SG10201910834TA - Method for detecting anomalies in a water distribution system - Google Patents
Method for detecting anomalies in a water distribution systemInfo
- Publication number
- SG10201910834TA SG10201910834TA SG10201910834TA SG10201910834TA SG10201910834TA SG 10201910834T A SG10201910834T A SG 10201910834TA SG 10201910834T A SG10201910834T A SG 10201910834TA SG 10201910834T A SG10201910834T A SG 10201910834TA SG 10201910834T A SG10201910834T A SG 10201910834TA
- Authority
- SG
- Singapore
- Prior art keywords
- distribution system
- water distribution
- detecting anomalies
- anomalies
- detecting
- Prior art date
Links
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 title 1
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
- G05B13/041—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a variable is automatically adjusted to optimise the performance
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
- G05B13/048—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators using a predictor
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B17/00—Systems involving the use of models or simulators of said systems
- G05B17/02—Systems involving the use of models or simulators of said systems electric
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
- G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
-
- 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
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2111/00—Details relating to CAD techniques
- G06F2111/10—Numerical modelling
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Evolutionary Computation (AREA)
- Automation & Control Theory (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Computing Systems (AREA)
- Data Mining & Analysis (AREA)
- Geometry (AREA)
- Computer Hardware Design (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Computational Mathematics (AREA)
- Algebra (AREA)
- Probability & Statistics with Applications (AREA)
- Pure & Applied Mathematics (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Business, Economics & Management (AREA)
- Economics (AREA)
- Flow Control (AREA)
- Public Health (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Water Supply & Treatment (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- General Business, Economics & Management (AREA)
- Fire-Extinguishing By Fire Departments, And Fire-Extinguishing Equipment And Control Thereof (AREA)
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP15306029.8A EP3112959B1 (de) | 2015-06-29 | 2015-06-29 | Verfahren zur detektion von anomalien in einem wasserverteilungssystem |
Publications (1)
Publication Number | Publication Date |
---|---|
SG10201910834TA true SG10201910834TA (en) | 2020-01-30 |
Family
ID=53673873
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG10201910834TA SG10201910834TA (en) | 2015-06-29 | 2016-06-29 | Method for detecting anomalies in a water distribution system |
Country Status (10)
Country | Link |
---|---|
US (2) | US11281203B2 (de) |
EP (2) | EP3112959B1 (de) |
CN (2) | CN108027594B (de) |
AU (2) | AU2016287383B2 (de) |
BR (1) | BR112017028077A2 (de) |
CL (2) | CL2017003377A1 (de) |
ES (2) | ES2906411T3 (de) |
MX (2) | MX2017016784A (de) |
SG (1) | SG10201910834TA (de) |
WO (2) | WO2017001523A1 (de) |
Families Citing this family (57)
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ES2906411T3 (es) | 2015-06-29 | 2022-04-18 | Suez Groupe | Procedimiento de detección de anomalías en un sistema de distribución de agua |
GB2579789B (en) * | 2016-06-13 | 2022-03-02 | Geoquest Systems Bv | Runtime parameter selection in simulations |
FR3052567B1 (fr) * | 2016-06-14 | 2020-01-24 | Suez Groupe | Procede , produit programme d'ordinateur et systeme de pilotage dynamique d'un reseau fluidique |
WO2018131311A1 (ja) * | 2017-01-10 | 2018-07-19 | 日本電気株式会社 | センシングシステム、センサノード装置、センサ測定値処理方法及びプログラム |
US10963797B2 (en) * | 2017-02-09 | 2021-03-30 | Caterpillar Inc. | System for analyzing machine data |
US11373105B2 (en) * | 2017-04-13 | 2022-06-28 | Oracle International Corporation | Autonomous artificially intelligent system to predict pipe leaks |
WO2019063648A1 (fr) * | 2017-09-29 | 2019-04-04 | Suez Groupe | Detection et caracterisation ameliorees d'anomalies dans un continuum d'eau |
FR3071920B1 (fr) | 2017-09-29 | 2020-11-06 | Suez Groupe | Detection et caracterisation ameliorees d'anomalies dans un continuum d'eau |
US10776191B2 (en) | 2017-11-30 | 2020-09-15 | International Business Machines Corporation | Anomaly detection in a sensor network |
US10642262B2 (en) | 2018-02-27 | 2020-05-05 | Woodward, Inc. | Anomaly detection and anomaly-based control |
US11328102B2 (en) | 2018-03-29 | 2022-05-10 | Aecom | Digital design tools for building construction |
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US11604441B2 (en) | 2018-06-15 | 2023-03-14 | Johnson Controls Tyco IP Holdings LLP | Automatic threshold selection of machine learning/deep learning model for anomaly detection of connected chillers |
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CN109190783B (zh) * | 2018-07-03 | 2021-11-09 | 北京交通大学 | 城市水网渗漏空间聚集性检测及关键影响因素识别方法 |
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CN109783979B (zh) * | 2019-02-15 | 2021-03-26 | 吉林大学 | 一种城市供水管网半监督条件下泄漏监测传感器布局优化方法 |
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CN111626460B (zh) * | 2019-02-27 | 2024-03-26 | 深圳电蚂蚁数据技术有限公司 | 一种区域用水网络拓扑关系确认方法、装置和系统 |
CN109991855B (zh) * | 2019-04-23 | 2021-11-30 | 杭州电子科技大学 | 一种基于分布式优化策略的供水管网容量平稳控制方法 |
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US11150658B2 (en) * | 2019-05-06 | 2021-10-19 | Florida Atlantic University Board Of Trustees | Hybrid aerial/underwater robotics system for scalable and adaptable maintenance of aquaculture fish farms |
CN110175200A (zh) * | 2019-05-31 | 2019-08-27 | 国网上海市电力公司 | 一种基于人工智能算法的异常用能分析方法及系统 |
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CN110448849A (zh) * | 2019-07-08 | 2019-11-15 | 阮东 | 一种基于机器学习的消火栓压力监测系统及方法 |
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CN110796173B (zh) * | 2019-09-27 | 2023-05-16 | 昆明电力交易中心有限责任公司 | 一种基于改进kmeans的负荷曲线形态聚类算法 |
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US20210142168A1 (en) * | 2019-11-07 | 2021-05-13 | Nokia Technologies Oy | Methods and apparatuses for training neural networks |
DE102020202865B3 (de) * | 2020-03-06 | 2021-08-26 | Robert Bosch Gesellschaft mit beschränkter Haftung | Verfahren und Recheneinheit zur Überwachung des Zustandes einer Maschine |
CN113379176B (zh) * | 2020-03-09 | 2023-12-19 | 中国移动通信集团设计院有限公司 | 电信网络异常数据检测方法、装置、设备和可读存储介质 |
FR3109214B1 (fr) * | 2020-04-09 | 2022-09-02 | Sagemcom Energy & Telecom Sas | Procédé de détection et de localisation d’une fuite de fluide |
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CN111736471B (zh) * | 2020-07-14 | 2021-06-15 | 江南大学 | 一种旋转倒立摆的迭代反馈整定控制及其鲁棒优化方法 |
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CN112780953B (zh) * | 2021-02-08 | 2022-07-12 | 浙江工业大学 | 一种基于模式检测的独立计量区域管网漏损检测方法 |
CN113065228B (zh) * | 2021-03-10 | 2024-02-20 | 中国大唐集团科学技术研究院有限公司西北电力试验研究院 | 一种基于朴素贝叶斯的汽轮机阀门关闭时间评估方法 |
CN113469235B (zh) * | 2021-06-24 | 2024-04-26 | 珠海卓邦科技有限公司 | 用水波动异常识别方法及装置、计算机装置及存储介质 |
CN113408548A (zh) * | 2021-07-14 | 2021-09-17 | 贵州电网有限责任公司电力科学研究院 | 变压器异常数据检测方法、装置、计算机设备和存储介质 |
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CN113518011B (zh) * | 2021-09-10 | 2022-03-01 | 阿里云计算有限公司 | 异常检测方法和装置、电子设备及计算机可读存储介质 |
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ES2906411T3 (es) | 2015-06-29 | 2022-04-18 | Suez Groupe | Procedimiento de detección de anomalías en un sistema de distribución de agua |
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2015
- 2015-06-29 ES ES15306029T patent/ES2906411T3/es active Active
- 2015-06-29 EP EP15306029.8A patent/EP3112959B1/de active Active
- 2015-09-30 ES ES15306546T patent/ES2784233T3/es active Active
- 2015-09-30 EP EP15306546.1A patent/EP3112960B1/de active Active
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2016
- 2016-06-29 CN CN201680045293.2A patent/CN108027594B/zh active Active
- 2016-06-29 MX MX2017016784A patent/MX2017016784A/es unknown
- 2016-06-29 AU AU2016287383A patent/AU2016287383B2/en active Active
- 2016-06-29 WO PCT/EP2016/065213 patent/WO2017001523A1/en active Application Filing
- 2016-06-29 WO PCT/EP2016/065212 patent/WO2017001522A1/en active Application Filing
- 2016-06-29 MX MX2017016783A patent/MX2017016783A/es unknown
- 2016-06-29 BR BR112017028077A patent/BR112017028077A2/pt not_active Application Discontinuation
- 2016-06-29 SG SG10201910834TA patent/SG10201910834TA/en unknown
- 2016-06-29 US US15/737,704 patent/US11281203B2/en active Active
- 2016-06-29 AU AU2016286280A patent/AU2016286280B2/en active Active
- 2016-06-29 CN CN201680049486.5A patent/CN107949812B/zh active Active
- 2016-06-29 US US15/737,710 patent/US20190004484A1/en active Pending
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2017
- 2017-12-26 CL CL2017003377A patent/CL2017003377A1/es unknown
- 2017-12-26 CL CL2017003382A patent/CL2017003382A1/es unknown
Also Published As
Publication number | Publication date |
---|---|
MX2017016783A (es) | 2018-11-09 |
BR112017028077A2 (pt) | 2018-08-28 |
EP3112959B1 (de) | 2021-12-22 |
US20180181111A1 (en) | 2018-06-28 |
CN108027594B (zh) | 2021-06-22 |
AU2016287383B2 (en) | 2020-01-16 |
WO2017001523A1 (en) | 2017-01-05 |
EP3112960B1 (de) | 2020-01-08 |
CN107949812B (zh) | 2021-09-14 |
AU2016286280A1 (en) | 2018-01-18 |
US11281203B2 (en) | 2022-03-22 |
AU2016287383A1 (en) | 2018-01-18 |
EP3112960A1 (de) | 2017-01-04 |
ES2906411T3 (es) | 2022-04-18 |
CN108027594A (zh) | 2018-05-11 |
CN107949812A (zh) | 2018-04-20 |
EP3112959A1 (de) | 2017-01-04 |
CL2017003382A1 (es) | 2018-06-15 |
MX2017016784A (es) | 2019-05-27 |
WO2017001522A1 (en) | 2017-01-05 |
ES2784233T3 (es) | 2020-09-23 |
US20190004484A1 (en) | 2019-01-03 |
AU2016286280B2 (en) | 2020-02-27 |
CL2017003377A1 (es) | 2018-06-15 |
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