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检索条件"主题词=PSO algorithm"

共 898 条记录，以下是71-80 订阅

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Optimization Research for Receivers' Arrangement of LBL Acoustic Positioning System with pso algorithm

Optimization Research for Receivers' Arrangement of LBL Acou...

引用

2nd International Conference on Measurement, Instrumentation and Automation (ICMIA 2013)

作者： Xiao Chang-run Zhang Wen-zhao Univ Naval Engn Dept Naval Architecture & Ocean Engn Wuhan Peoples R China

ISBN: (纸本)9783037857502

Three optimization models were proposed according to the problems emerged from self-propelled model test. And the object function to evaluated acoustic positioning's precision of some given receiver's arrays was created. The genetic algorithm code to solve this optimization problem was developed and validated by optimization model 1 afterwards. The optimum arrangements for model 1 and model 3 were acquired by calculating such code. The cross arrays was certificated to be the optimum ones. One new method to arrange acoustic receivers in self-propelled model test was drafted.

关键词： LBL acoustic positioning pso algorithm receivers' arrangement

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A pso algorithm Based Two-degree-of-freedom IMC Scheme for Large Time-delay Process

A PSO Algorithm Based Two-degree-of-freedom IMC Scheme for L...

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Chinese Automation Congress (CAC)

作者： Tang, Wei Yuan, Zhimin Dang, Shihong Shan, Wenjuan Shaanxi Univ Sci & Technol Coll Elect & Informat Engn Xian 710021 Shaanxi Peoples R China Shaanxi Univ Sci & Technol Coll Light Ind Sci & Engn Xian 710021 Shaanxi Peoples R China

ISBN: (纸本)9781538635247

With the aid of double-controller design concept and particle swarm optimization (pso) algorithm, an internal model control (IMC) scheme with two-degree-of-freedom (TDFIMC) based on pso algorithm (pso-TDF-IMC) is proposed, which is capable of controlling large time-delay processes. This method takes integral time absolute error (ITAE) index as objective function and uses pso algorithm to optimize IMC filter time constants. Simulation results show that the presented pso-TDF-IMC scheme has such advantages as simplicity for algorithm, fast searching speed and high efficiency, which can greatly improve the performance and robustness of TDF-IMC controller.

关键词： large time-delay process TDF-IMC the filter time constant pso algorithm

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Optimal Allocation of Reactive Power Considering Voltage Stability Using pso algorithm 20

Optimal Allocation of Reactive Power Considering Voltage Sta...

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20th Electrical Power Distribution Conference (EPDC)

作者： Mohammadi, Fazel Alizadeh, Behnam Lahijan IAU Dept Elect & Elect Engn Elect Engn Lahijan Iran Sahand Pars Co Rasht Iran Islamic Azad Univ Lahijan Branch Dept Elect Engn Elect Engn Lahijan Iran

ISBN: (纸本)9781467366120

This paper has presented a model for optimal allocation of reactive power in which, besides keeping the voltage range in its permissible one, voltage stability constraint during operation has also been taken care of. Cost functions of static compensators are used. The reactive power amount for generators, tap changes of transformers and their cost are provided and, additionally, active and reactive power of generators has been determined. In this method, active market results are presumed to be constant except for slack Bus generator. And, changes and increases in network load are also being taken into consideration during operation.

关键词： Active Power pso algorithm Power System Reactive Power Voltage Stability

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Design and Implement of a Scheduling Strategy Based on pso algorithm

Design and Implement of a Scheduling Strategy Based on PSO A...

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1st International Conference on Swarm Intelligence

作者： Liu, Suqin Wang, Jing Li, Xingsheng Shuo, Jun Liu, Huihui China Univ Petr Coll Comp Commun Engn Qingdao 266555 Peoples R China

ISBN: (纸本)9783642134975

The job scheduling technology is an effective way to achieve resource sharing and to improve computational efficiency. Scheduling problem has been proved to be NP-complete problems, Particle Swarm Optimization (pso) algorithm has demonstrated outstanding performance in solving such issues. In cognizance of the characteristics of cluster scheduling problem, a schedule strategy based on pso was designed and implemented. Comparing with backfilling algorithm, pso algorithm can improve the fairness of jobs better. It can avoid the problem that bigger jobs can't be executed quickly. The speed and accuracy of strategy generation are improved significantly. The experiment results show that the scheduling strategy based on pso algorithm can increase the utilization of the CPU and reduce average response time significantly.

关键词： scheduling strategy cluster pso algorithm design implement

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Transient Model Parameters Identification of Transformer Based on pso algorithm

Transient Model Parameters Identification of Transformer Bas...

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3rd International Conference on Electric Power and Energy Conversion Systems (EPECS)

作者： Valii, Mohammad Bigdeli, Mehdi Hojjatiparast, Farid Islamic Azad Univ Dept Elect Engn Zanjan Branch Zanjan Iran Islamic Azad Univ Dept Elect Engn Sci & Res Branch Zanjan Iran

ISBN: (纸本)9781479906871;9781479906888

In this paper a novel model for analyzing the transient state of the distribution transformers is proposed. The presented model is as simple that the simulation process can be conducted so fast and easy and also its application in the form of a two port element in power network is possible. By considering the complexity of the analytical methods, Particles Swarm Optimization (pso) algorithm is applied for estimation of the parameters of the transient model of the transformers. In order to do that, related tests were performed on a 2.5 MVA and 6300/420 V distribution transformers, after that, the desired parameters were estimated by the implemented pso algorithm. Finally, by comparing the experimental and the estimated values, the reliability of the pso algorithm in this case was evaluated. Also, a comparison between the obtained values in this research and the results of Genetic algorithm (GA) and the analytical method were carried out. The result reveals the more capabilities and accuracies of the pso algorithm.

关键词： Transformer Transient Measurement Parameter Estimation pso algorithm

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Optimal Design of Static Plate Used in UHV Converter Transformer Based on pso algorithm 12

Optimal Design of Static Plate Used in UHV Converter Transfo...

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12th International Conference on the Properties and Applications of Dielectric Materials (ICPADM)

作者： Shuai, Yuanming Zhang, Liangxian Yang, Chun Zhang, Shanshan Zhang, Zhao Xian XD Transformer Co Ltd Xian 710077 Peoples R China

ISBN: (纸本)9781538657881

Electrostatic plates (or electrostatic rings) which are mounted on both ends of the windings, is to shield electric field of the winding end, and to improve voltage distribution under the impulse voltage. The existing literature for the optimization of the electrostatic plate structure mostly takes the surface maximum field stress, rather than the overall insulation margin as the optimization target. The value of the allowable stress used in the transformer insulation design is closely related to the stress oil volume (or the size of the oil gap), so reducing its surface maximum field stress does not necessarily improve the overall insulation margin. That is to say taking the surface maximum field strength as the optimization target only satisfies the local insulation requirements. In this paper, the structure of the electrostatic plates which was used in UHV converter transformer plate was optimized with particle swarm optimization (pso) algorithm. The optimization target was to homogenize insulation margin of oil ducts adjacent to electrostatic plates, maximize the overall insulation margin.

关键词： Static Plate pso algorithm UHV converter transformer Finite element method

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A energy optimization of five-effect evaporation system based on a pso algorithm

A energy optimization of five-effect evaporation system base...

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International Conference on Mechatronics Engineering and Computing Technology (ICMECT)

作者： Qian, Tao Chang, Huiyou Huang, Xiangyang Gu, Chunqin Zhang, Chenxin Guangdong Univ Educ Dept Comp Sci Guangzhou Guangdong Peoples R China

ISBN: (纸本)9783038351153

In this paper, particle swarm optimization (pso) algorithm is presented to optimize the five-effect evaporator system in a cane sugar production plants and realize the minimum loss of energy. Generally, the energy optimization of five-effect evaporator system is a so complex that can not be found a effective algrithm to resolve. The energy optimization of five-effect evaporator system requires considering various parameter criteria so as to meet the requirements of the production process. Hence, a energy optimization model of five-effect evaporator system is proposed. We tested the presented model and pso algorithm at a cane sugar production plant in Guangxi province so as to support the application of industry. The results of the empirical study show that the energy optimization of five-effect evaporation in cane sugar production plants based on a pso algorithm is feasible and effective.

关键词： Five-effect evaporation Energy optimization pso algorithm

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Using pso algorithm to evolve an optimum input subset for a SVM in time series forecasting

Using PSO algorithm to evolve an optimum input subset for a ...

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IEEE International Conference on Systems, Man and Cybernetics

作者： Zhang, CK Hu, H Harbin Inst Technol Shenzhen Grad Sch Mech Engn & Automat Dept Shenzhen Peoples R China

ISBN: (纸本)0780392981

Using particle swarm optimization (pso) algorithm to evolve an optimum input subset for a SVM is proposed. Binary pso algorithm is employed in feature selection, in which each particle represented as a binary vector corresponds to a candidate input subset. A swarm of particles flies through the input set space for targeting the optimal subset. In order to evaluate the reasonable fitness of each input subset, pso algorithm is used to adaptively evolve SVM to obtain the best performance of network, in which each particle represented as a real vector corresponds to the candidate kernel parameters Of SVM. This method has been applied in a real financial time series forecasting, the results show that it has better performance of generalization, and higher rate of convergence.

关键词： pso algorithm optimum input time series forecasting

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Effect of Motion Parameters on Time Optimal Path of Biped Robot Using pso algorithm 2

Effect of Motion Parameters on Time Optimal Path of Biped Ro...

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2nd RSI/ISM International Conference on Robotics and Mechatronics (ICRoM)

作者： Zafari, Nasim Ghesemi, Mohammad Hasan Shahid Chamran Univ Technol Sch Mech Engn Ahvaz Iran Babol Noshirvani Univ Technol Sch Mech Engn Babol Sar Iran

ISBN: (纸本)9781479967438

Designing of stable time optimal path for bipeds is one of the main issues in motion of bipeds. Motion parameters such as participation of motion phases and the distance between hip joint and ankle joint of support leg at the beginning and the end of the single support phase, have important effect in designing of time optimal path. In this paper the effect of these two motion parameters on time optimal path is discussed. At first, time optimal path is designed by particle swarm optimization algorithm considering definite participation of double support phase and actuators torque limitation. To ensure Stability, motion of a biped needs to follow specific pattern to comply with certain stability criterion such as zero moment point. Then the effect of double support phase on time optimal path and torque limitation on participation of the double support phase which satisfies time optimal path are studied. Finally effect of distance between hip joint and ankle joint of support leg at the beginning and the end of the single support phase on time optimal path is investigated.

关键词： biped robot motion parameters time optimal path pso algorithm

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A Nonlinear PID controller for Electro-hydraulic Servo System Based on pso algorithm

A Nonlinear PID controller for Electro-hydraulic Servo Syste...

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2nd International Conference on Functional Manufacturing and Mechanical Dynamics

作者： Chen Jipeng Lu Baochun Fan Fan Zhu Shichun Wu Jianxin Nanjing Univ Sci & Technol Sch Mech Engn Nanjing 210094 Jiangsu Peoples R China Heavy Forging Equipment Engn Res Ctr Nantong 226578 Jiangsu Peoples R China

ISBN: (纸本)9783037852989

Linear PID controller is adopted by electro-hydraulic servo system widely. The proportional, integral and derivative coefficients of a linear controller are fixed which brings the contradiction in speediness and overshoot. This paper designs a series of nonlinear functions which are used for nonlinear PID control for electro-hydraulic servo system. The proportional, integral and derivative parts of this nonlinear PID controller adjust themselves according to the error. In order to determine parameters of the nonlinear functions, pso algorithm and ITAE guideline are applied in the paper. Results of simulation indicate that the nonlinear pso-PID controller using the functions proposed in this paper presents a better dynamic response than the linear PID controller.

关键词： Electro-hydraulic pso algorithm Nonlinear PID

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