Controlling aircraft operations and aircraft engine components assignment
First Claim
1. A system comprising:
- one or more processors;
one or more modules incorporated into a memory, the one or more modules configuring the one or more processors to, at least;
simulate digital twins of a set of industrial assets, the simulated digital twins including virtual data structures representing states of each of a plurality of subsystems of the set of industrial assets over a time period based on an application of simulations using cumulative damage models that model effects of exogenous factors on an operation of the set of industrial assets over the time period;
determine an optimized control of operations of the set of industrial assets based on the simulation of the digital twins, the optimized control of operations calculated to jointly and severally increase the specified operating performance criteria in time present and future of the industrial assets or decrease an economic risk associated with the operation of the industrial assets, within a specified probability; and
display a recommendation in a user interface for use in optimizing the operation of the industrial assets or automatically change operating setpoints pertaining to the industrial assets.
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Accused Products
Abstract
A method of providing a recommendation for optimizing operations of a set of industrial assets is disclosed. Digital twins of the set of industrial assets are generated. The digital twins include data structures representing states of each of a plurality of subsystems of the set of industrial assets over a time period. The states are estimated based on an application of simulations using cumulative damage models. The cumulative damage models model the effects of exogenous factors on the operation of the set of industrial assets over the time period. The digital twins are analyzed with respect to simulated operating performances to determine an optimized control of operations of the industrial assets. The optimized control of operations is calculated to jointly and severally to increase the specified operating performance criteria in time present and future of the industrial assets or decrease an economic risk associated with the operation of the industrial assets, within a specified probability. The recommendation is presented in a user interface for use in optimizing the operation of the industrial assets or automatically changing operating setpoints pertaining to the industrial assets.
69 Citations
20 Claims
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1. A system comprising:
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one or more processors; one or more modules incorporated into a memory, the one or more modules configuring the one or more processors to, at least; simulate digital twins of a set of industrial assets, the simulated digital twins including virtual data structures representing states of each of a plurality of subsystems of the set of industrial assets over a time period based on an application of simulations using cumulative damage models that model effects of exogenous factors on an operation of the set of industrial assets over the time period; determine an optimized control of operations of the set of industrial assets based on the simulation of the digital twins, the optimized control of operations calculated to jointly and severally increase the specified operating performance criteria in time present and future of the industrial assets or decrease an economic risk associated with the operation of the industrial assets, within a specified probability; and display a recommendation in a user interface for use in optimizing the operation of the industrial assets or automatically change operating setpoints pertaining to the industrial assets. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A method comprising:
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simulating digital twins of a set of industrial assets, the simulate digital twins including virtual data structures representing states of each of a plurality of subsystems of the set of industrial assets over a time period based on an application of simulations using cumulative damage models that model effects of exogenous factors on an operation of the set of industrial assets over the time period; determining an optimized control of operations of the set of industrial assets based on the simulation of the digital twins, the optimized control of operations calculated to jointly and severally increase the specified operating performance criteria in time present and future of the industrial assets or decrease an economic risk associated with the operation of the industrial assets, within a specified probability; and displaying a recommendation in a user interface for use in optimizing the operation of the industrial assets or automatically changing operating setpoints pertaining to the industrial assets. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A non-transitory machine readable medium embodying a set of instructions that, when executed by one or more processors, cause the processors to perform operations, the operations comprising:
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simulating digital twins of a set of industrial assets, the simulated digital twins including virtual data structures representing states of each of a plurality of subsystems of the set of industrial assets over a time period based on an application of simulations using cumulative damage models that model effects of exogenous factors on an operation of the set of industrial assets over the time period; determining an optimized control of operations of the set of industrial assets based on the simulation of the digital twins, the optimized control of operations calculated to jointly and severally increase the specified operating performance criteria in time present and future of the industrial assets or decrease an economic risk associated with the operation of the industrial assets, within a specified probability; and displaying a recommendation in a user interface for use in optimizing the operation of the industrial assets or automatically changing operating setpoints pertaining to the industrial assets. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification