Model predictive and linear quadratic Gaussian control of a wind turbine
نویسندگان
چکیده
منابع مشابه
Model Predictive and Linear Quadratic Gaussian Control of a Wind Turbine
Model Predictive and Linear Quadratic Gaussian controllers are designed for a 5MW variable-speed pitchregulated wind turbine for three operating points – below rated wind speed, just above rated wind speed, and above rated wind speed. The controllers are designed based on two different linear dynamic models (at each operating point) of the same wind turbine to study the effect of utilising diff...
متن کاملModel Predictive Control of a Wind Turbine
This work gives a short overview of the role that model predictive control has in the development of the advanced wind turbine control algorithms. The advantages of model predictive control compared to conventional controllers involved in wind turbine control are outlined. Wind turbine model predictive speed controller based on identified piecewise affine discrete-time statespace model is desig...
متن کاملFault-tolerant model predictive control of a wind turbine benchmark
This paper aims to solve the fault tolerant control problem of a wind turbine benchmark. A hierarchical controller with model predictive pre-compensators, a global model predictive controller and a supervisory controller is proposed. In the model predictive pre-compensator, an extended Kalman Filter is designed to estimate the system states and various fault parameters. Based on the estimation,...
متن کاملPredictive Inverse Optimal Control for Linear-Quadratic-Gaussian Systems
Proof of Lemma 1. The previously developed theory of maximum causal entropy [28] shows the causally conditioned probability distribution defined according to affine constraint (15),(16) and (18) are equivalent to it defined by the decomposition into a product of conditional probabilities (35),(36). Then, we show partial observability constraint (17) implies (37). ∀�u1:T ∈ � U1:T , �x1:T ,x1:T ∈...
متن کاملConstrained Model Predictive Control of Low-power Industrial Gas Turbine
Nowadays, extensive research has been conducted for gas turbine engines control due to growing importance of gas turbine engines for different industries and the need to design a suitable control system for a gas turbine as the heart of the industry. In order to design gas turbine control system, various control variables can be used, but in the meantime, fuel flow inserting into combustion cha...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Optimal Control Applications and Methods
سال: 2016
ISSN: 0143-2087
DOI: 10.1002/oca.2244