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An intelligent runoff forecasting method based on fuzzy sets, neural network and genetic algorithm

An intelligent runoff forecasting method based on fuzzy sets...

引用

isda 2006: sixth international conference on intelligent systems design and applications

作者： Li, Qingguo Chen, Shouyu Wang, Dagang Jinan University Shandong 250022 China Dalian University of Technology Liaoning 116024 China

ISBN: (纸本)0769525288

Based on the fuzzy optimum theory, neural network and genetic algorithm, an intelligent forecasting method for medium-and-long term runoff forecast is proposed. Firstly, a fuzzy optimum model is integrated with BP neural network to construct a new fuzzy neural network describing the complicated relations between forecast factors and runoff. The network may fall into local minimum during the training process. To overcome the shortcoming and improve training efficiency, an improved genetic algorithm, RAGA, is introduced to optimize the network weights. Finally, a case proves that the intelligent forecast methodology is efficient and has accuracy forecasting results. © 2006 IEEE.

关键词： intelligent systems

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Formation control and attitude cooperative control of multiple rigid body systems

Formation control and attitude cooperative control of multip...

引用

isda 2006: sixth international conference on intelligent systems design and applications

作者： Qiuling, Jia Guangwen, Li Jingchao, Lu College of Automation Northwestern Polytechnical University Xi'an Shaanxi Province China

ISBN: (纸本)0769525288

A cooperative control law based on output feedback is present for a multiple nonlinear system. The given cooperative control law is applied to control the formation of a multiple rigid body system, and at the same time to cooperative control the attitude of a multiple rigid body system where quaternion is used to describe the attitude of every rigid body subsystem in the whole system. The sufficient conditions for the solvability of the formation control and the attitude cooperative control problem of a multiple rigid body system are discussed. The synthetic control laws to control the formation and cooperative control the attitudes of a multiple rigid body system are designed. Numerical simulation proves the validity of the proposed formation control and cooperative control laws, and the simulation results show that the proposed control laws can not only make the multiple rigid body keep a certain formation, but also can stably control the attitude quaternion of every rigid body. © 2006 IEEE.

关键词： Control system analysis

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The robust H_∞ controller for a class uncertain linear systems with time-delay

The robust <i>H</i><sub>∞</sub> controller for a class unce...

引用

6th international conference on intelligent systems design and applications (isda 2006)

作者： Yang, Zhanmin Natl Inst Ind Technol Dept Elect & Automatizat Nanjing 210046 Jiangsu Peoples R China

ISBN: (纸本)0769525288

The problem of robust H-infinity control for a Class linear systems with time-delay and parameter uncertainty has been discussed in this paper. The analysis result of robust H-infinity control is obtained for this system to be quadratic stabilizability and satisfy the given H-infinity norm-bounded via linear immemorial state feedback from interference input to control output. The sufficient conditions for the existence of robust H-infinity controllers for uncertain linear systems are given in terms of linear matrix inequalities. The design method of robust H-infinity controllers for this system is given.

关键词： uncertain linear system robust H-infinity control quadratic stabilizability robust H-infinity controllers

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Fuzzy control of electro-hydraulic servo systems based on automatic code generation

Fuzzy control of electro-hydraulic servo systems based on au...

引用

6th international conference on intelligent systems design and applications (isda 2006)

作者： Li, Chang-chun Liu, Xiao-dong Zhou, Xin Bao, Xuan Huang, Jing Beijing JiaoTong Univ Sch Mech Elect & Control Engn Beijing Peoples R China

ISBN: (纸本)0769525288

This paper presents a fuzzy controller design method by Real Time Workshop (RTW) automatic code generation, which could design fuzzy rules in MATLAB for real time control. The generated C codes files will be adjusted properly and then embedded into Microsoft Foundation Classes (MFC) developed application. Experimental results on an electro-hydraulic servo system with fuzzy control algorithm are presented to verify the effectiveness of the proposed approach.

关键词： fuzzy control electro-hydraulic servo system RTW automatic code generation

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Study of shipboard power system intelligent network reconfiguration

Study of shipboard power system intelligent network reconfig...

引用

6th international conference on intelligent systems design and applications (isda 2006)

作者： Yang Xiuxia Zhang Yi Department of Control Engineering Naval Aeronautical Engineering Academy Shandong Province China

ISBN: (纸本)0769525288

In this new era of the army with goals to reduce manning and increase system survivability, automatic reconfiguration of the electrical network in a shipboard power system(SPS) is critical for quickly restoring service to a section of the power system to survive battle damage. In this paper, according to the characteristics of SPS, a new system structure description matrix-enlarged associated matrix is built, which is convenient for system calculation and topology identification of SPS fault system. Combing the enlarged associated matrix, an intelligent reconfiguration methodology is presented, which using accelerated genetic algorithm, adding the new operators, such as annealing selection based on energy-entropy, immune selection and vaccination. RTDS fault restoration experiments show that the intelligent network reconfiguration algorithm can improve speed of convergence and precision of reconfiguration, while satisfying the operational requirements and priorities of loads.

关键词： intelligent networks

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MDA-based modeling and transformation approach for WEB applications

MDA-based modeling and transformation approach for WEB appli...

引用

isda 2006: sixth international conference on intelligent systems design and applications

作者： Jinkui, Hou Jiancheng, Wan Xiao, Yang School of Computer Science and Technology Shandong University Jinan 250061 China

ISBN: (纸本)0769525288

Platform independent models (PIMs), platform specific models (PSMs) and the transformation between them are key technologies in OMG's MDA. But there is no effective solution until now. Starting from software architecture modeling, a modeling approach was proposed to build platform independent models for Web applications by extending UML and adding user-interface presentation views. Based on this approach, an abstract algebra method is employed to realize the transformation from PIMs to PSMs according to the mapping relations between architectures. This solution makes better use of traceable links established by software architecture between the phases of software lifecycle, and it can support model driven software engineering effectively for keeping independency for PIMs. Software architecture becomes the basis of system analysis and model transformation at the same time. J2EE was used as a target platform to help interpreting the process of using this approach.

关键词： Learning systems

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Hybrid intelligent system for supervisory control of mineral grinding process

Hybrid intelligent system for supervisory control of mineral...

引用

isda 2006: sixth international conference on intelligent systems design and applications

作者： Ding, Jinliang Zhou, Ping Liu, Changxin Chai, Tianyou Research Center of Automation Northeastern University Shenyang Liaoning China Key Laboratory of Process Industry Automation Ministry of Education Northeastern University Shenyang Liaoning China

ISBN: (纸本)0769525288

The particle size is the important technical performance index of the grinding process, which closely related to the overall performance of the mineral processing. In this paper, we mainly concern on the determination of the particle size for the supervisory control of the grinding process by the technical performance index decision system. The overall structure of the system and introduce of every part are given briefly. The experiment results and its compare with the Neural Network method show its validity and efficiency. © 2006 IEEE.

关键词： intelligent systems

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A multi-agent agile scheduling system for Job-Shop problem

A multi-agent agile scheduling system for Job-Shop problem

引用

6th international conference on intelligent systems design and applications (isda 2006)

作者： Wang, Zhanjie Liu, Yanbo Dalian Univ Technol Dept Comp Engn Dalian 116023 Liaoning Peoples R China

ISBN: (纸本)0769525288

This paper proposes a multi-agent scheduling system for dynamic Job-Shop problem. The negotiation mechanism between agents controlling resources and tasks is discussed First, a hybrid MAS framework is built to satisfy the requirements of the agile scheduling. Then an intelligent algorithm is designed to reason environment encountered and recommend adaptive scheduling algorithm for resource agents. And multi-objective function considering tardiness, waiting time and cost is designed for task agents as an evaluation criteria of resources' bids. The results obtained show the effective and good performance of this system in total flow time, total waiting time and makespan.

关键词： Multi agent systems

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Position control of linear servo system using intelligent feedback controller

Position control of linear servo system using intelligent fe...

引用

6th international conference on intelligent systems design and applications (isda 2006)

作者： Yu, Dongmei Guo, Qingding Hu, Qing Shenyang Univ Technol Sch Elect Engn Shenyang 110023 Liaoning Peoples R China

ISBN: (纸本)0769525288

This paper presents a new position tracking control strategy that meets the position tracking performance and the closed loop robustness to external disturbance and model parameters variations without parameter identification. In order to achieve the desired input-output tracking and disturbance rejection performance independently, a two-degree-of-freedom (2DOF) internal model control (IMC) is introduced in controller structure. Furthermore, based on fuzzy logic, the parameter of the feedback controller is adjusted on-line to improve robustness. The simulation results on a direct-drive permanent magnet linear synchronous motor (PMLSM) show that proposed method is effective on improving system robustness.

关键词： intelligent control two-degree-of-freedom motion control position servo PMLSM

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Instructing the innovation of control strategies by TRIZ

Instructing the innovation of control strategies by TRIZ

引用

6th international conference on intelligent systems design and applications (isda 2006)

作者： Liu Gequn Liu Weiguo Northwestern Polytech Univ Automat Coll Xian 710072 Peoples R China

ISBN: (纸本)0769525288

Innovation of control strategy is the front edge of control field. However, existing innovative methods so far used for control strategies design lack of systematization and theorization. The theory of inventive problem solving (TRIZ) is a universal science of creativity and contradictive problems solving. The approach to instruct the innovation of control strategies by TRIZ was proposed in this paper. Theory of evolution, maturity descriptors, levels of invention, laws and routes of technique evolution, contradiction matrix and inventive principles in TRIZ were discussed combined with innovations in control fields. The methods to instruct the innovation of control strategies with above theories were given with two examples to show the effectiveness of the approach. Introducing TRIZ into the innovation of control strategies can provide a systematic and normalized innovative methodology for control field. At the same time it is a direction of modernization of TRIZ.

关键词： systems analysis

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