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GB2618171B - Anomaly detection in wastewater networks - Google Patents

Anomaly detection in wastewater networks Download PDF

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Publication number
GB2618171B
GB2618171B GB2213748.3A GB202213748A GB2618171B GB 2618171 B GB2618171 B GB 2618171B GB 202213748 A GB202213748 A GB 202213748A GB 2618171 B GB2618171 B GB 2618171B
Authority
GB
United Kingdom
Prior art keywords
anomaly detection
wastewater networks
wastewater
networks
anomaly
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
Application number
GB2213748.3A
Other versions
GB202213748D0 (en
GB2618171A (en
Inventor
Joseph Moloney Brian
Richard Gallagher Stephen
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Stormharvester IPR Ltd
Original Assignee
Stormharvester IPR Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Stormharvester IPR Ltd filed Critical Stormharvester IPR Ltd
Priority to GB2213748.3A priority Critical patent/GB2618171B/en
Publication of GB202213748D0 publication Critical patent/GB202213748D0/en
Priority to AU2023346915A priority patent/AU2023346915A1/en
Priority to AU2023346909A priority patent/AU2023346909A1/en
Priority to CA3268130A priority patent/CA3268130A1/en
Priority to CA3268140A priority patent/CA3268140A1/en
Priority to PCT/EP2023/075973 priority patent/WO2024061986A1/en
Priority to EP23776872.6A priority patent/EP4590904A1/en
Priority to EP23776032.7A priority patent/EP4590903A1/en
Priority to PCT/EP2023/075965 priority patent/WO2024061980A1/en
Publication of GB2618171A publication Critical patent/GB2618171A/en
Application granted granted Critical
Publication of GB2618171B publication Critical patent/GB2618171B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • E—FIXED CONSTRUCTIONS
    • E03—WATER SUPPLY; SEWERAGE
    • E03F—SEWERS; CESSPOOLS
    • E03F7/00—Other installations or implements for operating sewer systems, e.g. for preventing or indicating stoppage; Emptying cesspools
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06Q10/20—Administration of product repair or maintenance
    • E—FIXED CONSTRUCTIONS
    • E03—WATER SUPPLY; SEWERAGE
    • E03F—SEWERS; CESSPOOLS
    • E03F2201/00—Details, devices or methods not otherwise provided for
    • E03F2201/20—Measuring flow in sewer systems
    • E—FIXED CONSTRUCTIONS
    • E03—WATER SUPPLY; SEWERAGE
    • E03F—SEWERS; CESSPOOLS
    • E03F2201/00—Details, devices or methods not otherwise provided for
    • E03F2201/40—Means for indicating blockage in sewer systems
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F17—STORING OR DISTRIBUTING GASES OR LIQUIDS
    • F17D—PIPE-LINE SYSTEMS; PIPE-LINES
    • F17D5/00—Protection or supervision of installations
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Theoretical Computer Science (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Water Supply & Treatment (AREA)
  • Public Health (AREA)
  • Game Theory and Decision Science (AREA)
  • Software Systems (AREA)
  • Hydrology & Water Resources (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Development Economics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Educational Administration (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Sewage (AREA)
  • Emergency Alarm Devices (AREA)
GB2213748.3A 2022-09-20 2022-09-20 Anomaly detection in wastewater networks Active GB2618171B (en)

Priority Applications (9)

Application Number Priority Date Filing Date Title
GB2213748.3A GB2618171B (en) 2022-09-20 2022-09-20 Anomaly detection in wastewater networks
EP23776872.6A EP4590904A1 (en) 2022-09-20 2023-09-20 Anomaly detection in wastewater networks
AU2023346909A AU2023346909A1 (en) 2022-09-20 2023-09-20 Anomaly detection in wastewater networks
CA3268130A CA3268130A1 (en) 2022-09-20 2023-09-20 Anomaly detection in wastewater networks
CA3268140A CA3268140A1 (en) 2022-09-20 2023-09-20 Anomaly detection for wastewater assets with pumps in wastewater networks
PCT/EP2023/075973 WO2024061986A1 (en) 2022-09-20 2023-09-20 Anomaly detection for wastewater assets with pumps in wastewater networks
AU2023346915A AU2023346915A1 (en) 2022-09-20 2023-09-20 Anomaly detection for wastewater assets with pumps in wastewater networks
EP23776032.7A EP4590903A1 (en) 2022-09-20 2023-09-20 Anomaly detection for wastewater assets with pumps in wastewater networks
PCT/EP2023/075965 WO2024061980A1 (en) 2022-09-20 2023-09-20 Anomaly detection in wastewater networks

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB2213748.3A GB2618171B (en) 2022-09-20 2022-09-20 Anomaly detection in wastewater networks

Publications (3)

Publication Number Publication Date
GB202213748D0 GB202213748D0 (en) 2022-11-02
GB2618171A GB2618171A (en) 2023-11-01
GB2618171B true GB2618171B (en) 2025-05-28

Family

ID=84817711

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2213748.3A Active GB2618171B (en) 2022-09-20 2022-09-20 Anomaly detection in wastewater networks

Country Status (5)

Country Link
EP (1) EP4590904A1 (en)
AU (1) AU2023346909A1 (en)
CA (1) CA3268130A1 (en)
GB (1) GB2618171B (en)
WO (1) WO2024061980A1 (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108828178B (en) * 2018-08-06 2024-05-31 中国环境科学研究院 Water quality inspection equipment
GB2628750A (en) * 2023-01-31 2024-10-09 Stormharvester Ipr Ltd Water ingress detection in wastewater networks
CN117557087B (en) * 2023-09-01 2024-09-06 广州市河涌监测中心 Drainage unit risk prediction model training method and system based on water affair data
CN118655782B (en) * 2024-08-15 2024-11-15 江苏晨锐环保设备有限公司 Cleaning control method and device for integrated septic tank
CN118840106B (en) * 2024-09-14 2025-02-28 广州市城建规划设计院有限公司 A management method for a 180-degree return waterfall
CN119826125B (en) * 2025-03-19 2025-06-17 上海济辰水数字科技有限公司 Underwater smart pipe network fault detection method and system based on sensor breakpoint detection

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20210088369A1 (en) * 2019-09-24 2021-03-25 Ads Llc Blockage detection using machine learning
CN114576564A (en) * 2020-11-30 2022-06-03 开创水资源科技股份有限公司 Artificial intelligent detecting system for blocking and leakage of sewer pipe and canal
TW202223208A (en) * 2020-11-30 2022-06-16 開創水資源股份有限公司 Artificial intelligent detection system for blockage and leakage of pipe channel of sewer mainly collecting flow capacity, flow velocity and water level data of the sewer by means of a sensing apparatus
CN114673246A (en) * 2022-03-31 2022-06-28 成都工贸职业技术学院 Anti-blocking measurement method and measurement system for sewage pipeline

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0833157B2 (en) * 1988-06-25 1996-03-29 株式会社東芝 Operation control device for rainwater pump
JP2007257190A (en) * 2006-03-22 2007-10-04 Toshiba Corp Comprehensive monitoring and diagnosis device
WO2011159620A2 (en) * 2010-06-14 2011-12-22 Rainbank, Inc. Methods and systems for monitoring, controlling, and recording performance of a storm water runoff network
GB201120804D0 (en) * 2011-12-01 2012-01-11 Veolia Water Outsourcing Ltd Apparatus for monitoring the serviceability of a drain or sewer
US9631356B2 (en) * 2013-04-30 2017-04-25 Globalfoundries Inc. Combined sewer overflow warning and prevention system
JP6556389B1 (en) * 2019-01-30 2019-08-07 株式会社日圧機販 Drainage channel monitoring system, drainage channel monitoring method, and drainage channel monitoring program
CN111519730A (en) * 2020-04-03 2020-08-11 中国地质大学（武汉） Intelligent water speed and water flow path regulating planning system
JP7441730B2 (en) * 2020-05-29 2024-03-01 新明和工業株式会社 Information processing device, information processing method, and computer program
JP2023084166A (en) * 2021-12-07 2023-06-19 株式会社荏原製作所 Drainage pump device, drainage pump management system, drainage pump support plan creation device, inference device, machine learning device, drainage pump support plan creation method, inference method, and machine learning method

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20210088369A1 (en) * 2019-09-24 2021-03-25 Ads Llc Blockage detection using machine learning
CN114576564A (en) * 2020-11-30 2022-06-03 开创水资源科技股份有限公司 Artificial intelligent detecting system for blocking and leakage of sewer pipe and canal
TW202223208A (en) * 2020-11-30 2022-06-16 開創水資源股份有限公司 Artificial intelligent detection system for blockage and leakage of pipe channel of sewer mainly collecting flow capacity, flow velocity and water level data of the sewer by means of a sensing apparatus
CN114673246A (en) * 2022-03-31 2022-06-28 成都工贸职业技术学院 Anti-blocking measurement method and measurement system for sewage pipeline

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Stormharvester IPR Ltd, October 2020, "Using AI to Detect Early Blockage Formations in Wastewater Networks", stormharvester.com, [online], available from: https://stormharvester.com/wp-content/uploads/2021/03/V9-Wessex-Case-Study.pdf accessed 3 April 2024 *
Utility Week, June 2021, "How Wessex Water harnessed AI to beat blockages", utilityweek.co.uk, [online], available from: https://utilityweek.co.uk/how-wessex-water-harnessed-ai-to-beat-blockages/ accessed on 03 April 2024 *

Also Published As

Publication number Publication date
GB202213748D0 (en) 2022-11-02
WO2024061980A1 (en) 2024-03-28
EP4590904A1 (en) 2025-07-30
AU2023346909A1 (en) 2025-05-01
CA3268130A1 (en) 2024-03-28
GB2618171A (en) 2023-11-01

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