A review: State estimation based on hybrid models of Kalman filter and neural network
S Feng, X Li, S Zhang, Z Jian, H Duan… - Systems Science & …, 2023 - Taylor & Francis
In this paper, hybrid models of Kalman filter and neural network for state estimation are
reviewed of their corresponding academic achievements, the creation of which is a …
reviewed of their corresponding academic achievements, the creation of which is a …
Temperature control of industrial coke furnace using novel state space model predictive control
This paper proposes an enhanced model predictive control (MPC) using a new state space
structure for temperature control of an industrial coke furnace. The advantage of the …
structure for temperature control of an industrial coke furnace. The advantage of the …
Temperature homogenization of a solar trough field for performance improvement
Optimal operation of solar plant is a challenge due to the multiple disturbances affecting the
plant. Research in optimal temperature set-point tracking is extensive whereas research …
plant. Research in optimal temperature set-point tracking is extensive whereas research …
Adaptive UKF-based model predictive control of a Fresnel collector field
One of the ways to improve the efficiency of solar energy plants is by using advanced control
and optimization algorithms. In particular, model predictive control strategies have been …
and optimization algorithms. In particular, model predictive control strategies have been …
Nonlinear generalized predictive control of the crystal diameter in CZ-Si crystal growth process based on stacked sparse autoencoder
D Liu, N Zhang, L Jiang, XG Zhao… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
A new control structure with constant pulling speed for growing high-quality crystal in the
Czochralski (CZ) method is presented in this brief. In this control structure, the pulling speed …
Czochralski (CZ) method is presented in this brief. In this control structure, the pulling speed …
Event-based MPC for defocusing and power production of a parabolic trough plant under power limitation
Optimal operation of a solar plant is generally understood as a tracking of the optimal
working temperatures which maximize the net electric power. However, a commercial solar …
working temperatures which maximize the net electric power. However, a commercial solar …
Temperature uniformity control of large-scale vertical quench furnaces for aluminum alloy thermal treatment
L Shen, J He, C Yang, W Gui… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The thermal treatment of aluminum alloy workpieces requires strict temperature uniformity in
large-scale vertical quench furnaces. To achieve the desired temperature uniformity in a …
large-scale vertical quench furnaces. To achieve the desired temperature uniformity in a …
Adaptive incremental state space MPC for collector defocusing of a parabolic trough plant
Commercial solar plants produce energy around a nominal operating point in which the
solar field outlet temperature is high and close to the thermal limit of the heat transfer fluid …
solar field outlet temperature is high and close to the thermal limit of the heat transfer fluid …
Adaptive uncertainty compensation-based nonlinear model predictive control with real-time applications
In this paper, an adaptive model predictive controller (MPC) with a function approximator is
proposed to the control of the uncertain nonlinear systems. The proposed adaptive Sigmoid …
proposed to the control of the uncertain nonlinear systems. The proposed adaptive Sigmoid …
Neural network model predictive control optimisation for large wind turbines
B Han, X Kong, Z Zhang, L Zhou - … Generation, Transmission & …, 2017 - Wiley Online Library
Energy poverty limits the economy and social development throughout the world. Wind
turbine reduces the energy costs and facilitates the development of renewable energy …
turbine reduces the energy costs and facilitates the development of renewable energy …