CA3081734C - Methode et systeme pour la detection automatique des defaillances et de l`inefficacite d`un dispositif de chauffage electronique de maison - Google Patents

Methode et systeme pour la detection automatique des defaillances et de l`inefficacite d`un dispositif de chauffage electronique de maison Download PDF

Info

Publication number
CA3081734C
CA3081734C CA3081734A CA3081734A CA3081734C CA 3081734 C CA3081734 C CA 3081734C CA 3081734 A CA3081734 A CA 3081734A CA 3081734 A CA3081734 A CA 3081734A CA 3081734 C CA3081734 C CA 3081734C
Authority
CA
Canada
Prior art keywords
household
hvac
model
pattern
power consumption
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
CA3081734A
Other languages
English (en)
Other versions
CA3081734A1 (fr
Inventor
Eran Cohen
Eran SAMUNI
Noa Ruschin Rimini
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.)
Grid4C Ltd
Original Assignee
Grid4C 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 Grid4C Ltd filed Critical Grid4C Ltd
Priority to CA3081734A priority Critical patent/CA3081734C/fr
Publication of CA3081734A1 publication Critical patent/CA3081734A1/fr
Application granted granted Critical
Publication of CA3081734C publication Critical patent/CA3081734C/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/30Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/32Responding to malfunctions or emergencies
    • F24F11/38Failure diagnosis
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/30Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/46Improving electric energy efficiency or saving
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/62Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/50Control or safety arrangements characterised by user interfaces or communication
    • F24F11/56Remote control
    • F24F11/58Remote control using Internet communication
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/62Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63Electronic processing
    • F24F11/64Electronic processing using pre-stored data

Abstract

Il est décrit un nouveau procédé et système pour détecter automatiquement une défectuosité ou inefficacité dun dispositif de chauffage électronique. Il acquiert des données liées à chaque ménage surveillé pour générer une série dentraînement, y compris la consommation d'énergie de chaque dispositif de chauffage électronique, la consommation d'énergie de chaque ménage, les paramètres de profil de ménage, et les paramètres de profil des résidents de ménage. Il entraîne un modèle de classification de chauffage électrique pour lidentification de chauffage électronique existant daprès les données de charge. Il détermine lexistence de chauffage électronique et le type de dispositif d'après le modèle de classification de chauffage. Il entraîne un modèle davis d'après le modèle de charge quotidien pour identifier le modèle dactivation des dispositif de chauffage électronique à laide de lectures de consommation d'énergie de ménage périodiques; et la détection de prédiction, ainsi que lidentification, du modèle dactivation de chauffage, de ventilation et de climatisation à laide de lectures de consommation d'énergie de ménage périodiques. Il regroupe ensuite un agent dagrégation dans un modèle dactivation hivernale dans des dossiers daprès des températures aux fins didentification de défectuosité ou dinefficacité daprès le fonctionnement de chauffage, de ventilation et de climatisation dans différents dossiers de température.
CA3081734A 2020-05-27 2020-05-27 Methode et systeme pour la detection automatique des defaillances et de l`inefficacite d`un dispositif de chauffage electronique de maison Active CA3081734C (fr)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CA3081734A CA3081734C (fr) 2020-05-27 2020-05-27 Methode et systeme pour la detection automatique des defaillances et de l`inefficacite d`un dispositif de chauffage electronique de maison

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CA3081734A CA3081734C (fr) 2020-05-27 2020-05-27 Methode et systeme pour la detection automatique des defaillances et de l`inefficacite d`un dispositif de chauffage electronique de maison

Publications (2)

Publication Number Publication Date
CA3081734A1 CA3081734A1 (fr) 2021-11-27
CA3081734C true CA3081734C (fr) 2022-10-04

Family

ID=78703381

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3081734A Active CA3081734C (fr) 2020-05-27 2020-05-27 Methode et systeme pour la detection automatique des defaillances et de l`inefficacite d`un dispositif de chauffage electronique de maison

Country Status (1)

Country Link
CA (1) CA3081734C (fr)

Also Published As

Publication number Publication date
CA3081734A1 (fr) 2021-11-27

Similar Documents

Publication Publication Date Title
Vercruyssen et al. Semi-supervised anomaly detection with an application to water analytics
US20200355387A1 (en) Method and system for hvac inefficiency prediction using household electrical smart meter data
CA3066206C (fr) Procedes et systemes de prediction d'inefficacite de cvca
US11036189B2 (en) Energy disaggregation techniques for low resolution whole-house energy consumption data
Himeur et al. Next-generation energy systems for sustainable smart cities: Roles of transfer learning
US10804700B2 (en) Method and system for optimizing and predicting demand response
Zhang et al. Anomaly detection in premise energy consumption data
US10534361B2 (en) Industrial asset health model update
US11403647B2 (en) Systems and methods for data analytics for virtual energy audits and value capture assessment of buildings
WO2017179049A1 (fr) Procédé et système de détection de dysfonctionnement et d'inefficacité de cvc au moyen de données de compteurs intelligents
US20210372667A1 (en) Method and system for detecting inefficient electric water heater using smart meter reads
Mukherjee et al. Evaluating regional climate-electricity demand nexus: a composite Bayesian predictive framework
CN109035067A (zh) 基于rf和arma算法的建筑能耗处理方法及装置
US20210334914A1 (en) System and method for determining power production in an electrical power grid
KR20160022540A (ko) 데이터마이닝 기법을 이용하여 고객기준부하를 추정하는 방법 및 그에 따른 장치
US11461686B2 (en) Disaggregation of appliance usage from electrical meter data
CN116822115A (zh) 一种基于数字孪生技术的智慧园区的环境管理方法及系统
US20220012644A1 (en) Method and system for monitoring a remote system
KR20170106686A (ko) 가정의 에너지 사용량 예측 방법 및 장치
US20210372647A1 (en) Method and system for automatic detection of malfunctions/inefficient household electronic heating device
Wang et al. Data-driven assessment of room air conditioner efficiency for saving energy
CA3081734C (fr) Methode et systeme pour la detection automatique des defaillances et de l`inefficacite d`un dispositif de chauffage electronique de maison
US11740621B2 (en) Remote diagnosis of energy or resource-consuming devices based on usage data
US20220120463A1 (en) Process for adaptable health, degradation and anomaly detection of systems using benchmarks
CN210895537U (zh) 一种基于区块链的大蒜数据服务系统