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.
F24F 11/52 - Indication arrangements, e.g. displays
F24F 11/62 - Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
H02J 13/00 - Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the networkCircuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
H04L 12/28 - Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
2.
Systems and methods for artificial intelligence-based maintenance of an air conditioning system
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.
F24F 11/62 - Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
H02J 13/00 - Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the networkCircuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
3.
SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE-BASED MAINTENANCE OF AN AIR CONDITIONING SYSTEM
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.
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.
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.
F24F 11/62 - Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
H02J 13/00 - Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the networkCircuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
09 - Scientific and electric apparatus and instruments
37 - Construction and mining; installation and repair services
42 - Scientific, technological and industrial services, research and design
45 - Legal and security services; personal services for individuals.
Goods & 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
09 - Scientific and electric apparatus and instruments
37 - Construction and mining; installation and repair services
45 - Legal and security services; personal services for individuals.
Goods & 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.
37 - Construction and mining; installation and repair services
40 - Treatment of materials; recycling, air and water treatment,
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
45 - Legal and security services; personal services for individuals.
Goods & 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.
37 - Construction and mining; installation and repair services
40 - Treatment of materials; recycling, air and water treatment,
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
45 - Legal and security services; personal services for individuals.
Goods & 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.
09 - Scientific and electric apparatus and instruments
37 - Construction and mining; installation and repair services
45 - Legal and security services; personal services for individuals.
Goods & 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.
