Controle Preditivo Econômico baseado em dados entrada/saída aplicado em um poço de petróleo

  • João Bernardo Aranha Ribeiro Instituto Federal do Amazonas, AM / Departamento de Automação e Sistemas, Universidade Federal de Santa Catarina, SC
  • José Dolores Vergara Dietrich Universidade Tecnológica Federal do Paraná, PR
  • Julio Elias Normey-Rico Departamento de Automação e Sistemas, Universidade Federal de Santa Catarina, SC
Keywords: MPC, Disturbance Estimator, Realigned Model, Gradient-based approach, Gas-lift optimization

Abstract

We propose a simplified economic predictive controller (EMPC) for supervisory control of an oil producing well. 6he proposed controller uses a gradient-based methodology to approximate an economic function. We change the controller to depend on a disturbance estimator and input/output data. Finally, we test this linear EMPC in a scenario considering disturbances and noise. The proposed controller always tends to the optimal economic point.
Published
2023-10-18