Title :
Multistage procedure for PI controller design of the Boiler Benchmark problem
Author :
Helem Sabina Sánchez;Gilberto Reynoso-Meza;Ramon Vilanova;Xavier Blasco
Author_Institution :
Departament de Telecomunicació
Abstract :
An multistage approach is proposed merging a deterministic and evolutionary algorithm for PI controller tuning. This technique is formulated through design of a multi-objective optimization procedure, to ensure the construction of Pareto frontier that guarantee well distribution and exclude the non-Pareto and local Pareto points. This procedure focuses on reliability-based optimization instances. To validate the approach, we will consider the Boiler Control Benchmark. The results of its usefulness for controller tuning is demonstrated.
Keywords :
"Optimization","Boilers","Benchmark testing","Tuning","Mathematical model","Robustness"
Conference_Titel :
Emerging Technologies & Factory Automation (ETFA), 2015 IEEE 20th Conference on
DOI :
10.1109/ETFA.2015.7301547