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检索条件"机构=Key Laboratory for Control Theory and Applications in Complicated Systems"

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Wind farm modeling based on BP neural network

Wind farm modeling based on BP neural network

引用

World Non-Grid-Connected Wind Power and Energy Conference, WNWEC

作者： Youjie Ma Yue Liu Xuesong Zhou Haishan Yang Tianjin Key Laboratory for Control Theory & Applications in Complicated Systems Tianjin University of Technology Tianjin China

Wind farm modeling is an important research topic, but the traditional mechanism modeling method is difficult to get accurate models. However, performance of the neural network model is superior for identification and approximation of complex nonlinear systems. Especially, the BP network has been widely and successfully used in the engineering field. This paper gives a brief introduction to the BP network, and the network model is used for modeling of wind farms to prove the feasibility of BP model in the field of wind power.

关键词： Neurons Wind farms Artificial neural networks Training Wind power generation Data models Power system dynamics

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Analysis and design of an optimal parameter PID iterative learning control scheme for Position Servo control System

Analysis and design of an optimal parameter PID iterative le...

引用

International Conference on Information and Automation (ICIA)

作者： Qiang Gao Weijun Zeng Chao Dong Tianjin Key Laboratory for Control Theory & Applications in Complicated Systems Tianjin University of Technology Tianjin China

In this paper, an optimal design method is proposed to determine the PID coefficients for control discrete-time SISO LTI systems in order to improve the transient tracking performance. We analyzed the convergence of the scheme and its convergence condition is obtained in terms of the PID coefficients. Based on the model of a DC Motor, an illustrative example is given to demonstrate the effectiveness of the proposed technique.

关键词： Three-term control Optimal control control systems Servosystems Convergence control theory Iterative methods Design methodology DC motors Iterative algorithms

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The influence of dynamic element characteristics to voltage stability based on bifurcation theory

The influence of dynamic element characteristics to voltage ...

引用

International Conference on Computer, Mechatronics, control and Electronic Engineering (CMCE)

作者： You-jie Ma Li-ying Jia Xue-song Zhou Ji Li Xiao-shuang Li Department of Electrical Engineering Tianjin Key Laboratory of Control Theory & Applications in Complicated Systems Tianjin University of Technology Tianjin China Dept. of Electrical Engineering Tianjin Key Laboratory for Control Theory & Applications in Complicated Systems Tianjin China

Multiple voltage stability incidents show that system dynamic components have a great impact on voltage stability. This article mainly analyzes and summarizes the impaction on voltage stability based on the bifurcation theory caused by dynamic characteristics of main components in the power system such as load characteristics, generator characteristics, OLTC and Static Var Compensator (SVC).It Proposes that we should make full use of bifurcation theory to enhance the influent study of these dynamic elements on voltage stability and there is a key research direction for future that we select multiple parameters from dynamic components to do multi-parameter research on voltage stability using bifurcation theory.

关键词： Load modeling Bifurcation Computational modeling Character recognition

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Communication design of automatic test system based on VC++

Communication design of automatic test system based on VC++

引用

International Conference on Computer Application and System Modeling

作者： He, Hong Zhang, Xiao-Lun Zhang, Da-Jian Tian, Yong Wang, Ke-Xi Meng, Hui Hou, Ming-Feng Tianjin Key Laboratory for Control Theory and Application in Complicated Systems Tianjin University of Technology Tianjin 300384 China Research Institute of Measure Technology Tianjin 300192 China

ISBN: (纸本)9781424472369

the design of automatic test system based on VC++ implemented the communications between the spectrum analyzer and PC. USB-GPIB Interface board is used, USB with its unique advantages of strong anti-interference, high speed and easy to use make the application of automated test system based on GPIB more extensive and flexible. This paper describes the working principle of the test system and the design of hardware as well as software. And complete the procedures of host computer for spectrum analyzer automated test system in VC++6.0 environments. © 2010 IEEE.

关键词： Spectrum analyzers

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The study of the method on distribution of light source illuminance detection that based on CCD

The study of the method on distribution of light source illu...

引用

2010 Second International Conference on Intelligent Human-Machine systems and Cybernetics(第二届智能人机系统与控制论国际学术会议 IHMSC 2010)

作者： Baofeng Zhang Qiang Jia Junchao Zhu Tianjin Key Laboratory of Control Theory and Applications in Complicated Systems Tianjin University of Technology Tianjin China

According to the slow speed, low precision and low efficiency situation of the traditional detection method of the distribution of light illumination, a CCD-based detection method for the distribution of light illumination is proposed,which is based on the study of the iHuminometer-based on light detection *** uses a CCD camera to photograph the light source energy distribution information,usmg an embedded system as the central processing unit,the light source energy distribution information is transformed into some specific luminosity value through the procession of the system software, by way of the establishment of gray - illumination model,use the illumination value to calibrate the image pixel gray value, access to the situation of the distribution of the illumination light source quickly, that finally to achieve the rapid detection of the distribution of light source illumination.

关键词： light-source-illummance embedded-system catibrate

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Study about the methods of electrodes motion control in the EAF based on intelligent control

Study about the methods of electrodes motion control in the ...

引用

International Conference on Computer, Mechatronics, control and Electronic Engineering

作者： Zhao, Hui Chen, Fa-Zheng Zhao, Zhuo-Qun Tianjin Key Laboratory for Control Theory and Applications in Complicated Systems Tianjin University of Technology Tianjin China School of Electrical Engineering Tianjin University of Technology Tianjin China School of Mechanical and Vehicle Engineering Hunan University Changsha China

ISBN: (纸本)9781424479566

Arc furnace is highly nonlinear and nonperiodic systems, its model has a strong uncertainly, these features make the arc furnace electrode control more difficult and complex. The traditional PID controller is too dependent on precision of the mathematical model of controlled object, when it was applied to arc furnace electrode control, the result is not satisfactory. To solve this problem, this paper put forward a complex intelligent control scheme based on optimal control, fuzzy control and PID control. The simulation results show that the scheme can meet the EAF electrode regulation requirements. Three-phase electrode works smoothly in balance area and reduce energy consumption and electrode loss effectively. The project was supported by National High-tech R&D Program (863 Program)(2007AA041401), Tian Jin Natural Science Foundation (08JCZDJC18600 09JCZDJC23900), and University Science and Technology Development Foundation of Tianjin(2006ZD32) © 2010 IEEE.

关键词： Fuzzy control

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Research of control technology in grid-connected photovoltaic power system

Research of control technology in grid-connected photovoltai...

引用

International Conference on Computer, Mechatronics, control and Electronic Engineering (CMCE)

作者： Xue-song Zhou Fang Liang You-jie Ma Dai-chun Song Department of Electrical Engineering Tianjin Key Laboratory of Control Theory & Applications in Complicated Systems Tianjin University of Technology Tianjin China Dept. of Electrical Engineering Tianjin Key Laboratory for Control Theory& Applications in Complicated Systems Tianjin China

Grid-connected photovoltaic power system is not only related to solar battery and grid inverter technology, but also involves the system control and optimization problem. The research and improvement about control technology play a vital role in improving the efficiency of the system and Realizing optimization grid. On the basis of considering about control requirements in grid-connected photovoltaic power system, the paper analyzes comprehensively the control technology about MPPT, grid of inverter and island detection. At last, the paper points out the research hotspots and development trend in each part.

关键词： Optimization Photovoltaic systems Humans

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Error analysis of pseudo single point position date range on account of Kailman filtering

Error analysis of pseudo single point position date range on...

引用

2010 International Conference on Computer Application and System Modeling, ICCASM 2010

作者： He, Hong Zhang, Shipu Liu, Hao Zhang, Dajian Hou, Mingfeng Wang, Kexi Tianjin Key Laboratory for Control Theory and Application in Complicated Systems Tianjin University of Technology Tianjin 300384 China Research Institute of Measure Technology Tianjin 300192 China

ISBN: (纸本)9781424472369

GPS with a global, all-weather, continuous real-time three-dimensional navigation and positioning capabilities, has a broad application value and development potential. GPS receiver with C/A code has advantage of cheap, small, easy to carry, from the results of position by C/A code GPS receiver outputting, researching the C/A code GPS receiver static positioning accuracy, has important practical value.. Kalman filtering is a linear unbiased minimum variance estimation theory pushdown obtained a recursive filtering method, which introduces the concept of the state space, using the system state transition equation of state of the previous one moment of valuation and the current moment observed value estimated that the new state of Recursive valuation. Experiments show that the Kalman filter introduced into the positioning data as a post-processing tool, which greatly improves the positioning accuracy. © 2010 IEEE.

关键词： Global positioning system

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Evaluation techniques for oil gas reservoir based on artificial neural networks techniques

Evaluation techniques for oil gas reservoir based on artific...

引用

International Conference on Business Intelligence and Financial Engineering

作者： Pan, Hong Yan He, Hong Department of Computer Sciences Tianjin Broadcast and TV University Tianjin China Tianjin Key Laboratory for Control Theory and Application in Complicated Systems Tianjin University of Technology Tianjin China

ISBN: (纸本)9780769541167

By using BP artificial nerve network's error reversion transmission. Summing up various data of comprehensive logging can solve the problem of low accurate rate for identifying oil, gas, water zones. The software provides nerve network reservoir interpretation model by studying and training the initial data of tested oil. Practice proves the overall coincidence rate of interpretation reaches 97%. It can more efficiently reflects logging technique's advantage of wellsite quick evaluation oil, gas, water zones. The application in this technique improves the level of logging data interpretation and evaluation. © 2010 IEEE.

关键词： Neural networks

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An application study of the improved PCA method in the TE process fault detection

An application study of the improved PCA method in the TE pr...

引用

IEEE International Conference on Intelligent Computing and Intelligent systems (ICIS)

作者： Qiang Gao Zefang Jia Tianjin Key Laboratory of Control Theory & Applications in Complicated Systems Tianjin University of Technology and Education Tianjin China

In this paper, a specific description of the principles and procedures about how to use PCA method is given, in the field of fault detection in industrial systems, based on the Tennessee-Eastman process. An improved PCA method is presented and a more precise model of the principal component is established. The simulation results show that the improved PCA has better performance, effectively reduce the missed alarm rate and enhance the sensitivity and robustness of faults detection systems. This article also summarized the cases about other deficiencies and improvement of PCA method, such as nonlinearity, adaptation and so on, which provides the corresponding solution ideas and improved programs of research, using PCA-based fault diagnosis method in variety of different industrial objects.

关键词： Q measurement Accuracy

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