| 摘要: |
| 目的 为了满足机电产品日益多样化、个性化的市场需求，提高产品模块划分的稳定性与模块化方案评价的可靠性，提出产品模块划分与评价集成方法。方法 对产品的功能结构进行分析，构建产品的量化信息模型，合理分配各量化指标的权重，构建描述组件间关系的综合矩阵。采用基于原子理论的聚类算法进行模块划分，通过改变模块粒度，稳定地得出产品模块划分的多个可行方案。通过考虑产品的模块化程度和基于信息熵的模块复杂度，构建模块化方案的综合评价模型，以确定最优的模块划分结果。结论 采用模块划分与综合评价集成设计方法对某小型雕刻机进行模块化设计，并通过对比原子聚类算法与其他模块划分方法所得的模块化结果，验证了所提出设计方法的可行性和高效性。 |
| 关键词: 模块化设计 原子理论 模块化评价 综合评价 信息熵 |
| DOI：10.19554/j.cnki.1001-3563.2022.12.003 |
| 分类号:TH122;TP391;TB472 |
| 基金项目:国家自然科学基金(51475459，52105281);湖州市重点研发计划(2019ZD2010);浙江省重点研发计划(2022C01196) |
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| Integrated Design Method for Modular Division and Comprehensive Evaluation of Electromechanical Products |
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LI Zhong-kai1,2, PEI Guo-yang1, ZHANG Zhi-feng2,3, HONG Zhao-xi2,3, ZHANG Ting4
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(1. School of Mechatronics Engineering, China University of Mining & Technology, Jiangsu Xuzhou 221116, China;2. State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China;3. Huzhou Lvchan Intelligent Manufacturing Co., Ltd., Zhejiang Huzhou 313000, China;4. School of Computer Science and Technology, Zhejiang University, Hangzhou 310027, China)
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| Abstract: |
| This paper aims to meet the increasingly diversified and personalized market demand of mechanical and electrical products, and improve the stability of product module division and the reliability of modular scheme evaluation, an integrated method for modular division and evaluation was proposed. The paper analyzed the function and structure of the product, a quantitative information model of the product was built up. The weight of each quantitative index was distributed reasonably and comprehensive matrixes describing the relationship between components were constructed. The clustering algorithm based on atomic theory was used for module division. By changing the module granularity, several feasible schemes for product module division were obtained stably. In order to construct a comprehensive evaluation model of modular scheme to determine the optimal module division result, the modular degree of products and the module complexity based on information entropy were considered. The modular design of a small engraving machine was carried out by using the integrated design method of module division and comprehensive evaluation. Furthermore, by comparing the modular results obtained by atomic clustering algorithm and other module division methods, the feasibility and efficiency of the proposed design method were verified. |
| Key words: modular design atomic theory modular evaluation comprehensive evaluation information entropy |
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