基于智能规划的自动化概念设计综合方法

上海交通大学学报（自然版） ›› 2014, Vol. 48 ›› Issue (08): 1134-1141.

基于智能规划的自动化概念设计综合方法

李响，曹远国，张执南，谢友柏

(上海交通大学机械与动力工程学院，上海 200240)

收稿日期:2013-10-12 出版日期:2014-08-28 发布日期:2014-08-28
基金资助:
国家自然科学基金资助项目（50935004；51205247）

An Automated Planning-Based Conceptual Design Synthesis Approach

LI Xiang,CAO Yuanguo,ZHANG Zhinan,XIE Youbai

(School of Mechanical Engineering, Shanghai Jiaotong University, Shanghai 200240, China)

Received:2013-10-12 Online:2014-08-28 Published:2014-08-28

摘要/Abstract

摘要：

为进一步提高计算机辅助概念设计（CACD）系统的求解效率，基于人工智能中智能规划的思想，提出了一种新的启发式自动化概念设计综合方法.该方法基于状态-动作的表达方法对原理解的功能知识进行表达，并利用规划图原理对原理解进行组织和存储.结合提出的前向链集成策略、后向链集成策略和前后向链综合集成求解策略，可以高效率地对设计问题进行求解.最后，以海浪发电照明系统的概念设计为例.对该方法的可行性和求解效率进行了验证.

关键词: 自动化概念设计, 智能规划, 功能知识集成, 概念设计综合, 启发式算法

Abstract:

To improve the solving efficiency of computer aided conceptual design (CACD) systems, this paper proposes a novel heuristic planning approach for automated conceptual design synthesis based on the idea of automated planning in artificial intelligence. The proposed method represented the functional knowledge of principle solution based on the stateaction method. With the proposed three integrationsolving search strategies (e.g., forward chaining integration, backward-chaining integration and forward-backward-chaining integration), the proposed methods can efficiently solve design problems. Finally, a design case of tidal power system illustrates that the proposed heuristic planning approach can successfully achieve an automated conceptual design synthesis.

Key words: automated conceptual design, intelligent planning, function knowledge integration, conceptual design synthesis, heuristic algorithm

中图分类号:

TH 131

李响，曹远国，张执南，谢友柏. 基于智能规划的自动化概念设计综合方法[J]. 上海交通大学学报（自然版）, 2014, 48(08): 1134-1141.

LI Xiang,CAO Yuanguo,ZHANG Zhinan,XIE Youbai. An Automated Planning-Based Conceptual Design Synthesis Approach[J]. Journal of Shanghai Jiaotong University, 2014, 48(08): 1134-1141.

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