Intelligent Active Control Simulation System of Building Structures by Fuzzy Optimal Control
模糊优化控制建筑结构智能主动控制仿真系统
基本信息
- 批准号:08650671
- 负责人:
- 金额:$ 1.47万
- 依托单位:
- 依托单位国家:日本
- 项目类别:Grant-in-Aid for Scientific Research (C)
- 财政年份:1996
- 资助国家:日本
- 起止时间:1996 至 1997
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
To develop the effective control system of buildings, it should be necessary to take account of special features such as complexity, uncertainty of future loading. In this research, optimal adaptive and predictive control simulation systems of buildings against earthquake loading are developed based on intelligent systems such as fuzzy theory, neural network, genetic algorithm and so on. These systems have following features ; (1) Target responses and control variables are described with membership function, (2) Real time prediction of earthquake input and structural identification are performed, and (3) Optimization is performed by fuzzy maximizing decision.In this research, following two systems are developed, i.e., ; (1) Simulation system of fuzzy optimal active control of building structures by intelligent systems, and (2) Optimal design method of active control system of buildings by genetic algorithm. These two systems are developed individually by object oriented programming lan … More guage under windows environment.In the next step, there are discussed developing methods of an integrated simulation system based on imtelligent active control under distributed environment. Here, following two methods are discussed, i.e. ; (1) Application of testing system of fuzzy optimal control to distributed simulation system and (2) Distributed simulation systems by internet browser. In the former method, it is easy to develop distributed simulation systems based on a real testing system. However, this testing system is developed under DOS environment, so it is difficult to develop user-friendly systems by graphical presentation. In the latter method, it is easy to develop user-friendly system as stand-alone one. However, it is difficult to control component objects, so authors can not translate stand-alone systems into ones which can execute on internet browser. Through this research, the authors can get a lot of basic data and systems on the intelligent active control simulation system of buildings by fuzzy optimal logic under distributed environments. Less
为了开发有效的建筑物控制系统,应该考虑到诸如复杂性、未来荷载的不确定性等特性。本研究以模糊理论、神经网络、遗传算法等智能系统为基础,开发了建筑物抗震最优自适应预测控制仿真系统,该系统具有以下特点:(1)用隶属函数描述目标响应和控制变量;(2)进行地震输入的真实的实时预报和结构识别;(3)采用模糊最大化决策进行优化。本研究开发了以下两个系统,即:(1)建筑结构模糊主动控制智能系统仿真系统;(2)建筑结构主动控制系统的遗传优化设计方法。这两个系统是用面向对象的程序设计语言分别开发的 ...更多信息 在此基础上,讨论了分布式环境下基于智能主动控制的集成仿真系统的开发方法。本文讨论了两种方法:(1)模糊最优控制测试系统在分布式仿真系统中的应用;(2)通过Internet浏览器实现分布式仿真系统。在前一种方法中,很容易在真实的测试系统的基础上开发分布式仿真系统。但是,本测试系统是在DOS环境下开发的,很难通过图形化的方式开发出用户友好的系统。在后一种方法中,很容易开发用户友好的系统作为独立的。然而,由于组件对象的控制困难,开发者无法将独立的系统转化为可以在Internet浏览器上运行的系统。通过本文的研究,为分布式环境下基于模糊优化逻辑的建筑物智能主动控制仿真系统的研究提供了大量的基础数据和系统。少
项目成果
期刊论文数量(43)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems" Proc.of the 4th Symposium on Application of Fuzzy theory to Architecture and Civil Engineering. 1-10 (1997)
Ryuu,S.,Tani,A.和Kawamura,H.:“智能系统对建筑物的模糊最优主动控制的模拟系统”第四届模糊理论在建筑与土木工程中的应用研讨会论文集。
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西端雅浩, 谷明勲, 河村廣: "遺伝的アルゴリズムを用いたアクティブ制振構造の最適設計手法に関する研究" 日本建築学会大会学術講演梗概集. A-2. 789-790 (1997)
Masahiro Nishibata、Isao Tani、Hiroshi Kawamura:“使用遗传算法研究主动阻尼结构的优化设计方法”日本建筑学会会议记录 A-2(1997 年)。
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Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems" Proc.of the Conference on Computational Engineering and Science. Vol.2, No.2. 829-832 (1997)
Ryuu, S.、Tani, A. 和 Kawamura, H.:“智能系统对建筑物的模糊最优主动控制的仿真系统”计算工程与科学会议论文集。
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Ryuu, S., Tani, A.and Kawamura, H.: "Simulation System on Fuzzy Optimal Active Control of Buildings by Intelligent Systems" Proc.of Annual Meeting of Architectural Institute of Japan. 793-794 (1997)
Ryuu, S.、Tani, A. 和 Kawamura, H.:“智能系统对建筑物的模糊最优主动控制的模拟系统”日本建筑学会年会论文集。
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西端雅浩, 谷明勲, 河村廣: "遺伝的アルゴリズムを用いたアクティブ制振構造の最適設計手法に関する研究" 日本建築学会近畿支部研究報告集構造系. 第37号. 165-168 (1997)
Masahiro Nishibata、Isao Tani、Hiroshi Kawamura:“利用遗传算法研究主动阻尼结构的优化设计方法”日本建筑学会近畿分会结构系统研究报告第37号。165-168(1997)。
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TANI Akinori其他文献
Pedestrian Walking Agent Model Trained by Multilayered Neural Network and Parameter-free Genetic Algorithms -In Case of Oppositely Moving and Velocity-variable Multiple Agents with Sensors-
多层神经网络和无参数遗传算法训练的行人行走代理模型-在带有传感器的相反移动和速度可变的多个代理的情况下-
- DOI:
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2004 - 期刊:
- 影响因子:0
- 作者:
SHIMADA Yoko;KAWAMURA Hiroshi;TANI Akinori;TAKIZAWA Atsushi - 通讯作者:
TAKIZAWA Atsushi
TANI Akinori的其他文献
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{{ truncateString('TANI Akinori', 18)}}的其他基金
System construction on structural performance monitoring system of buildings
建筑结构性能监测系统的系统建设
- 批准号:
23510201 - 财政年份:2011
- 资助金额:
$ 1.47万 - 项目类别:
Grant-in-Aid for Scientific Research (C)
Optimal Adaptive and Predictive Control System of Buildings by Neuro-Fuzzy Systems
神经模糊系统的建筑物最优自适应和预测控制系统
- 批准号:
06650633 - 财政年份:1994
- 资助金额:
$ 1.47万 - 项目类别:
Grant-in-Aid for General Scientific Research (C)
Application of Artificial Intelligence to Optimum Aseismic Structural Design of Buildings
人工智能在建筑抗震结构优化设计中的应用
- 批准号:
63550413 - 财政年份:1988
- 资助金额:
$ 1.47万 - 项目类别:
Grant-in-Aid for General Scientific Research (C)
相似海外基金
Experimental Research on Intelligent Active Control of Building Structures by Fuzzy Optimal Control
模糊优化控制建筑结构智能主动控制实验研究
- 批准号:
07555646 - 财政年份:1995
- 资助金额:
$ 1.47万 - 项目类别:
Grant-in-Aid for Scientific Research (A)