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1.发明申请公开(公告)号：US20180107965A1
公开(公告)日：2018-04-19
申请号：US15292489
申请日：2016-10-13
Applicant: General Electric Company
Inventor： Rajeev Krishnan Namboothiri , Srinivas Bollapragada , Adam Rasheed , Babu Ozhur Narayanan , Ibraheem Mansour AlTassan , Ahmed Yousry Mostafa Khattab , Tariq Sharaf Eldin , AMR Mahmoud Sonbol , Muhammad Jamshed , Can Kiliboz
IPC: G06Q10/06
CPC classification number: G06Q10/063116 , G06Q10/063112 , G06Q10/063118 , G06Q10/1097 , G06Q50/06
Abstract: A system for allocating field engineers to perform maintenance tasks according to a generated allocation schedule, the maintenance tasks occurring during a planning cycle at customer power plants dispersed within a territory. The system may include a database that stores data related to field engineer and task constraints. The system may further include a computing device configured to: receive an input defining an objective function; using the database, determine an occurring group of the maintenance tasks during the planning cycle; using the database, determine an available group of the field engineers during the planning cycle; using the database, import the task constraints that correspond to the occurring group of maintenance tasks; using the database, import the field engineer constraints that correspond the available group of the field engineers; given the imported task and field engineer constraints, generate an optimized version of the allocation schedule pursuant to the objective function.
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公开(公告)号：US20170323240A1
公开(公告)日：2017-11-09
申请号：US15346610
申请日：2016-11-08
Applicant: General Electric Company
Inventor： Christopher Donald Johnson , David S. Toledano , Adam Rasheed , Aristotelis E. Thanos
IPC: G06Q10/06
CPC classification number: G06Q10/06315 , G06Q10/04 , G06Q10/06313 , G06Q10/06314 , G06Q10/0635 , G06Q10/067 , G06Q10/087 , G06Q10/1093 , G06Q10/20 , G06Q30/018 , G06Q50/14 , G07C5/0841 , Y02P90/86
Abstract: A method of presenting a recommendation in a user interface for use in optimization operation of industrial assets. Digital twins are generated for a set of industrial assets. The digital twins include data structures representing estimated 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. The cumulative damage models modeling the effects of exogenous factors on the operation of the set of industrial assets over the time period. Based on an uncertainty level of at least one of the estimated states transgressing an uncertainty threshold, directed actual state data is requested from an inspection system deployed in a field of at least one of the industrial assets. Based on a receiving of the actual state data, the data structures are updated to include the actual state data. The uncertainty level of the estimated states of each of the plurality of subsystems is also updated. The digital twins are continuously analyzed to determine a recommendation pertaining to operation of the industrial assets. The optimization is calculated to increase a net present value of the industrial assets or decrease an economic risk associated with the operation of the industrial assets.
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公开(公告)号：US10520937B2
公开(公告)日：2019-12-31
申请号：US15429515
申请日：2017-02-10
Applicant: General Electric Company
Inventor： Adam Rasheed , David Toledano , Christopher Johnson
IPC: G05B23/02
Abstract: According to some embodiments, system and methods are provided, comprising an installed product, including a plurality of components; a computer programmed with a damage metric model for the installed product, the damage metric model for providing an estimate of an extent of damage on one or more components; the computer programmed with a dynamic process control model for providing a dynamic response of the installed product with respect to its one or more operating parameters; the computer further programmed with a true-up model for providing a control action to reduce an uncertainty of the estimate provided by the damage metric model; the computer including a processor and a memory in communication with the processor, the memory storing the damage metric model and the true-up model; the memory storing additional program instructions, the processor operative with the additional program instructions to perform functions as follows: receiving an estimate output of the damage metric model, wherein the output includes the estimate of the extent of damage on the one or more components; generating, via the dynamic process control model, an operating response of the installed product to the received estimate output; in response to receipt of the estimate output, executing the true-up model; and generating, via execution of the true-up model, the plan to reduce uncertainty of the estimate output. Numerous other aspects are provided.
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4.发明授权公开(公告)号：US10101752B2
公开(公告)日：2018-10-16
申请号：US15252554
申请日：2016-08-31
Applicant: General Electric Company
Inventor： Adam Rasheed , Abha Moitra , Aisha Yousuf , Jinfeng Zhang
Abstract: A hydrocarbon extractor (HE) evaluator system includes a central controller and an HE evaluator model that includes a hierarchical equipment model of heterogeneous HE type, subtype, and property, a plurality of rules arrangeable as a hierarchical equipment rule set, and as a hierarchical well feature rule set, a rules engine, the hierarchical well feature rule set formatted for a multi-factor comparison by the rules engine between heterogeneous HE types from disparate sources applied to the hierarchical equipment model. The rules engine configured to apply rules using class structure and one or more categories to an extracted portion of the hierarchical equipment model to generate results displayable to a user for determination of an HE type suitable for a particular well. A method for evaluating HE types and a non-transitory computer-readable medium containing instructions for a processor to perform the method are also disclosed.
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公开(公告)号：USD799527S1
公开(公告)日：2017-10-10
申请号：US29578871
申请日：2016-09-26
Applicant: General Electric Company
Designer： Adam Rasheed , Jonathan Arnowitz
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Patent Agency Ranking
公开(公告)号：US10318904B2
公开(公告)日：2019-06-11
申请号：US15346605
申请日：2016-11-08
Applicant: General Electric Company
Inventor： Christopher Donald Johnson , Ilkin Onur Dulgeroglu , David S. Toledano , Adam Rasheed , Aristotelis E. Thanos
Abstract: A method of generating a recommendation of terms of an aircraft services contract is disclosed. Operations data pertaining to a planned usage of each aircraft of a fleet of aircraft is received. The operations data pertains to the fleet of aircraft for which an aircraft services customer seeks to enter into a services contract with an aircraft services provider. The operations data includes flight schedule data and flight policy data specific to each of the aircraft. Historical data pertaining to actual usage of other fleets of aircraft with respect to the flight schedule data and the flight policy data is analyzed. The analyzing includes generating an estimation of a risk associated with the services contract from the perspective of the aircraft services provider. An acceptable price for the services contract is generated such that the risk is mitigated from the perspective of the services provider. The terms pertaining to the service contract are communicated for presentation in a user interface. The terms include the acceptable price with respect to the operations data and the flight policy data.
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公开(公告)号：US20170323239A1
公开(公告)日：2017-11-09
申请号：US15346585
申请日：2016-11-08
Applicant: General Electric Company
Inventor： Christopher Donald Johnson , Ilkin Onur Dulgeroglu , David S. Toledano , Adam Rasheed , Aristotelis E. Thanos
CPC classification number: G06Q10/06315 , G06Q10/04 , G06Q10/06313 , G06Q10/06314 , G06Q10/0635 , G06Q10/067 , G06Q10/087 , G06Q10/1093 , G06Q10/20 , G06Q30/018 , G06Q50/14 , G07C5/0841 , Y02P90/86
Abstract: A method of providing a first set of computer systems with access to a recommendation pertaining to operation of one aircraft in one or more fleets of aircraft is disclosed. Operations data is collected at the first set of computer systems. The operations data pertains to operations of the one or more fleets of aircraft over a time period. The operations data is stored in one or more databases of a second set of computer systems. The operations data includes values corresponding to fields in the one or more databases. The fields represent at least one of policy data pertaining to one or more operations policies, flight schedule data pertaining to one or more flight schedules, and operating cost data pertaining to operating costs associated with the one or more fleets of aircraft. Assumptions of control input values are derived for use by the first set of computer systems based on the operations data. A cost savings analysis is performed with a simulation system for at least one aircraft of the one or more fleets of aircraft, the cost savings analysis including identifying a modification of at least one of the control input values. An estimated reduction of operating costs is computed for the aircraft over one or more time periods. The computing is based on comparisons of a first subset of the operations data with a second subset of the operations data.
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8.发明申请公开(公告)号：US20170323231A1
公开(公告)日：2017-11-09
申请号：US15346605
申请日：2016-11-08
Applicant: General Electric Company
Inventor： Christopher Donald Johnson , Ilkin Onur Dulgeroglu , David S. Toledano , Adam Rasheed , Aristotelis E. Thanos
CPC classification number: G06Q10/06315 , G06Q10/04 , G06Q10/06313 , G06Q10/06314 , G06Q10/0635 , G06Q10/067 , G06Q10/087 , G06Q10/1093 , G06Q10/20 , G06Q30/018 , G06Q50/14 , G07C5/0841 , Y02P90/86
Abstract: A method of generating a recommendation of terms of an aircraft services contract is disclosed. Operations data pertaining to a planned usage of each aircraft of a fleet of aircraft is received. The operations data pertains to the fleet of aircraft for which an aircraft services customer seeks to enter into a services contract with an aircraft services provider. The operations data includes flight schedule data and flight policy data specific to each of the aircraft. Historical data pertaining to actual usage of other fleets of aircraft with respect to the flight schedule data and the flight policy data is analyzed. The analyzing includes generating an estimation of a risk associated with the services contract from the perspective of the aircraft services provider. An acceptable price for the services contract is generated such that the risk is mitigated from the perspective of the services provider. The terms pertaining to the service contract are communicated for presentation in a user interface. The terms include the acceptable price with respect to the operations data and the flight policy data.
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公开(公告)号：US10318903B2
公开(公告)日：2019-06-11
申请号：US15346595
申请日：2016-11-08
Applicant: General Electric Company
Inventor： Christopher Donald Johnson , David S. Toledano , Victor Manuel Perez , Garry Marchment , Reejo Mathew , Nitish Umang , Adam Rasheed , Aristotelis E. Thanos
Abstract: A method of providing a first set of computer systems with access to a recommendation pertaining to operation of one or more assets based on the one or more assets being in revenue service or in repair is disclosed. Operations data and inspection data is collected at the first set of computer systems. The operations data and inspection data pertains to operating asset states of one or more fleets of aircraft over a time period. The operations data and the inspection data is stored in one or more databases of a second set of computer systems. Assumptions of control input values are derived for use by the first set of computer systems based on the operations data and the inspection data. A financial objective and constraints analysis is performed with a simulation system for one or more assets of the one or more fleets of aircraft. The cost savings analysis includes identifying a modification of at least one of a set of the control input values. An estimated reduction of forecast error related to operating and service costs is computed for the one or more assets over one or more time periods. The identifying is based on comparisons of a first subset of the operations data and the inspection data with a second subset of the operations data and the inspection data. The first set of computer systems is provided with access to the recommendation pertaining to operation of the one or more assets.
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公开(公告)号：US20170323403A1
公开(公告)日：2017-11-09
申请号：US15346595
申请日：2016-11-08
Applicant: General Electric Company
Inventor： Christopher Donald Johnson , David S. Toledano , Victor Manuel Perez , Garry Marchment , Reejo Mathew , Nitish Umang , Adam Rasheed , Aristotelis E. Thanos
CPC classification number: G06Q10/06315 , G06Q10/04 , G06Q10/06313 , G06Q10/06314 , G06Q10/0635 , G06Q10/067 , G06Q10/087 , G06Q10/1093 , G06Q10/20 , G06Q30/018 , G06Q50/14 , G07C5/0841 , Y02P90/86
Abstract: A method of providing a first set of computer systems with access to a recommendation pertaining to operation of one or more assets based on the one or more assets being in revenue service or in repair is disclosed. Operations data and inspection data is collected at the first set of computer systems. The operations data and inspection data pertains to operating asset states of one or more fleets of aircraft over a time period. The operations data and the inspection data is stored in one or more databases of a second set of computer systems. Assumptions of control input values are derived for use by the first set of computer systems based on the operations data and the inspection data. A financial objective and constraints analysis is performed with a simulation system for one or more assets of the one or more fleets of aircraft. The cost savings analysis includes identifying a modification of at least one of a set of the control input values. An estimated reduction of forecast error related to operating and service costs is computed for the one or more assets over one or more time periods. The identifying is based on comparisons of a first subset of the operations data and the inspection data with a second subset of the operations data and the inspection data The first set of computer systems is provided with access to the recommendation pertaining to operation of the one or more assets.
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