 2022-11-08 | 合肥凯泉电机电泵有限公司 | 一种基于大数据的污水处理设备运行监测系统及方法 |
CN115310567B (zh) * | 2022-10-12 | 2022-12-20 | 合肥凯泉电机电泵有限公司 | 一种基于大数据的污水处理设备运行监测系统及方法 |
Also Published As
Publication number | Publication date |
---|---|
CN106093329B (zh) | 2019-04-23 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN109459993B (zh) | 一种流程工业过程在线自适应故障监测与诊断方法 | |
CN104165978A (zh) | 提高水质监测数据可靠性的方法 | |
US11346831B2 (en) | Intelligent detection method for biochemical oxygen demand based on a self-organizing recurrent RBF neural network | |
CN106961249A (zh) | 一种光伏阵列故障诊断和预警方法 | |
CN105320987B (zh) | 一种基于bp神经网络的卫星遥测数据智能判读方法 | |
US20220365521A1 (en) | Virtual simulation manufacturing platform based on automatic control | |
WO2021114320A1 (zh) | 一种oica和rnn融合模型的污水处理过程故障监测方法 | |
CN108536128A (zh) | 一种参数优化的机器学习故障诊断系统 | |
CN104199441B (zh) | 基于稀疏贡献图的高炉多工况故障分离方法及系统 | |
TWI738016B (zh) | 液態氣體充填之智能化學習機制與自適應調節系統 | |
CN105867345B (zh) | 一种多变量化工过程的故障源和故障传播路径定位方法 | |
CN108764305A (zh) | 一种改进的群智能机器学习故障诊断系统 | |
CN105678423A (zh) | 基于定量结构模型的故障诊断系统传感器优化配置方法 | |
CN109472097A (zh) | 一种输电线路在线监测设备故障诊断方法 | |
CN107918837A (zh) | 一种果蔬类食品安全风险预测方法 | |
CN106093329A (zh) | 一种纠错能力可控的水质监测数据可靠性提升方法 | |
Singh et al. | EYE-on-HMI: A Framework for monitoring human machine interfaces in control rooms | |
CN111102005A (zh) | 矿井环境瓦斯浓度在线预测方法 | |
CN108596364B (zh) | 一种化工园区重大危险源动态预警方法 | |
CN103279030A (zh) | 基于贝叶斯框架的动态软测量建模方法及装置 | |
Zhang et al. | Grouped time series networks for grade monitoring of zinc tailings with multisource features | |
CN104102131B (zh) | 无穷时域优化的批次过程的线性二次容错控制方法 | |
CN105699043B (zh) | 一种提高风洞传感器测量稳定性和精准度的方法 | |
CN104697585A (zh) | 冷却塔塔筒强度预测控制系统及其方法 | |
DE102016215569A1 (de) | Verfahren zur Überwachung einer Heizeffizienz und/oder eines Fehlverhaltens einer Heizungsvorrichtung |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into 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: Yi Hui Inventor after: Liu Bo Inventor after: Liu Yufang Inventor after: Jiang Bin Inventor before: Yi Hui Inventor before: Liu Yufang Inventor before: Jiang Bin |
|
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20191226 Address after: No.88, pubin Avenue, Jiangpu street, Pukou District, Nanjing City, Jiangsu Province 62413 Patentee after: NANJING SNLION ELECTRONIC SCIENCE & TECHNOLOGY CO., LTD. Address before: 210009 Gulou District, Jiangsu, Nanjing new model road, No. 5 Patentee before: Nanjing University of Technology |