Wyniki wyszukiwania - BazTech

Ograniczanie wyników

Znaleziono wyników: 2

Liczba wyników na stronie

Wyniki wyszukiwania

Wyszukiwano:
w słowach kluczowych: antipattern

Sortuj według:

Ogranicz wyniki do:

A method of object-oriented symbolical description and evaluation of machine elements using antipatterns

Kacalak W., Majewski M., Tucholka A.

Journal of Machine Engineering

2016

Vol. 16, No. 4

49--69

Authors propose a method of normalizing and analyzing structures, enabling automated cross-comparison of features observed in tested structures against predefined ones (both correct and incorrect reference elements). Application of this method, enables usage of numerical methods and neural networks for rapid classification of elements, while maintaining high level of flexibility, uncertainty and variety of input data. Additionally, a language, enabling symbolic representation of mechanical elements is presented and used in the demonstration of the proposed method applied to mechanical shafts. Authors explore one simple, and two more complex calculation models aimed at automation of the evaluation and rating of mechanical elements, with a purpose of improving the design and quality monitoring processes. Increase in efficiency of these processes results from applying proposed method as a tool for reducing common mistakes, faults, quality assessment time of large amounts of similar elements, or automatic suggesting of possible solutions.

Interactive systems for designing machine elements and assemblies

Kacalak W., Majewski M., Stuart K. D., Budniak Z.

Management and Production Engineering Review

2015

Vol. 6, No. 3

21--34

The article describes the development of fundamentals of machine elements and assemblies design processes automation using artificial intelligence, and descriptions of structural elements’ features in a natural language. In the proposed interactive automated design systems, computational artificial intelligence methods allow communication by speech and natural language, resulting in analyses of design engineer’s messages, analyses of constructions, encoding and assessments of constructions, CAD system controlling and visualizations. The system is equipped with several adaptive intelligent layers for human biometric identification, recognition of speech and handwriting, recognition of words, analyses and recognition of messages, enabling interpretation of messages, and assessments of human reactions. The article proposes a concept of intelligent processing for analysis of descriptions of machine elements’ structural features in a natural language. It also presents the developed methodology for similarity analysis between structural features of designed machine elements and corresponding antipatterns allowing normalization of parameters of the analysed structural solutions.