Polynomial Chaos Expansion for Parametric Problems in Engineering Systems: A Review
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DOI: 10.1109/jsyst.2019.2957664
Abstract: In engineering systems with uncertain parameters, it is crucial for system analysis and control to analyze the relationship between these uncertain parameters and system outputs (or states). Nevertheless, the acquisition of this parameter-output function, termed… read more here.
Keywords: polynomial chaos; pce; engineering systems; parametric problems ... See more keywords
Arbitrarily Sparse Polynomial Chaos Expansion for High-Dimensional Parametric Problems: Parametric and Probabilistic Power Flow as an Example
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DOI: 10.1109/jsyst.2021.3131479
Abstract: Parameters, no matter whether they are uncontrollable uncertainty factors or controllable variables, have a great impact on the states and performances of continuous engineering systems. Acquiring an explicit expression of the complicated implicit function between… read more here.
Keywords: polynomial chaos; parametric problems; power; chaos expansion ... See more keywords