Concepedia

Computer-aided molecular product-process design under property uncertainties – A Monte Carlo based optimization strategy

Jérôme Frutiger, Stefano Cignitti, Jens Abildskov, John M. Woodley, Gürkan Sin

Computers & Chemical Engineering · 2018 · 38 citations · 44 references

Open access

Concepts

ArchitectureChemical EngineeringComputational EngineeringDesign OptimizationOptimizationProcess Systems EngineeringMonte Carlo MethodsMonte Carlo SimulationOptimization Under UncertaintyProcess EngineeringProcess OptimizationRobust Design OptimizationMonte Carlo EstimationRobust Process OptimizationSystematic UncertaintiesUncertainty-aware Design Optimization

References

44

Robust Estimation of a Location Parameter

Peter J. Huber · The Annals of Mathematical Statistics · 1964 · 7K citations · Full text

Business, Decision Sciences, Spatial Statistics +14

Equilibrium constants from a modified Redlich-Kwong equation of state

Giorgio Soave · Chemical Engineering Science · 1972 · 6.2K citations

Natural Sciences, Chemical Engineering, Physics +11

Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems

J.C. Helton, F.J. Davis · Reliability Engineering & System Safety · 2003 · 2.6K citations

Computing, Mathematics, Physics +14

Robust Convex Optimization

Aharon Ben‐Tal, Arkadi Nemirovski · Mathematics of Operations Research · 1998 · 2.6K citations

Natural Sciences, Computer Science, Mathematics +14

ESTIMATION OF PURE-COMPONENT PROPERTIES FROM GROUP-CONTRIBUTIONS

Kevin G. Joback, Robert C. Reid · Chemical Engineering Communications · 1987 · 2K citations

Natural Sciences, Materials Engineering, Materials Science +14