Methods and systems to develop an experience-based probabilistic lifing process
First Claim
1. A system for facilitating a probabilistic mission mix-based lifing process for turbine engine systems and sub-systems, said system comprising:
- at least one computer configured as a server, said server containing a database, said server configured to;
store within said database operational data for at least one turbine engine, a plurality of cool-down curves for said at least one turbine engine, a plurality of different start types for said at least one turbine engine, at least one operating strategy and a design useful life of said at least one turbine engine;
analyze said operational data stored within said database;
develop at least one histogram and at least one probabilistic model using said operational data and store said at least one histogram and said at least one probabilistic model within said database;
determine a mission mix for said at least one operating strategy;
perform a simulation of said at least one probabilistic model combined with turbine engine cyclic life expenditure data of said at least one turbine engine;
obtain a probability distribution of a total cyclic life expenditure by extending a life expended over said design useful life of said at least one turbine engine; and
optimize a total turbine engine run-time.
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Abstract
A method of facilitating a probabilistic lifting process is provided. The method includes obtaining operational data for at least one turbine engine, defining a plurality of cool-down curves for the at least one turbine engine, identifying a plurality of different start types of the at least one turbine engine, and developing a formula for the at least one turbine engine. The method also includes determining an operating strategy and establishing a design useful life for the at least one turbine engine, developing at least one histogram and a probabilistic model using the operational data, and determining a mission mix for the operating strategy by performing a simulation of the probabilistic model combined with cyclic life expenditure data of the at least one turbine engine.
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Citations
12 Claims
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1. A system for facilitating a probabilistic mission mix-based lifing process for turbine engine systems and sub-systems, said system comprising:
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at least one computer configured as a server, said server containing a database, said server configured to; store within said database operational data for at least one turbine engine, a plurality of cool-down curves for said at least one turbine engine, a plurality of different start types for said at least one turbine engine, at least one operating strategy and a design useful life of said at least one turbine engine; analyze said operational data stored within said database; develop at least one histogram and at least one probabilistic model using said operational data and store said at least one histogram and said at least one probabilistic model within said database; determine a mission mix for said at least one operating strategy; perform a simulation of said at least one probabilistic model combined with turbine engine cyclic life expenditure data of said at least one turbine engine; obtain a probability distribution of a total cyclic life expenditure by extending a life expended over said design useful life of said at least one turbine engine; and optimize a total turbine engine run-time. - View Dependent Claims (2, 3, 4, 5, 6)
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7. An apparatus for facilitating a probabilistic mission mix-based turbine engine system and sub-system lifing process, said apparatus comprising:
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means for storing operational data for at least one turbine engine, a plurality of cool-down curves for said at least one turbine engine, a plurality of different start types for said at least one turbine engine, at least one operating strategy and a design useful life of said at least one turbine engine; means for analyzing said operational data stored within said database; means for developing at least one histogram and at least one probabilistic model using said operational data and means for storing said at least one histogram and said at least one probabilistic model, wherein said means for developing at least one histogram comprise a means for optimizing a total turbine engine run-time; means for determining a mission mix for said at least one operating strategy; means for performing a simulation of said at least one probabilistic model combined with cyclic life expenditure data; and means for calculating a life expended during said simulation using said cyclic life expenditure data. - View Dependent Claims (8, 9, 10, 11, 12)
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Specification