Inicio > Tecnología, ingeniería, agricultura > Tecnología: cuestiones generales > Ingeniería: general > Nonlinear Predictive Control Using Wiener Models
Nonlinear Predictive Control Using Wiener Models

Nonlinear Predictive Control Using Wiener Models

Maciej Ławryńczuk

47,49 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2021
Materia
Ingeniería: general
ISBN:
9783030838164
47,49 €
IVA incluido
Disponible

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)
Sobre IBD

This book presents computationally efficient MPC solutions. The classical model predictive control (MPC) approach to control dynamical systems described by the Wiener model uses an inverse static block to cancel the influence of process nonlinearity. Unfortunately, the model’s structure is limited, and it gives poor control quality in the case of an imperfect model and disturbances. An alternative is to use the computationally demanding MPC scheme with on-line nonlinear optimisation repeated at each sampling instant.A linear approximation of the Wiener model or the predicted trajectory is found on-line. As a result, quadratic optimisation tasks are obtained. Furthermore, parameterisation using Laguerre functions is possible to reduce the number of decision variables. Simulation results for ten benchmark processes show that the discussed MPC algorithms lead to excellent control quality. For a neutralisation reactor and a fuel cell, essential advantages ofneural Wiener models are demonstrated.

Artículos relacionados

  • Video Surveillance Techniques and Technologies
    Vesna Zeljkovic
    Security video surveillance systems, such as homeland security and national defense, rely on specific mathematical algorithms in order to run effectively. It is essential for these parameters to be understood in order to design and create a successful system. Video Surveillance Techniques and Technologies presents empirical research and acquired experience on the original solut...
  • Swarm Intelligence for Electric and Electronic Engineering
    With growing developments in artificial intelligence and focus on swarm behaviors; algorithms have been utilized in solving a variety of problems in the field of engineering. This approach has been specifically suited to face the challenges in electric and electronic engineering. Swarm Intelligence for Electric and Electronic Engineering provides an exchange of knowledge on the...
  • Multirate Systems
    Gordana Jovanovic-Dolecek
    ...
  • Advanced Instrument Engineering
    Lay-Ekuakille
    Measurement technologies and instrumentation have a multidisciplinary impact in the field of applied sciences. These engineering technologies are necessary in processing information required for renewable energy, biotechnology, power quality, and nanotechnology. Advanced Instrument Engineering: Measurement, Calibration, and Design presents theoretical and practical aspects on t...
  • Linear Systems Theory
    João P. Hespanha
    A fully updated textbook on linear systems theoryLinear systems theory is the cornerstone of control theory and a well-established discipline that focuses on linear differential equations from the perspective of control and estimation. This updated second edition of Linear Systems Theory covers the subject’s key topics in a unique lecture-style format, making the book easy to ...
  • Instrument Transformers
    P.K. Pattanaik
    "Instrument Transformers" serves as an indispensable guide for electrical engineers and professionals navigating the complexities of measuring high-voltage currents and potentials. In the realm of electrical engineering, direct measurement of voltages and currents in the "kilo" or "mega" range presents significant challenges, not only due to the sheer magnitude of these values ...
    Disponible

    39,10 €

Otros libros del autor

  • Nonlinear Predictive Control Using Wiener Models
    Maciej Ławryńczuk
    This book presents computationally efficient MPC solutions. The classical model predictive control (MPC) approach to control dynamical systems described by the Wiener model uses an inverse static block to cancel the influence of process nonlinearity. Unfortunately, the model’s structure is limited, and it gives poor control quality in the case of an imperfect model and disturba...
    Disponible

    210,30 €

  • Nonlinear Predictive Control Using Wiener Models
    Maciej Ławryńczuk
    This book presents computationally efficient MPC solutions. The classical model predictive control (MPC) approach to control dynamical systems described by the Wiener model uses an inverse static block to cancel the influence of process nonlinearity. Unfortunately, the model’s structure is limited, and it gives poor control quality in the case of an imperfect model and disturba...