Space mapping-focused control techniques for particle dispersions in fluids

作者：Marheineke Nicole^*; Pinnau Rene; Resendiz Edgar

来源：Optimization and Engineering, 2012, 13(1): 101-120.

DOI：10.1007/s11081-011-9150-6

• Space mapping technique
• Stochastic control
• Optimal control
• Instantaneous control
• Tracking problem
• Particle dynamics
• Navier-Stokes equations
• k-epsilon turbulence model

We present and investigate techniques for optimizing particle dispersions in all kinds of Reynolds number flows. In particular, we show the range of application, power and efficiency of space mapping approaches that are based on a hierarchy of models ranging from a complex (fine, accurate, costly) to simple (coarse, rough, cheap) model. Space mapping turns out to be a reasonable approximation to optimal control and a competitive alternative to instantaneous control regarding speed and memory demands when dealing with complex, non-stationary problems. Moreover it allows the easy and efficient treatment of stochastic design problems. To control random particle dynamics in a turbulent flow, we suggest a Monte-Carlo aggressive space mapping algorithm which yields very convincing numerical results.

• 出版日期2012-3