This paper studies the spectrum assignment of a class of stochastic systems with multiplicative noise. A novel α-spectrum assignment is proposed for discrete-time and continuous-time stochastic systems with multiplic...
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The aluminum foil mill is an important industrial production equipment. To reduce operation and maintenance costs and prevent breakdowns in the rolling mill, it is necessary to analyze and predict the data of differen...
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ISBN:
(数字)9789887581581
ISBN:
(纸本)9798350366907
The aluminum foil mill is an important industrial production equipment. To reduce operation and maintenance costs and prevent breakdowns in the rolling mill, it is necessary to analyze and predict the data of different sensors of the mill, including voltage, current, temperature and others. In this paper, the problem analysis and modeling of the actual rolling mill production process are carried out, and the typical data of sensors are analyzed based on the Transformer model. Experimental results are compared with other typical time series prediction models. The final results show that the Transformer model has great potential in the predictive maintenance of aluminum foil mill.
Wet-type permanent magnet synchronous motors (WTPMSM) are extensively utilized to meet the power density requirements of electro-hydrostatic actuators (EHA), which are widely used in modern aircraft control systems. T...
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Stackelberg strategy has received great attention since the *** closed-loop solution still faces many difficulties though the open-loop problems have been well *** obvious fact for the difficulty is that the optimal c...
Stackelberg strategy has received great attention since the *** closed-loop solution still faces many difficulties though the open-loop problems have been well *** obvious fact for the difficulty is that the optimal closedloop solution to the Stackelberg strategy is implicit *** presenting a novel approach of full-information linear feedback strategy,substantial progress for the problem is made in this *** are the first to present explicit linear closed-loop Stackelberg controllers in terms of the current state and Riccatilike *** to the elegance and simplicity of the solution,the proposed results will be extended to other game control problems with asymmetry status *** importantly,the Q-learning algorithm for the Stackelberg strategy will become possible with the proposed optimal solution.
Epilepsy is a chronic disorder of the central nervous system. Accurate prediction of seizures using the patient's scalp EEG signal is of great importance in clinical practice. This paper proposed a personalized se...
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Motion-onset visual evoked potential (mVEP) has been gradually applied in brain computer interface systems due to its maximum amplitude and minimum difference between subjects. In this paper, three feature extraction ...
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In order to study the growth status of Haematococcus pluvialis in the cell proliferation stage, BG11 was selected as the culture medium, and the light intensity, pH and cell radius were taken as the characteristic var...
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Schizophrenia is a chronic disease. It is characterized by symptoms such as impaired behavior and cognitive ability, which seriously affects normal human activities. This study used electroencephalogram (EEG) data fro...
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Aero-engine is the heart of aircraft, and its reliability and safety are extremely important. It is necessary to predict its remaining useful life to achieve the purpose of early maintenance decision. In this paper, t...
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This paper is concerned with the communication time delay problem in the cyber-physical DC microgrid. A networked predictive PI control scheme is proposed to realize simultaneous voltage recovery and power sharing in ...
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