Considering the problem that the original chicken swarm optimization algorithm is easy to fall into local optimum because of premature convergence for high-dimensional complex problems, an improved chicken swarm optim...
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ISBN:
(纸本)9781479987313
Considering the problem that the original chicken swarm optimization algorithm is easy to fall into local optimum because of premature convergence for high-dimensional complex problems, an improved chicken swarm optimization was proposed. In this algorithm, the part of chicks learning from the rooster in their subgroup is added to chick's position update equation, and the inertia weight and learning factor are also introduced. Then eight benchmark functions are used to test the proposed algorithm and the comparison with particle swarm optimization, bat algorithm, and original chicken swarm optimization are also performed. The simulated experimental results showed that the proposed algorithm is able to avoid premature convergence and therefore can escape from local optimum. Especially, the proposed method outperforms other evolutionary algorithms in finding the global optimum for high-dimensional problems.
Considering the pitch sensor fault of pitch systems in wind turbines, a multi-innovation observer based fault detection method is proposed. The pitch system can be modeled as a second order differential equation. And ...
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ISBN:
(纸本)9781479987313
Considering the pitch sensor fault of pitch systems in wind turbines, a multi-innovation observer based fault detection method is proposed. The pitch system can be modeled as a second order differential equation. And then the equation is transformed into a state space model. According to the state space model, a multi-innovation observer is designed to estimate the system state. The pitch sensor fault can be detected through the residual which is generated by comparing the state estimation with the output of an actual system. The simulation results show that the proposed approach is able to detect the pitch sensor fault effectively.
The effects of electric current pulse(ECP) on dislocation density and residual stresses of quenched 45 carbon steel were studied. The dislocation density was evaluated by the Modified Williamson-Hall (MWH) method base...
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According to the autocorrelation function (ACF) of the ultrafine particles, the auto-regressive (AR) model used for dynamic light scattering (DLS) signals simulation can be established. By the method, DLS signals for ...
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This paper considers the problem of global output feedback stabilization via sampled-data control for a class of uncertain nonlinear systems subject to time delays. The system satisfies a lower-triangular linear growt...
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ISBN:
(纸本)9781467374439
This paper considers the problem of global output feedback stabilization via sampled-data control for a class of uncertain nonlinear systems subject to time delays. The system satisfies a lower-triangular linear growth condition with unknown growth rates. A new inductive method is first introduced to estimate the state growth in the presence of time delays and nonvarnishing nonlinearities. When only the output of the system is measurable, with the help of output domination approach, a sampled-data output feedback controller is constructed to solve the global stabilization problem. The proposed sampled-data controller is linear in structure and therefore can be easily implemented in practice.
CaF2@Al (OH)3composite particle was prepared by heterogeneous nucleation method. Through analysis of the preparation process parameters, it is observed that the Al3+concentration, pH value, and reaction temperature ar...
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Aiming at the low mechanical property of existing self-lubricating ceramic cutting tool material, a new Al2O3 based nano-micro composite gradient self-lubricating ceramic tool material was developed by applying the de...
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The principles and method of computational fluid dynamics were applied to numerical simulate the external flow field about the SUV model. The hybrid mesh of tetrahedral and triangular prismatic as well as the turbulen...
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In this paper,an intensive automatic warehousing system based on two-way shuttle plate has been ***-way shuttle plate has the function of traveling along a vertical and crossing path on the plane,which can be transfer...
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In this paper,an intensive automatic warehousing system based on two-way shuttle plate has been ***-way shuttle plate has the function of traveling along a vertical and crossing path on the plane,which can be transferred between different storage channels by oneself,to improve the storage efficiency of *** the scheduling method of traveling for two-way shuttle plate has been introduced.
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