Product Behavior Prediction Using State-Space Model

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Product Behavior Prediction Using State-Space Model

更新时间：2025-07-09

- Product Behavior Prediction Using State-Space Model
- Vol. 45, Issue 1, Pages: 54-57+104(2011)
- 作者机构：
  
  上海交通大学机械与动力工程学院,上海,200240
- 作者简介：
- 基金信息：
- DOI：
  CLC： TH11;TH12
- Online First：10 January 2011，
  
  Published：2011
- 稿件说明：
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Product Behavior Prediction Using State-Space Model[J]. 2011, 45(1): 54-57+104.
DOI：

Product Behavior Prediction Using State-Space Model[J]. 2011, 45(1): 54-57+104. DOI：

摘要

为在设计阶段预测产品运行中可能出现的问题

根据状态空间模型在系统预测方面的优势

结合扩展的功能-行为-结构模型在设计分析方面的优势

将原理知识、结构信息和状态变量包括在方程之内

建立了从设计过程到状态空间的映射模型.系统行为预测的关键步骤包括获取结构信息、约束信息和确定状态变量

以及初值、确定输入信息和计算方法在内的使用状态空间模型

并通过某型号发动机的活塞运动学和摩擦学行为预测实例

验证了映射模型的有效性.实验结果表明

所建立的模型能够准确地预测活塞的运动学和摩擦学行为

可作为优化系统结构和获取系统设计理由知识的有效设计工具.

Abstract

Product behavior prediction plays a critical role in the early stage of product design due to the significant impact on the downstream design process. Integrating the strength of state-space model(SSM)in handling systems and the merit of purpose-function-effect-structure-behaviour ontology in analysis design process

a mapping relationship from effect-structure-behaviour to the SSM was established

and the key processes in the SSM were determined. The SSM for a crank-connecting rod mechanism was established to verify the proposed method. The result shows that SSM enables to provide a novel alternative to predict system behavior and optimize system design parameters.

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references

谢友柏.现代设计理论和方法的研究 [J]. 机械工程学报, 2004,40(4):1-9.

XIE Youbai. Study on the modern design theory and methodology [J]. Chinese Journal of Mechanical Engineering, 2004,40(4):1-9.

ZHAI Lianyin, KHOO L, ZHONG Zhaowei. Design concept evaluation in product development using rough sets and grey relation analysis [J]. Expert Systems with Applications,2009,36:7072-7079.

GERO J S. Design prototypes: a knowledge representation schema for design [J]. AI Magazine, 1990(11):26-36.

PAHL G, BEITZ W. Engineering design: a systematic approach [M]. WALLACE K. New York, USA: Springer Verlag, 2007:1-436.

ULLMAN D G. A taxonomy for mechanical design [J]. Research in Engineering Design, 1992(3):179-189.

ROY U, PRAMANIK N, SUDARSAN R, et al. Function-to-form mapping: model, representation and applications in design synthesis [J]. Computer-Aided Design, 2001(33):699-719.

EPPINGER S D, WHITNEY D E, SIMITH R P, et al. A model-based method for organizing tasks in product development [J]. Research in Engineering Design, 1994(6):1-13.

汪应洛. 系统工程学 [M]. 北京: 高等教育出版社, 2007:66-75.

谢友柏.摩擦学系统的系统理论研究和建模 [J].摩擦学学报,2010,30(1):1-8.

XIE Youbai. On the system theory and modeling of tribo-systems [J]. Tribology, 2010,30(1):1-8.

ZHANG Z, XIE Y, ZHANG X, et al. Analysis of piston secondary motion considering the variation in the system inertia [J]. Proc Instnmech Engrs: Part D Journal of Automobile Engineering, 2009,223(4):549-563.

张执南,谢友柏. 考虑连杆-曲轴变惯性影响的活塞二阶运动分析 [J]. 上海交通大学学报, 2010,44(4):555-559.

ZHANG Zhinan, XIE Youbai. Effects of connecting rod-crankshaft variable inertia on piston secondary motion[J]. Journal of Shanghai Jiaotong University, 2010,44(4):0555-0559.

王跃武,胡芄,陈则韶. HFC-227ea的MBWR状态方程 [J]. 西安交通大学学报,2007,41(1):37-40.

WANG Yuewu, HU Wan, CHEN Zeshao. MBWR equation of state of HFC-227ea [J]. Journal of Xi'an Jiaotong University, 2007,41(1):37-40.

孟祥慧. 复杂产品时变性能设计和设计中的知识服务研究 [R]. 上海: 上海交通大学机械与动力工程学院, 2008.

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