Matches in SemOpenAlex for { <https://semopenalex.org/work/W2058194385> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W2058194385 abstract "While Robust Optimization has been utilized for a variety of design problems, application of Robust Design to the control of large-scale systems presents unique challenges to assure rapid convergence of the solution. Specifically, the need to account for uncertainty in the optimization loop can lead to a prohibitively expensive optimization using existing methods when using robust optimization for control. In this work, a robust optimization framework suitable for operational control of large scale systems is presented. To enable this framework, robust optimization uses a utility function for the objective, dimension reduction in the uncertainty space, and a new algorithm for evaluating probabilistic constraints. The proposed solution accepts the basis in utility theory, where the goal is to maximize expected utility. This allows analytic gradient and Hessian calculations to be derived to reduce the number of iterations required. Dimension reduction reduces uncertain functions to low dimensional parametric uncertainty while the new algorithm for evaluating probabilistic constraints is specifically formulated to reuse information previously generated to estimate the robust objective. These processes reduce the computational expense to enable robust optimization to be used for operational control of a large-scale system. The framework is applied to a multiple-dam hydropower revenue optimization problem, then the solution is compared with the solution given by a non-probabilistic safety factor approach. The solution given by the framework is shown to dominate the other solution by improving upon the expected objective as well as the joint failure probability." @default.
- W2058194385 created "2016-06-24" @default.
- W2058194385 creator A5018824984 @default.
- W2058194385 creator A5043403409 @default.
- W2058194385 creator A5049621886 @default.
- W2058194385 creator A5055747527 @default.
- W2058194385 date "2014-08-17" @default.
- W2058194385 modified "2023-09-27" @default.
- W2058194385 title "Applying Robust Design Optimization to Large Systems" @default.
- W2058194385 doi "https://doi.org/10.1115/detc2014-35244" @default.
- W2058194385 hasPublicationYear "2014" @default.
- W2058194385 type Work @default.
- W2058194385 sameAs 2058194385 @default.
- W2058194385 citedByCount "1" @default.
- W2058194385 countsByYear W20581943852013 @default.
- W2058194385 crossrefType "proceedings-article" @default.
- W2058194385 hasAuthorship W2058194385A5018824984 @default.
- W2058194385 hasAuthorship W2058194385A5043403409 @default.
- W2058194385 hasAuthorship W2058194385A5049621886 @default.
- W2058194385 hasAuthorship W2058194385A5055747527 @default.
- W2058194385 hasConcept C105795698 @default.
- W2058194385 hasConcept C117251300 @default.
- W2058194385 hasConcept C122357587 @default.
- W2058194385 hasConcept C126255220 @default.
- W2058194385 hasConcept C137836250 @default.
- W2058194385 hasConcept C154945302 @default.
- W2058194385 hasConcept C164088818 @default.
- W2058194385 hasConcept C193254401 @default.
- W2058194385 hasConcept C203616005 @default.
- W2058194385 hasConcept C28826006 @default.
- W2058194385 hasConcept C33923547 @default.
- W2058194385 hasConcept C41008148 @default.
- W2058194385 hasConcept C49937458 @default.
- W2058194385 hasConcept C68781425 @default.
- W2058194385 hasConcept C92995354 @default.
- W2058194385 hasConceptScore W2058194385C105795698 @default.
- W2058194385 hasConceptScore W2058194385C117251300 @default.
- W2058194385 hasConceptScore W2058194385C122357587 @default.
- W2058194385 hasConceptScore W2058194385C126255220 @default.
- W2058194385 hasConceptScore W2058194385C137836250 @default.
- W2058194385 hasConceptScore W2058194385C154945302 @default.
- W2058194385 hasConceptScore W2058194385C164088818 @default.
- W2058194385 hasConceptScore W2058194385C193254401 @default.
- W2058194385 hasConceptScore W2058194385C203616005 @default.
- W2058194385 hasConceptScore W2058194385C28826006 @default.
- W2058194385 hasConceptScore W2058194385C33923547 @default.
- W2058194385 hasConceptScore W2058194385C41008148 @default.
- W2058194385 hasConceptScore W2058194385C49937458 @default.
- W2058194385 hasConceptScore W2058194385C68781425 @default.
- W2058194385 hasConceptScore W2058194385C92995354 @default.
- W2058194385 hasLocation W20581943851 @default.
- W2058194385 hasOpenAccess W2058194385 @default.
- W2058194385 hasPrimaryLocation W20581943851 @default.
- W2058194385 hasRelatedWork W1488428732 @default.
- W2058194385 hasRelatedWork W2012956850 @default.
- W2058194385 hasRelatedWork W2031990947 @default.
- W2058194385 hasRelatedWork W2042373516 @default.
- W2058194385 hasRelatedWork W2045126999 @default.
- W2058194385 hasRelatedWork W2088651230 @default.
- W2058194385 hasRelatedWork W2155127827 @default.
- W2058194385 hasRelatedWork W2164280077 @default.
- W2058194385 hasRelatedWork W2266315004 @default.
- W2058194385 hasRelatedWork W2297606720 @default.
- W2058194385 hasRelatedWork W2341375672 @default.
- W2058194385 hasRelatedWork W2558372576 @default.
- W2058194385 hasRelatedWork W2576677224 @default.
- W2058194385 hasRelatedWork W2883821306 @default.
- W2058194385 hasRelatedWork W2889701600 @default.
- W2058194385 hasRelatedWork W2942200966 @default.
- W2058194385 hasRelatedWork W2972122142 @default.
- W2058194385 hasRelatedWork W2991163611 @default.
- W2058194385 hasRelatedWork W3201550974 @default.
- W2058194385 hasRelatedWork W40204079 @default.
- W2058194385 isParatext "false" @default.
- W2058194385 isRetracted "false" @default.
- W2058194385 magId "2058194385" @default.
- W2058194385 workType "article" @default.