Challenges to Bayesian decision support using morphological matrices for design: empirical evidence

“…The whole set of engineering solutions in the matrix constitutes the morphological set of solutions. Morphological approaches are widely used in various fields of science, engineering and economics [10][11][12].…”

Section: Morphological Approachesmentioning

confidence: 99%

Prediction of engineering solutions based on morphological approach

Rakov

2023

E3S Web of Conf.

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Forecasting of scientific solutions based on the morphological approach, as well as the analysis and synthesis of new ideas and engineering solutions depends on a large number of different factors. This means that the specific results and duration of analysis and synthesis largely contain uncertainty factors. Uncertainty arises from the diversity of internal and external relationships, the complexity and variety of causal factors and the complexity with other engineering and social systems. The increasing need to increase the speed of adoption and development of new innovative engineering solutions determines the importance of building predictive models and finding methods to increase the compared alternatives and methods for their evaluation. The aim of the paper is to analyze the application of the improved morphological approach for predicting the development of complex systems. As a result, the analysis of the complex system of the system and forecasting of its development is carried out. The use of the proposed approach can be considered as a process of increasing the stability of synthesized systems and processes.

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“…Against each of these attributes, the designer will have to select a conceptual solution. The combination of all these solutions then generates the final design concept [8].…”

Section: Fig 1 Improving System Performance Depending On Conceptual mentioning

confidence: 99%

Advanced Morphological Approach in Aerospace Design During Conceptual Stage

Bardenhagen

Rakov

2019

FU Mech Eng

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This paper presents an advanced morphological approach supporting designers and developers in their search for as well as synthesis and analysis of new engineering solutions during the conceptual design stage. The proposed method is based on the cluster analysis and the set theory, the set of rules and engineering implementations maximizing the gain of the products potential. The number of possible combinations using the standard morphological technology is extremely large. We present a mathematical framework that handles this problem. The method was evaluated with case studies of new engineering solutions in aerospace, ecology and adaptive soundproofing system. The case studies verified the significant potential of the proposed approach in comparison with the methods presently in use.

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Challenges to Bayesian decision support using morphological matrices for design: empirical evidence

Cited by 10 publications

References 44 publications

Development of a quantitative analysis system for greener and economically sustainable wind farms

Development of a quantitative analysis system for greener and economically sustainable wind farms

Prediction of engineering solutions based on morphological approach

Advanced Morphological Approach in Aerospace Design During Conceptual Stage

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