Success Story: TiPOFlow

Highlights Keywords Energy, Environment/Climate/Weather, Mechanical Engineering, Sequential Quadratic Programming (SQP), Data assimilation  Technologies used SP-Wind, Alpaqa4Scale, ParaOPT Challenge Wind farm control applications pose unique challenges because of the huge scale of the nonlinear PDE-constrained optimization problems involved, and due to the real-time requirements of feedback control. Parallelization in the three space dimensions alone has diminishing returns, caused by communication overhead, necessitating further parallelization in the time dimension. However, parallel-in-time multiple shooting techniques introduce additional constraints … Continue reading Success Story: TiPOFlow