A novel quality comprehensive evaluation method based on product gene for solving the manufacturing quality tracking problem of large equipment

Xu, Wenxiang; Chen, Guo; Guo, Sen; Wang, Lei; Li, Xixing

doi:10.1016/j.cie.2020.107032

Cited by 8 publications

(5 citation statements)

References 39 publications

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“…LI Pan analogizes biological gene structure in an FBAS (functionsbehaviors-attributes--structure schemes) process, compares the functions and structure schemes in the model to biological traits and proteins, then puts forward a product gene definition composed of behaviors and attributes [30]. Xu proposed a novel quality comprehensive evaluation method based on product gene and described model structure and encoding method of product gene by considering the characteristics of large equipment and its manufacturing process [31]. Luo et al constructed a product shape gene based on design semiotics to form the inheritance and variation of a product in the same product family.…”

Section: The Genetic Engineering Methodsmentioning

confidence: 99%

Interactive mechanical product innovation design method based on FBS extended by behavior layer

Bai

Sun

ZHANG

et al. 2023

Preprint

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Function-behavior-structure (FBS) method models the functional structure and principle scheme in conceptual design by connecting three variables: product function, behavior, and structure. The traditional FBS method cannot deal effectively with the cooperation problem between man and machine in the function achievement process. This paper proposes an FBS-based interactive mechanical product design method by extending the behavior layer. First, define and transform operational behavior from the function to the behavior layer. Second, the genetic engineering method is used in expected operational behavior design. In this part, the operational behavior as genetic information is constructed to operational behavior genes model by Extenics theory. Based on a homology product sample library, screen the target gene through the GloVe model and similarity algorithm. The original operational behavior is then modified to an expected one by Extenics transformation. Finally, the product structure is obtained through an analogy transformation process. This way, the operational behavior problem in the interactive mechanical product can be solved by this FBS design process. The feasibility and effectiveness of the proposed process are verified in the development of an apple picking device.

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Section: The Genetic Engineering Methodsmentioning

confidence: 99%

Interactive mechanical product innovation design method based on FBS extended by behavior layer

Bai

Sun

ZHANG

et al. 2023

Preprint

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“…Comprehensive evaluation as a helpful analysis method widely used in many aspects such as electric power development [37] and quality tracking in manufacturing process [38]. Just as its name implies, it is a combination of more than two different evaluation methods, drawing the advantages of different evaluation methods.…”

Section: Comprehensive Evaluationmentioning

confidence: 99%

“…Thus it is regarded as a better choice in the decision-making analysis process. Different combinations of evaluation methods can deal with different research problems, such as the utilization of weight analysis based on the entropy theory, the combination between ranking analysis and technique for order preference by similarity to an ideal solution (TOPSIS) analyzed process [37] for electric power development comparison, the combination between fuzzy language analysis and information entropy to construct optimization model [39], and other combinations like the combination AHP analysis and fuzzy theory [40], the combination between probabilistic language and quantitative analysis to acquire relevant results [41]. From the aforementioned analysis in this section, we can see a scene that different combinations of different evaluation methods are applied in many aspects from construction field to energy sector.…”

Section: Comprehensive Evaluationmentioning

confidence: 99%

Selecting Suitable Key Supplier for Core Components During Smart Complex Equipment Central-Private Enterprises Collaborative Development Process: From Two Different Forms of Evaluation Information and Matching Perspective

Huang,

Qi,

Chen

et al. 2023

J. of Syst. Eng. Electron.

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With the development of central-private enterprises integration, selecting suitable key suppliers are able to provide core components for smart complex equipment. We consider selecting suitable key suppliers from matching perspective, for it not only satisfies natural development of smart complex equipment, it is also a good implementation of equipment project in central-private enterprises integration context. In in this paper, we carry out two parts of research, one is evaluation attributes based on comprehensive analysis, and the other is matching process between key suppliers and core components based on the matching attribute. In practical analysis process, we employ comprehensive evaluated analysis methods to acquire relevant attributes for the matching process that follows. In the analysis process, we adopt entropy-maximum deviation method (MDM)decision-making trial and evaluation laboratory (DEMATEL)-technique for order preference by similarity to an ideal solution (TOP-SIS) to obtain a comprehensive analysis. The entropy-MDM is applied to get weight value, DEMATEL is utilized to obtain internal relations, and TOPSIS is adopted to get ideal evaluated solution. We consider aggregating two types of evaluation information according to similarities of smart complex equipment based on the combination between geometric mean and arithmetic mean. Moreover, based on the aforementioned attributes and generalized power Heronian mean operator, we aggregate preference information to acquire relevant satisfaction degree, then combine the constructed matching model to get suitable key supplier. Through comprehensive analysis of selecting suitable suppliers, we know that two-sided matching and information aggregation can provide more research perspectives for smart complex equipment. Through analysis for relevant factors, we find that leading role and service level are also significant for the smart complex equipment development process.

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“…They play a crucial role in both conceptual and detailed design phases. The manufacturing gene, also known as the quality gene [35][36][37], is applied in planning the production process, scheduling, and later stages of equipment operation and maintenance [38]. Analyzing the relationship between the different stages of the product lifecycle and the product genes is shown in Figure 1.…”

Section: Origin Of Functional Genementioning

confidence: 99%

From Biological Gene to Functional Gene: Revolutionizing Product Innovation Design

Zhang,

Ren,

Zhang

et al. 2023

Applied Sciences

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The functional gene is a product of functional information expression methods inspired by biological genes. Product innovation design is essentially a process of functional problem-solving, which has an intrinsic connection with biological gene expression. The analogy of biological genes, which standardize product function information into functional genes and apply them in product innovation design, holds enormous potential. This paper provides a comprehensive analysis of relevant literature. Firstly, it elaborates on the development of functional genes from the refinement of product genes, clarifying the relationship between functional genes and product genes. Then, it discusses the theoretical foundations of functional gene research, such as the concept, characteristics, and information transmission pathways of functional genes. Moreover, it analyzes key technologies for the application of functional genes, such as functional information encoding forms, and functional gene structure, while summarizing research case studies on functional gene applications. Finally, it explores three key challenges: determining functional gene information content, protecting intellectual property rights, and identifying defects. It also proposes research entry points, aiming to provide references for the field of product innovation design.

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A novel quality comprehensive evaluation method based on product gene for solving the manufacturing quality tracking problem of large equipment

Cited by 8 publications

References 39 publications

Interactive mechanical product innovation design method based on FBS extended by behavior layer

Interactive mechanical product innovation design method based on FBS extended by behavior layer

Selecting Suitable Key Supplier for Core Components During Smart Complex Equipment Central-Private Enterprises Collaborative Development Process: From Two Different Forms of Evaluation Information and Matching Perspective

From Biological Gene to Functional Gene: Revolutionizing Product Innovation Design

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