International journal of computational fluid dynamics · 2006 · 21 citations · 15 references
EngineeringChemical EngineeringMechanical EngineeringCombustionOptimizationReaction EngineeringAdaptive Mesh RefinementChemical Kinetics ModelingCombustion KineticsCombustion ProcessesGlobal OptimizationOptimal ControlCombustion ControlCombustion OptimizationCoupled Partial Differential EquationsFlame TemperatureLaminar Flame SimulationMesh AdaptationNumerical Combustion SimulationReacting Flow Modeling
Controlling flame shapes and emissions is a major objective for all combustion engineers. Considering the complexity of reacting flows, novel optimization methods are required: this paper explores the application of control theory for partial differential equations to combustion. Both flame temperature and pollutant levels are optimized in a laminar Bunsen burner computed with complex chemistry using a recursive semi-deterministic global optimization algorithm. In order to keep the computational time low, the optimization procedure is coupled with mesh adaptation and incomplete gradient techniques.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
Vincent Giovangigli∥ · Science China Mathematics · 2011 · 318 citations
Heinz Pitsch, H. Barths, Nils Peters · SAE technical papers on CD-ROM/SAE technical paper series · 1996 · 264 citations