Optimal Load Sharing of Parallel Compressors via Modifier Adaptation

PREDRAG MILOSAVLJEVIC; ANDREA CORTINOVIS; ALEJANDRO G. MARCHETTI; TIMM FAULWASSER; MEHMET MERCANGOEZ; DOMINIQUE BONVIN

Buenos Aires

Conferencia; IEEE Multi-Conference on Systems and Control 2016; 2016

IEEE

We discuss optimal load sharing of parallel gas compressors in the presence of plant-model mismatch. We formulate this problem as a static real-time optimization task and propose to tackle it by means of modifier adaptation.Under mild assumptions, the chosen approach guarantees optimal operating conditions upon convergence. Furthermore, we discuss how the specific problem structure can be exploited to estimate the plant gradients efficiently during process operation. Finally, we draw upon simulated case studies for two and six compressors to demonstrate the applicability and effectiveness of the proposed real-time optimization approach.