KR102911632B1 - 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 - Google Patents
센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법Info
- Publication number
- KR102911632B1 KR102911632B1 KR1020237044919A KR20237044919A KR102911632B1 KR 102911632 B1 KR102911632 B1 KR 102911632B1 KR 1020237044919 A KR1020237044919 A KR 1020237044919A KR 20237044919 A KR20237044919 A KR 20237044919A KR 102911632 B1 KR102911632 B1 KR 102911632B1
- Authority
- KR
- South Korea
- Prior art keywords
- asset
- energy
- data
- physical
- physical asset
- 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
Classifications
-
- 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
- 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
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or 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
- 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)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (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)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- Development Economics (AREA)
- Human Resources & Organizations (AREA)
- Technology Law (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Tourism & Hospitality (AREA)
- Public Health (AREA)
- Primary Health Care (AREA)
- Water Supply & Treatment (AREA)
- Medical Informatics (AREA)
- Entrepreneurship & Innovation (AREA)
- Operations Research (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Quality & Reliability (AREA)
Applications Claiming Priority (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762537684P | 2017-07-27 | 2017-07-27 | |
| US62/537,684 | 2017-07-27 | ||
| KR1020227043578A KR20230003603A (ko) | 2017-07-27 | 2018-07-26 | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 |
| PCT/US2018/043988 WO2019023520A1 (en) | 2017-07-27 | 2018-07-26 | MANAGING A EQUIPMENT-BASED RISK ON THE USE OF ASSET-BASED ENERGY DATA USING DYNAMICALLY ADJUSTABLE AND SENSOR-CONTROLLED FEEDBACK LOOPS |
Related Parent Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020227043578A Division KR20230003603A (ko) | 2017-07-27 | 2018-07-26 | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20240006085A KR20240006085A (ko) | 2024-01-12 |
| KR102911632B1 true KR102911632B1 (ko) | 2026-01-13 |
Family
ID=65041424
Family Applications (3)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020237044919A Active KR102911632B1 (ko) | 2017-07-27 | 2018-07-26 | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 |
| KR1020227043578A Ceased KR20230003603A (ko) | 2017-07-27 | 2018-07-26 | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 |
| KR1020207005626A Ceased KR20200037310A (ko) | 2017-07-27 | 2018-07-26 | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 |
Family Applications After (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020227043578A Ceased KR20230003603A (ko) | 2017-07-27 | 2018-07-26 | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 |
| KR1020207005626A Ceased KR20200037310A (ko) | 2017-07-27 | 2018-07-26 | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 |
Country Status (7)
| Country | Link |
|---|---|
| US (2) | US11514527B2 (https=) |
| EP (1) | EP3659101A4 (https=) |
| JP (3) | JP6942239B2 (https=) |
| KR (3) | KR102911632B1 (https=) |
| CN (2) | CN111328405B (https=) |
| CA (2) | CA3071274C (https=) |
| WO (1) | WO2019023520A1 (https=) |
Families Citing this family (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115345409A (zh) | 2015-03-06 | 2022-11-15 | 哈佛蒸汽锅炉检验和保险公司 | 用于钻井和完井操作的风险评估 |
| US11861716B1 (en) | 2016-10-27 | 2024-01-02 | State Farm Mutual Automobile Insurance Company | Systems and methods for utilizing electricity monitoring devices to reconstruct an electrical event |
| CA3071274C (en) | 2017-07-27 | 2026-02-10 | 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 |
| US12518871B2 (en) | 2020-07-09 | 2026-01-06 | 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 |
| EP3979154B1 (en) * | 2020-10-05 | 2026-04-01 | ABB Schweiz AG | Method for evaluating an energy efficiency of a site |
| US11469999B1 (en) * | 2021-07-30 | 2022-10-11 | Cisco Technology, Inc. | Systems and methods for determining energy efficiency quotients |
| 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 |
| 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 |
Family Cites Families (43)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| IE910209A1 (en) | 1990-02-28 | 1991-09-11 | Union Oil Co | Drag analysis method |
| US5303561A (en) * | 1992-10-14 | 1994-04-19 | Copeland Corporation | Control system for heat pump having humidity responsive variable speed fan |
| JP2002288435A (ja) | 2001-03-27 | 2002-10-04 | Mitsubishi Heavy Ind Ltd | 機械設備保守料設定システム及び機械設備保険料設定システム |
| JP2004005371A (ja) | 2002-03-29 | 2004-01-08 | Hitachi Ltd | 家電機器監視装置及び家電保守サービスシステム |
| US7653563B2 (en) | 2004-03-17 | 2010-01-26 | Schlumberger Technology Corporation | Method and apparatus and program storage device adapted for automatic qualitative and quantitative risk assessment based on technical wellbore design and earth properties |
| US7548873B2 (en) | 2004-03-17 | 2009-06-16 | Schlumberger Technology Corporation | Method system and program storage device for automatically calculating and displaying time and cost data in a well planning system using a Monte Carlo simulation software |
| US7630914B2 (en) | 2004-03-17 | 2009-12-08 | Schlumberger Technology Corporation | Method and apparatus and program storage device adapted for visualization of qualitative and quantitative risk assessment based on technical wellbore design and earth properties |
| US8538865B2 (en) | 2005-08-19 | 2013-09-17 | The Hartford Steam Boiler Inspection And Insurance Co. | Method of determining prior net benefit of obtaining additional risk data for insurance purposes via survey or other procedure |
| US8812334B2 (en) | 2006-02-27 | 2014-08-19 | Schlumberger Technology Corporation | Well planning system and method |
| JP2007328522A (ja) | 2006-06-07 | 2007-12-20 | Tokyo Electric Power Co Inc:The | 故障確率算出装置、方法、及びプログラム |
| US8193860B2 (en) * | 2006-11-21 | 2012-06-05 | Qualcomm, Incorporated | Method and apparatus for automatically controlling an XNN® enhancement circuitry feeding a power amplifier |
| EP2143063A4 (en) * | 2007-03-26 | 2012-10-17 | Bpl Global Ltd | SYSTEM AND METHOD FOR INTEGRATED ASSET PROTECTION |
| US20110161133A1 (en) | 2007-09-29 | 2011-06-30 | Schlumberger Technology Corporation | Planning and Performing Drilling Operations |
| US7660673B2 (en) | 2007-10-12 | 2010-02-09 | Schlumberger Technology Corporation | Coarse wellsite analysis for field development planning |
| US8731724B2 (en) * | 2009-06-22 | 2014-05-20 | Johnson Controls Technology Company | Automated fault detection and diagnostics in a building management system |
| US8600556B2 (en) * | 2009-06-22 | 2013-12-03 | Johnson Controls Technology Company | Smart building manager |
| WO2011116011A2 (en) * | 2010-03-15 | 2011-09-22 | Klatu Networks | Systems and methods for monitoring, inferring state of health, and optimizing efficiency of refrigeration systems |
| EP2681497A4 (en) * | 2011-02-28 | 2017-05-31 | Emerson Electric Co. | Residential solutions hvac monitoring and diagnosis |
| US9045967B2 (en) | 2011-07-26 | 2015-06-02 | Schlumberger Technology Corporation | System and method for controlling and monitoring a drilling operation using refined solutions from a panistic inversion |
| US20150178865A1 (en) * | 2011-09-20 | 2015-06-25 | The Trustees Of Columbia University In The City Of New York | Total property optimization system for energy efficiency and smart buildings |
| WO2013126866A1 (en) * | 2012-02-24 | 2013-08-29 | B3, Llc | Systems and methods for comprehensive insurance loss management and loss minimization |
| GB201204815D0 (en) | 2012-03-19 | 2012-05-02 | Halliburton Energy Serv Inc | Drilling system failure risk analysis method |
| US8812331B2 (en) | 2012-04-27 | 2014-08-19 | Richard B. Jones | Insurance product, rating and credit enhancement system and method for insuring project savings |
| US9501799B2 (en) | 2012-11-08 | 2016-11-22 | Hartford Fire Insurance Company | System and method for determination of insurance classification of entities |
| US20140358592A1 (en) * | 2013-05-31 | 2014-12-04 | OneEvent Technologies, LLC | Sensors for usage-based property insurance |
| JP2015014823A (ja) | 2013-07-03 | 2015-01-22 | 株式会社日立製作所 | エネルギー使用量評価システム、エネルギー使用量評価演算装置及びプログラム |
| US10247458B2 (en) * | 2013-08-21 | 2019-04-02 | Carrier Corporation | Chilled water system efficiency improvement |
| US10915358B2 (en) | 2013-09-30 | 2021-02-09 | Schneider Electric USA, Inc. | Systems and methods of data acquisition |
| MX2016003675A (es) | 2013-10-25 | 2016-09-16 | Landmark Graphics Corp | Prediccion de riesgo en tiempo real durante las operaciones de perforacion. |
| US10067482B2 (en) * | 2014-05-16 | 2018-09-04 | Emerson Climate Technologies Retail Solutions, Inc. | Menu and firmware management for equipment |
| EP3149667A1 (en) * | 2014-05-28 | 2017-04-05 | Siemens Schweiz AG | System and method for fault analysis and prioritization |
| KR102366961B1 (ko) | 2014-10-07 | 2022-02-24 | 삼성전자 주식회사 | 공조기를 관리하는 방법 및 장치 |
| CN115345409A (zh) | 2015-03-06 | 2022-11-15 | 哈佛蒸汽锅炉检验和保险公司 | 用于钻井和完井操作的风险评估 |
| CN104820630B (zh) * | 2015-05-22 | 2017-07-07 | 上海新炬网络信息技术有限公司 | 基于业务变化量的系统资源监控装置 |
| US20170011318A1 (en) * | 2015-07-09 | 2017-01-12 | Johnson Controls Technology Company | Automated monitoring and service provider recommendation platform for hvac equipment |
| US20170075510A1 (en) * | 2015-09-11 | 2017-03-16 | Johnson Controls Technology Company | Thermostat with occupant identity determination features |
| US11151654B2 (en) * | 2015-09-30 | 2021-10-19 | Johnson Controls Tyco IP Holdings LLP | System and method for determining risk profile, adjusting insurance premiums and automatically collecting premiums based on sensor data |
| US10510126B2 (en) * | 2015-10-30 | 2019-12-17 | Global Design Corporation Ltd. | Energy consumption alerting system, platform and method |
| US10337753B2 (en) * | 2016-12-23 | 2019-07-02 | Abb Ag | Adaptive modeling method and system for MPC-based building energy control |
| CN106934720B (zh) * | 2017-01-24 | 2021-11-16 | 久隆财产保险有限公司 | 基于物联网的设备保险智能定价方法与系统 |
| US20180330250A1 (en) * | 2017-05-09 | 2018-11-15 | Nec Laboratories America, Inc. | Energy management system with intelligent anomaly detection and prediction |
| CA3071274C (en) | 2017-07-27 | 2026-02-10 | 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 |
| US11605036B2 (en) * | 2017-08-09 | 2023-03-14 | Verdigris Technologies, Inc. | System and methods for power system forecasting using deep neural networks |
-
2018
- 2018-07-26 CA CA3071274A patent/CA3071274C/en active Active
- 2018-07-26 US US16/046,976 patent/US11514527B2/en active Active
- 2018-07-26 CA CA3252787A patent/CA3252787A1/en active Pending
- 2018-07-26 CN CN201880058792.4A patent/CN111328405B/zh active Active
- 2018-07-26 WO PCT/US2018/043988 patent/WO2019023520A1/en not_active Ceased
- 2018-07-26 KR KR1020237044919A patent/KR102911632B1/ko active Active
- 2018-07-26 CN CN202310997667.2A patent/CN116977121A/zh active Pending
- 2018-07-26 KR KR1020227043578A patent/KR20230003603A/ko not_active Ceased
- 2018-07-26 KR KR1020207005626A patent/KR20200037310A/ko not_active Ceased
- 2018-07-26 EP EP18838202.2A patent/EP3659101A4/en active Pending
- 2018-07-26 JP JP2020503989A patent/JP6942239B2/ja active Active
-
2021
- 2021-09-07 JP JP2021145087A patent/JP7252291B2/ja active Active
-
2022
- 2022-11-29 US US18/071,582 patent/US20230177614A1/en active Pending
-
2023
- 2023-03-23 JP JP2023046473A patent/JP7706493B2/ja active Active
Also Published As
| Publication number | Publication date |
|---|---|
| US20190035028A1 (en) | 2019-01-31 |
| JP6942239B2 (ja) | 2021-09-29 |
| US20230177614A1 (en) | 2023-06-08 |
| CA3252787A1 (en) | 2025-07-08 |
| EP3659101A1 (en) | 2020-06-03 |
| JP2020529075A (ja) | 2020-10-01 |
| EP3659101A4 (en) | 2020-12-09 |
| JP7252291B2 (ja) | 2023-04-04 |
| JP7706493B2 (ja) | 2025-07-11 |
| JP2023089004A (ja) | 2023-06-27 |
| CA3071274A1 (en) | 2019-01-31 |
| KR20240006085A (ko) | 2024-01-12 |
| CN116977121A (zh) | 2023-10-31 |
| JP2021192292A (ja) | 2021-12-16 |
| US11514527B2 (en) | 2022-11-29 |
| CA3071274C (en) | 2026-02-10 |
| CN111328405B (zh) | 2023-08-29 |
| KR20230003603A (ko) | 2023-01-06 |
| CN111328405A (zh) | 2020-06-23 |
| WO2019023520A1 (en) | 2019-01-31 |
| KR20200037310A (ko) | 2020-04-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| KR102911632B1 (ko) | 센서-구동, 동적-조절식 피드백 루프를 이용하여 자산별 에너지 데이터 사용 레벨에 대한 장비 기반 위험을 관리하기 위한 컴퓨터 시스템 및 컴퓨터로 구현되는 방법 | |
| US11432485B2 (en) | Artificially intelligent irrigation system | |
| Kumar et al. | Power consumption forecast model using ensemble learning for smart grid: J. Kumar et al. | |
| JP6292076B2 (ja) | 時系列予測アンサンブル | |
| Khan et al. | Optimizing smart home energy management for sustainability using machine learning techniques | |
| US20240370949A1 (en) | Systems and methods for detecting anomalous water usage | |
| US9189766B2 (en) | Real time provisional evaluation of utility program performance | |
| KR102618570B1 (ko) | 복수의 수용가를 포함하는 블록에 대한 상수도 누수 검출 시스템 | |
| Gayathry et al. | Seasonal solar irradiance forecasting using artificial intelligence techniques with uncertainty analysis | |
| Patsakos et al. | A survey on deep learning for building load forecasting | |
| CN110022529A (zh) | 基于两种传感模式的目标区域人数统计的方法和装置 | |
| Ashwini Kumari et al. | Artificial neural network-based smart energy meter monitoring and control using global system for mobile communication module | |
| Malik et al. | Deep learning based predictive analysis of energy consumption for smart homes | |
| Choubey et al. | Predicting electrical load demands using neural prophet-based forecasting model | |
| Luján et al. | Cloud computing for smart energy management (CC-SEM project) | |
| HK40103017A (zh) | 管理基於特定於资产的能量数据使用水平的装备风险 | |
| Chandra et al. | Intelligent data systems for building energy workflow: Data pipelines, LSTM efficiency prediction and more | |
| HK40031635B (zh) | 利用传感器驱动的动态可调整反馈回路来管理基於特定於资产的能量数据使用水平的装备风险 | |
| HK40031635A (en) | Manage equipment based risk on asset-specific energy data usage utilizing sensor-driven dynamically adjustable feedback loops | |
| Tolnai et al. | Comparison of Three Algorithms for Low-Frequency Temperature-Dependent Load Disaggregation in Buildings Without Submetering | |
| CN119547090A (zh) | 使用多个经训练的机器学习模型进行目标能量使用设备存在检测 | |
| Bu et al. | Research on short-term prediction of photovoltaic power via improved VMD-based dynamic model fusion and adaptive boundary optimization | |
| US12073477B1 (en) | Low friction data analysis system | |
| Trong et al. | ATMOS: IoT-Driven Air Quality Monitoring and Forecasting System Using Machine Learning and Fog Computing | |
| Rangaiah et al. | Blockchain and Machine Learning for Optimized Resource Allocation in Cloud Computing Services |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A107 | Divisional application of patent | ||
| PA0104 | Divisional application for international application |
St.27 status event code: A-0-1-A10-A18-div-PA0104 St.27 status event code: A-0-1-A10-A16-div-PA0104 |
|
| PG1501 | Laying open of application |
St.27 status event code: A-1-1-Q10-Q12-nap-PG1501 |
|
| A201 | Request for examination | ||
| PA0201 | Request for examination |
St.27 status event code: A-1-2-D10-D11-exm-PA0201 |
|
| E902 | Notification of reason for refusal | ||
| PE0902 | Notice of grounds for rejection |
St.27 status event code: A-1-2-D10-D21-exm-PE0902 |
|
| R17-X000 | Change to representative recorded |
St.27 status event code: A-3-3-R10-R17-oth-X000 |
|
| T11-X000 | Administrative time limit extension requested |
St.27 status event code: U-3-3-T10-T11-oth-X000 |
|
| T11-X000 | Administrative time limit extension requested |
St.27 status event code: U-3-3-T10-T11-oth-X000 |
|
| T11-X000 | Administrative time limit extension requested |
St.27 status event code: U-3-3-T10-T11-oth-X000 |
|
| T11-X000 | Administrative time limit extension requested |
St.27 status event code: U-3-3-T10-T11-oth-X000 |
|
| P11-X000 | Amendment of application requested |
St.27 status event code: A-2-2-P10-P11-nap-X000 |
|
| P13-X000 | Application amended |
St.27 status event code: A-2-2-P10-P13-nap-X000 |
|
| R17-X000 | Change to representative recorded |
St.27 status event code: A-3-3-R10-R17-oth-X000 |
|
| E90F | Notification of reason for final refusal | ||
| PE0902 | Notice of grounds for rejection |
St.27 status event code: A-1-2-D10-D21-exm-PE0902 |
|
| P11-X000 | Amendment of application requested |
St.27 status event code: A-2-2-P10-P11-nap-X000 |
|
| E601 | Decision to refuse application | ||
| E801 | Decision on dismissal of amendment | ||
| P12-X000 | Request for amendment of application rejected |
St.27 status event code: A-2-2-P10-P12-nap-X000 |
|
| PE0601 | Decision on rejection of patent |
St.27 status event code: N-2-6-B10-B15-exm-PE0601 |
|
| P11 | Amendment of application requested |
Free format text: ST27 STATUS EVENT CODE: A-2-2-P10-P11-NAP-X000 (AS PROVIDED BY THE NATIONAL OFFICE) |
|
| P11-X000 | Amendment of application requested |
St.27 status event code: A-2-2-P10-P11-nap-X000 |
|
| F13 | Ip right granted in full following pre-grant review |
Free format text: ST27 STATUS EVENT CODE: A-3-4-F10-F13-REX-PX0701 (AS PROVIDED BY THE NATIONAL OFFICE) |
|
| PX0701 | Decision of registration after re-examination |
St.27 status event code: A-3-4-F10-F13-rex-PX0701 |
|
| F11 | Ip right granted following substantive examination |
Free format text: ST27 STATUS EVENT CODE: A-2-4-F10-F11-EXM-PR0701 (AS PROVIDED BY THE NATIONAL OFFICE) |
|
| PR0701 | Registration of establishment |
St.27 status event code: A-2-4-F10-F11-exm-PR0701 |
|
| PR1002 | Payment of registration fee |
St.27 status event code: A-2-2-U10-U12-oth-PR1002 Fee payment year number: 1 |
|
| U12 | Designation fee paid |
Free format text: ST27 STATUS EVENT CODE: A-2-2-U10-U12-OTH-PR1002 (AS PROVIDED BY THE NATIONAL OFFICE) Year of fee payment: 1 |
|
| PG1601 | Publication of registration |
St.27 status event code: A-4-4-Q10-Q13-nap-PG1601 |
|
| Q13 | Ip right document published |
Free format text: ST27 STATUS EVENT CODE: A-4-4-Q10-Q13-NAP-PG1601 (AS PROVIDED BY THE NATIONAL OFFICE) |