Abrégé

Systems and methods are provided for maintaining an air conditioning system. A system can include one or more sensors positioned inside of the air conditioning system configured to transmit current sensor data to a remote location. A data repository contains historic sensor data and corresponding air conditioning system status data. A neural network is trained using the historic sensor data and the corresponding air conditioning system status data to predict a future air conditioning system status based on the transmitted current sensor data. A server computer system is configured to predict the future air conditioning system status based on the current sensor data using the neural network, and a graphical user interface is configured to display the predicted future air conditioning system status to a remote client. The current sensor data is stored in the data repository and the neural network is further trained based on the current sensor data.

Classes IPC  ?

• G05B 23/02 - Test ou contrôle électrique
• F24F 11/39 - Surveillance de la performance des filtres
• F24F 11/52 - Aménagements pour l’indication, p. ex. écrans
• F24F 11/62 - Aménagements de commande ou de sécurité caractérisés par le type de commande ou par le traitement interne, p. ex. utilisant la logique floue, la commande adaptative ou l'estimation de valeurs
• F24F 110/64 - Teneur en particules en suspension
• F24F 120/00 - Entrées de commandes relatives aux utilisateurs ou aux occupants
• G06N 3/08 - Méthodes d'apprentissage
• G06N 3/088 - Apprentissage non supervisé, p. ex. apprentissage compétitif
• G06T 17/00 - Modélisation tridimensionnelle [3D] pour infographie
• H02J 13/00 - Circuits pour pourvoir à l'indication à distance des conditions d'un réseau, p. ex. un enregistrement instantané des conditions d'ouverture ou de fermeture de chaque sectionneur du réseauCircuits pour pourvoir à la commande à distance des moyens de commutation dans un réseau de distribution d'énergie, p. ex. mise en ou hors circuit de consommateurs de courant par l'utilisation de signaux d'impulsion codés transmis par le réseau
• H04L 12/28 - Réseaux de données à commutation caractérisés par la configuration des liaisons, p. ex. réseaux locaux [LAN Local Area Networks] ou réseaux étendus [WAN Wide Area Networks]

Abrégé

Systems and methods are provided for maintaining an air conditioning system. A system can include one or more sensors positioned inside of the air conditioning system configured to transmit current sensor data to a remote location. A data repository contains historic sensor data and corresponding air conditioning system status data. A neural network is trained using the historic sensor data and the corresponding air conditioning system status data to predict a future air conditioning system status based on the transmitted current sensor data. A server computer system is configured to predict the future air conditioning system status based on the current sensor data using the neural network, and a graphical user interface is configured to display the predicted future air conditioning system status to a remote client. The current sensor data is stored in the data repository and the neural network is further trained based on the current sensor data.

Classes IPC  ?

• F24F 11/62 - Aménagements de commande ou de sécurité caractérisés par le type de commande ou par le traitement interne, p. ex. utilisant la logique floue, la commande adaptative ou l'estimation de valeurs
• F24F 11/39 - Surveillance de la performance des filtres
• F24F 11/52 - Aménagements pour l’indication, p. ex. écrans
• G05B 23/02 - Test ou contrôle électrique
• G06N 3/08 - Méthodes d'apprentissage
• H04L 12/28 - Réseaux de données à commutation caractérisés par la configuration des liaisons, p. ex. réseaux locaux [LAN Local Area Networks] ou réseaux étendus [WAN Wide Area Networks]
• F24F 110/64 - Teneur en particules en suspension
• F24F 120/00 - Entrées de commandes relatives aux utilisateurs ou aux occupants
• G06N 3/088 - Apprentissage non supervisé, p. ex. apprentissage compétitif
• G06T 17/00 - Modélisation tridimensionnelle [3D] pour infographie
• H02J 13/00 - Circuits pour pourvoir à l'indication à distance des conditions d'un réseau, p. ex. un enregistrement instantané des conditions d'ouverture ou de fermeture de chaque sectionneur du réseauCircuits pour pourvoir à la commande à distance des moyens de commutation dans un réseau de distribution d'énergie, p. ex. mise en ou hors circuit de consommateurs de courant par l'utilisation de signaux d'impulsion codés transmis par le réseau

Abrégé

Systems and methods are provided for maintaining an air conditioning system. A system can include one or more sensors positioned inside of the air conditioning system configured to transmit current sensor data to a remote location. A data repository contains historic sensor data and corresponding air conditioning system status data. A neural network is trained using the historic sensor data and the corresponding air conditioning system status data to predict a future air conditioning system status based on the transmitted current sensor data. A server computer system is configured to predict the future air conditioning system status based on the current sensor data using the neural network, and a graphical user interface is configured to display the predicted future air conditioning system status to a remote client. The current sensor data is stored in the data repository and the neural network is further trained based on the current sensor data.

Classes IPC  ?

• G05B 23/02 - Test ou contrôle électrique

Abrégé

Systems and methods are provided for maintaining an air conditioning system. A system can include one or more sensors positioned inside of the air conditioning system configured to transmit current sensor data to a remote location. A data repository contains historic sensor data and corresponding air conditioning system status data. A neural network is trained using the historic sensor data and the corresponding air conditioning system status data to predict a future air conditioning system status based on the transmitted current sensor data. A server computer system is configured to predict the future air conditioning system status based on the current sensor data using the neural network, and a graphical user interface is configured to display the predicted future air conditioning system status to a remote client. The current sensor data is stored in the data repository and the neural network is further trained based on the current sensor data.

Classes IPC  ?

• G05D 23/00 - Commande de la température
• G05B 23/02 - Test ou contrôle électrique
• F24F 11/62 - Aménagements de commande ou de sécurité caractérisés par le type de commande ou par le traitement interne, p. ex. utilisant la logique floue, la commande adaptative ou l'estimation de valeurs
• F24F 11/39 - Surveillance de la performance des filtres
• F24F 11/52 - Aménagements pour l’indication, p. ex. écrans
• G06N 3/08 - Méthodes d'apprentissage
• H04L 12/28 - Réseaux de données à commutation caractérisés par la configuration des liaisons, p. ex. réseaux locaux [LAN Local Area Networks] ou réseaux étendus [WAN Wide Area Networks]
• G06T 17/00 - Modélisation tridimensionnelle [3D] pour infographie
• H02J 13/00 - Circuits pour pourvoir à l'indication à distance des conditions d'un réseau, p. ex. un enregistrement instantané des conditions d'ouverture ou de fermeture de chaque sectionneur du réseauCircuits pour pourvoir à la commande à distance des moyens de commutation dans un réseau de distribution d'énergie, p. ex. mise en ou hors circuit de consommateurs de courant par l'utilisation de signaux d'impulsion codés transmis par le réseau

Produits et services

Electronic surveillance apparatus, namely, artificial-intelligence-based remote control system comprised primarily of cameras, delta pressure sensors, temperature sensors, relative humidity sensors, CO2 sensors and volatile organic compound (VOC) sensors for monitoring HVAC equipment; Electronic remote controllers for hygienic surveillance of air treatment installations Installation, maintenance and repair of HVAC equipment; Disinfecting; Air duct cleaning services; Air conditioning apparatus cleaning services Software as a service (SAAS) services featuring cloud-based artificial intelligence software for utilizing adaptive machine learning capabilities to perform predictive analysis and surveillance on the operating conditions of HVAC equipment Health and safety risk assessment services; Health and safety risk management; Providing reconnaissance and surveillance services; Rental of security surveillance apparatus; Hygienic surveillance of air treatment installations

Produits et services

Electronic surveillance apparatus; Artificial intelligence software for surveillance; Electronic remote control devices for hygienic surveillance of air treatment installations. HVAC (Heating, ventilation and air conditioning) installation, maintenance and repair; Disinfecting; Air duct cleaning services; Air conditioning apparatus cleaning services. Health and safety risk assessment services; Health and safety risk management; Providing reconnaissance and surveillance services; Rental of security surveillance apparatus; Hygienic surveillance of air treatment installations.

Produits et services

Disinfecting; Cleaning services; Cleaning of industrial plant; Maintenance and repair of air conditioning apparatus; Maintenance and repair of heating; Maintenance of air conditioning systems; Air conditioning contractor services; Air duct cleaning services; Air conditioning apparatus cleaning services, Retrofitting of installations for heating, ventilating and air conditioning in buildings, Installation of environmental protection systems, installation and repair of heating, ventilating and air conditioning systems, Providing information relating to the repair or maintenance of air conditioning apparatus; Installation of environmental control systems. Air treatment. Training services. Certification [quality control]; Certification services for the energy efficiency of buildings; Testing, analysis and evaluation of the goods and services of others for the purpose of certification; Testing of apparatus in the field of electrical engineering for certification purposes; Technical supervision and inspection; Inspection of buildings [surveying]; Environmental testing and inspection services; Technical inspection services; Environmental hazard assessment; Analysing of air in building environments; Air quality data collection services; Quality control for certification purposes; Testing, analysis and evaluation of the goods and services of others for certification purposes; Research in relation to environmental safeguarding and protection; Environmental monitoring services. Health and safety risk assessment services; Health and safety risk management, Information, advisory and consultancy services relating to legal matters.

Produits et services

Disinfecting; Cleaning services; Cleaning of industrial plant; Maintenance and repair of air conditioning apparatus; Maintenance and repair of heating; Maintenance of air conditioning systems; Air conditioning contractor services; Air duct cleaning services; Air conditioning apparatus cleaning services, Retrofitting of installations for heating, ventilating and air conditioning in buildings, Installation of environmental protection systems, installation and repair of heating, ventilating and air conditioning systems, Providing information relating to the repair or maintenance of air conditioning apparatus; Installation of environmental control systems. Air treatment. Training services. Certification [quality control]; Certification services for the energy efficiency of buildings; Testing, analysis and evaluation of the goods and services of others for the purpose of certification; Testing of apparatus in the field of electrical engineering for certification purposes; Technical supervision and inspection; Inspection of buildings [surveying]; Environmental testing and inspection services; Technical inspection services; Environmental hazard assessment; Analysing of air in building environments; Air quality data collection services; Quality control for certification purposes; Testing, analysis and evaluation of the goods and services of others for certification purposes; Research in relation to environmental safeguarding and protection; Environmental monitoring services. Health and safety risk assessment services; Health and safety risk management, Information, advisory and consultancy services relating to legal matters.

Produits et services

Electronic surveillance apparatus; Artificial intelligence software for surveillance; Electronic remote control devices for hygienic surveillance of air treatment installations. HVAC (Heating, ventilation and air conditioning) installation, maintenance and repair; Disinfecting; Air duct cleaning services; Air conditioning apparatus cleaning services. Health and safety risk assessment services; Health and safety risk management; Providing reconnaissance and surveillance services; Rental of security surveillance apparatus; Hygienic surveillance of air treatment installations.