CA3252787A1 - EQUIPMENT-BASED RISK MANAGEMENT USING EQUIPMENT-SPECIFIC ENERGY DATA FROM AN ASSET VIA DYNAMICALLIC FEEDBACK LOOPS CONTROLLED BY A SENSOR - Google Patents

EQUIPMENT-BASED RISK MANAGEMENT USING EQUIPMENT-SPECIFIC ENERGY DATA FROM AN ASSET VIA DYNAMICALLIC FEEDBACK LOOPS CONTROLLED BY A SENSOR

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Publication number
CA3252787A1
CA3252787A1 CA3252787A CA3252787A CA3252787A1 CA 3252787 A1 CA3252787 A1 CA 3252787A1 CA 3252787 A CA3252787 A CA 3252787A CA 3252787 A CA3252787 A CA 3252787A CA 3252787 A1 CA3252787 A1 CA 3252787A1
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Canada
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location
locations
parameter
asset
processor
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Pending
Application number
CA3252787A
Other languages
English (en)
French (fr)
Inventor
Richard B. Jones
Paul A. CULLUM
Original Assignee
Hartford Steam Boiler Inspection and Insurance Co
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 Hartford Steam Boiler Inspection and Insurance Co filed Critical Hartford Steam Boiler Inspection and Insurance Co
Publication of CA3252787A1 publication Critical patent/CA3252787A1/en
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0499—Feedforward networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised 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
    • 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
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/06—Asset management; Financial planning or analysis
    • 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
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/08—Insurance
    • 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)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Economics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • General Health & Medical Sciences (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Development Economics (AREA)
  • Technology Law (AREA)
  • Human Resources & Organizations (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Tourism & Hospitality (AREA)
  • Primary Health Care (AREA)
  • Water Supply & Treatment (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Operations Research (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Quality & Reliability (AREA)
CA3252787A 2017-07-27 2018-07-26 EQUIPMENT-BASED RISK MANAGEMENT USING EQUIPMENT-SPECIFIC ENERGY DATA FROM AN ASSET VIA DYNAMICALLIC FEEDBACK LOOPS CONTROLLED BY A SENSOR Pending CA3252787A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201762537684P 2017-07-27 2017-07-27
US62/537,684 2017-07-27
CA3071274A CA3071274A1 (en) 2017-07-27 2018-07-26 Manage equipment based risk on asset-specific energy data usage utilizing sensor-driven dynamically adjustable feedback loops

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
CA3071274A Division CA3071274A1 (en) 2017-07-27 2018-07-26 Manage equipment based risk on asset-specific energy data usage utilizing sensor-driven dynamically adjustable feedback loops

Publications (1)

Publication Number Publication Date
CA3252787A1 true CA3252787A1 (en) 2025-07-08

Family

ID=65041424

Family Applications (2)

Application Number Title Priority Date Filing Date
CA3071274A Pending CA3071274A1 (en) 2017-07-27 2018-07-26 Manage equipment based risk on asset-specific energy data usage utilizing sensor-driven dynamically adjustable feedback loops
CA3252787A Pending CA3252787A1 (en) 2017-07-27 2018-07-26 EQUIPMENT-BASED RISK MANAGEMENT USING EQUIPMENT-SPECIFIC ENERGY DATA FROM AN ASSET VIA DYNAMICALLIC FEEDBACK LOOPS CONTROLLED BY A SENSOR

Family Applications Before (1)

Application Number Title Priority Date Filing Date
CA3071274A Pending CA3071274A1 (en) 2017-07-27 2018-07-26 Manage equipment based risk on asset-specific energy data usage utilizing sensor-driven dynamically adjustable feedback loops

Country Status (7)

Country Link
US (2) US11514527B2 (enExample)
EP (1) EP3659101A4 (enExample)
JP (3) JP6942239B2 (enExample)
KR (3) KR20200037310A (enExample)
CN (2) CN111328405B (enExample)
CA (2) CA3071274A1 (enExample)
WO (1) WO2019023520A1 (enExample)

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CA3071274A1 (en) 2017-07-27 2019-01-31 The Hartford Steam Boiler Inspection And Insurance Company Manage equipment based risk on asset-specific energy data usage utilizing sensor-driven dynamically adjustable feedback loops
US10810543B2 (en) * 2018-07-30 2020-10-20 Maplebear, Inc. Populating catalog data with item properties based on segmentation and classification models
US11651334B1 (en) 2019-11-25 2023-05-16 State Farm Mutual Automobile Insurance Company Systems and methods for enhancing waste disposal and energy efficiency using sensor and alternative power technologies
US20220013222A1 (en) 2020-07-09 2022-01-13 State Farm Mutual Automobile Insurance Company Systems and methods for home health evaluation and remediation
US11232873B1 (en) 2020-07-27 2022-01-25 The Toronto-Dominion Bank Integrated home scoring system
US11469999B1 (en) * 2021-07-30 2022-10-11 Cisco Technology, Inc. Systems and methods for determining energy efficiency quotients
US12315024B2 (en) 2022-04-20 2025-05-27 State Farm Mutual Automobile Insurance Company Systems and methods for generating a home score for a user
US12277616B2 (en) 2022-04-20 2025-04-15 State Farm Mutual Automobile Insurance Company Systems and methods for generating a home score for a user

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Also Published As

Publication number Publication date
CN111328405B (zh) 2023-08-29
KR20230003603A (ko) 2023-01-06
CN111328405A (zh) 2020-06-23
JP2021192292A (ja) 2021-12-16
EP3659101A4 (en) 2020-12-09
US11514527B2 (en) 2022-11-29
JP7706493B2 (ja) 2025-07-11
EP3659101A1 (en) 2020-06-03
KR20240006085A (ko) 2024-01-12
US20230177614A1 (en) 2023-06-08
JP2023089004A (ja) 2023-06-27
CN116977121A (zh) 2023-10-31
JP6942239B2 (ja) 2021-09-29
JP7252291B2 (ja) 2023-04-04
CA3071274A1 (en) 2019-01-31
KR20200037310A (ko) 2020-04-08
JP2020529075A (ja) 2020-10-01
WO2019023520A1 (en) 2019-01-31
US20190035028A1 (en) 2019-01-31

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