Optimized PID tuning for the automatic control of neuromuscular blockade

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2018

Autores

Merigo, L (Autor) Outra; Padula, F (Autor) Outra; Latronico, N (Autor) Outra; Mendonca, T (Autor) FCUP; Paltenghi, M (Autor) Outra; Rocha, P (Autor) FEUP; Visioli, A (Autor) Outra

Ata de Conferência Internacional

Título: IFAC PAPERSONLINE

Páginas: 66-71

3rd IFAC Conference on Advances in Proportional-Integral-Derivative Control (PID)

Ghent Univ, Ghent, BELGIUM, MAY 09-11, 2018

Indexação

ISI Web of Knowledge - 5 Citações

Scopus - 9 Citações

Outras Informações

ID Authenticus: P-00P-GQV

DOI: 10.1016/j.ifacol.2018.06.032

Abstract (EN): In this paper we propose a PID-based control scheme for the automatic regulation of the neuromuscular blockade level during surgery. In particular, we introduce an optimized tuning of the PID controller parameters based on a standard set of patient models presented in literature. The tuning procedure is based on the solution of a min-max multiobjective optimization problem that takes into account the control performance, the control effort and the robustness. A genetic algorithm is used to solve the optimization problem and to find the optimal tuning. Then, in order to evaluate the control systems robustness, the optimal PID controller is tested in simulation on a database of patient models estimated from real data. The obtained results demonstrate that the performance achieved by considering an optimized PID tuning satisfies the clinical specifications and is robust to the inter-patient variability.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 6