Patents Assigned to Mtelligence Corporation
  • Patent number: 10733536
    Abstract: A plant asset failure prediction system and associated method. The method includes receiving user input identifying a first target set of equipment including a first plurality of units of equipment. A set of time series waveforms from sensors associated with the first plurality of units of equipment are received, the time series waveforms including sensor data values. A processor is configured to process the time series waveforms to generate a plurality of derived inputs wherein the derived inputs and the sensor data values collectively comprise sensor data. The method further includes determining whether a first machine learning agent may be configured to discriminate between first normal baseline data for the first target set of equipment and first failure signature information for the first target set of equipment.
    Type: Grant
    Filed: September 29, 2017
    Date of Patent: August 4, 2020
    Assignee: Mtelligence Corporation
    Inventors: Alexander B. Bates, Caroline Kim, Paul Rahilly
  • Patent number: 10192170
    Abstract: A system for performing failure signature recognition training for at least one unit of equipment. The system includes a memory and a processor coupled to the memory. The processor is configured by computer code to receive sensor data relating to the unit of equipment and to receive failure information relating to equipment failures. The processor is further configured to analyze the sensor data in view of the failure information in order to develop at least one learning agent for performing failure signature recognition with respect to the at least one unit of equipment.
    Type: Grant
    Filed: November 30, 2016
    Date of Patent: January 29, 2019
    Assignee: MTELLIGENCE CORPORATION
    Inventors: Alexander B. Bates, Paul Rahilly, Scott Macnab
  • Patent number: 10114367
    Abstract: A server platform and a method to integrate a plurality of diverse plant floor equipment with at least one computerized management system in a manufacturing operational or maintenance system. The server platform includes a plurality of plant floor drivers adapted to communicatively interface with a plurality of diverse plant floor data sources. The server platform further includes at least one computerized management system driver adapted to communicatively interface with the at least one computerized management system. The server platform also includes a message translator adapted to broker communication between the plant floor data sources and the at least one computerized management system using an open standard. The server platform, using the open standard, enables a universal enterprise type taxonomy across the plant floor data sources and the at least one computerized management system.
    Type: Grant
    Filed: September 4, 2015
    Date of Patent: October 30, 2018
    Assignee: Mtelligence Corporation
    Inventors: Alex Bates, Paul Rahilly, Scott Macnab, Gordon Brooks
  • Patent number: 9842302
    Abstract: A plant asset failure prediction system and associated method. The method includes receiving user input identifying a first target set of equipment including a first plurality of units of equipment. A set of time series waveforms from sensors associated with the first plurality of units of equipment are received, the time series waveforms including sensor data values. A processor is configured to process the time series waveforms to generate a plurality of derived inputs wherein the derived inputs and the sensor data values collectively comprise sensor data. The method further includes determining whether a first machine learning agent may be configured to discriminate between first normal baseline data for the first target set of equipment and first failure signature information for the first target set of equipment.
    Type: Grant
    Filed: August 26, 2015
    Date of Patent: December 12, 2017
    Assignee: MTELLIGENCE CORPORATION
    Inventors: Alexander B. Bates, Caroline Kim, Paul Rahilly
  • Patent number: 9535808
    Abstract: A system for performing failure signature recognition training for at least one unit of equipment. The system includes a memory and a processor coupled to the memory. The processor is configured by computer code to receive sensor data relating to the unit of equipment and to receive failure information relating to equipment failures. The processor is further configured to analyze the sensor data in view of the failure information in order to develop at least one learning agent for performing failure signature recognition with respect to the at least one unit of equipment.
    Type: Grant
    Filed: March 17, 2014
    Date of Patent: January 3, 2017
    Assignee: Mtelligence Corporation
    Inventors: Alexander B. Bates, Paul Rahilly, Scott Macnab
  • Patent number: 9141096
    Abstract: A server platform and a method to integrate a plurality of diverse plant floor equipment with at least one computerized management system in a manufacturing operational or maintenance system. The server platform includes a plurality of plant floor drivers adapted to communicatively interface with a plurality of diverse plant floor data sources. The server platform further includes at least one computerized management system driver adapted to communicatively interface with the at least one computerized management system. The server platform also includes a message translator adapted to broker communication between the plant floor data sources and the at least one computerized management system using an open standard. The server platform, using the open standard, enables a universal enterprise type taxonomy across the plant floor data sources and the at least one computerized management system.
    Type: Grant
    Filed: January 18, 2013
    Date of Patent: September 22, 2015
    Assignee: Mtelligence Corporation
    Inventors: Alex Bates, Paul Rahilly, Scott MacNab, Gordon Brooks
  • Publication number: 20140351642
    Abstract: A system for performing failure signature recognition training for at least one unit of equipment. The system includes a memory and a processor coupled to the memory. The processor is configured by computer code to receive sensor data relating to the unit of equipment and to receive failure information relating to equipment failures. The processor is further configured to analyze the sensor data in view of the failure information in order to develop at least one learning agent for performing failure signature recognition with respect to the at least one unit of equipment.
    Type: Application
    Filed: March 17, 2014
    Publication date: November 27, 2014
    Applicant: MTELLIGENCE CORPORATION
    Inventors: Alexander B. BATES, Paul RAHILLY, Scott MACNAB
  • Patent number: 8380842
    Abstract: A server platform and a method to integrate a plurality of diverse plant floor equipment with at least one computerized management system in a manufacturing operational or maintenance system. The server platform includes a plurality of plant floor drivers adapted to communicatively interface with a plurality of diverse plant floor data sources. The server platform further includes at least one computerized management system driver adapted to communicatively interface with the at least one computerized management system. The server platform also includes a message translator adapted to broker communication between the plant floor data sources and the at least one computerized management system using an open standard. The server platform, using the open standard, enables a universal enterprise type taxonomy across the plant floor data sources and the at least one computerized management system.
    Type: Grant
    Filed: April 26, 2007
    Date of Patent: February 19, 2013
    Assignee: Mtelligence Corporation
    Inventors: Alex Bates, Paul Rahilly, Scott MacNab, Gordon Brooks
  • Publication number: 20080271057
    Abstract: A server platform and a method to integrate a plurality of diverse plant floor equipment with at least one computerized management system in a manufacturing operational or maintenance system. The server platform includes a plurality of plant floor drivers adapted to communicatively interface with a plurality of diverse plant floor data sources. The server platform further includes at least one computerized management system driver adapted to communicatively interface with the at least one computerized management system. The server platform also includes a message translator adapted to broker communication between the plant floor data sources and the at least one computerized management system using an open standard. The server platform, using the open standard, enables a universal enterprise type taxonomy across the plant floor data sources and the at least one computerized management system.
    Type: Application
    Filed: April 26, 2007
    Publication date: October 30, 2008
    Applicant: MTELLIGENCE CORPORATION
    Inventors: Alex BATES, Paul RAHILLY, Scott MACNAB, Gordon BROOKS