Neuro-Fuzzy Modeling of Design Parameters of Connecting Rod
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 3
Abstract
Finite element analysis is frequently used for the simulation of complex shaped mechanical systems, under the complicated loading conditions; however, it is usually time consuming and difficult for the parametric design. To overcome this problem, Neuro-Fuzzy technique is used for modeling the design parameters of a component based on FEA results. In the present work, an attempt has been made to develop Neuro-Fuzzy model for predicting the maximum stresses generated in I section connecting rod (CR) at critical locations (node), based on FEA results. The three design parameters such as fillet radius, diameter and height of the big end of CR, obtained from FEA, are used as input for Neuro-Fuzzy model based on full factorial design. The Neuro-Fuzzy model is most efficient as regards to the accuracy achieved. Moreover, Neuro-Fuzzy modeling reduces the time as well as cost incurred for FE analysis of the component. It is concluded that Neuro-Fuzzy model may be preferred for modeling the design parameters of CR, under the fully reversible cyclic loading.
Authors and Affiliations
Atul Kaushik, Abhishek Tevatia, Anil Dahiya, Vikas Acharya, Amandeep
Keywords
Related Articles
- EP ID EP23706
- DOI -
- Views 350
- Downloads 8
Current Practices of Solid Waste Management in MITS Campus, Gwalior: A Case Study
Aim of the study was to access the present condition of the solid waste management in the MITS, Gwalior by taking key informants as field visits, personal interviews with different stakeholders and questionnaire to know...
An Investigation of Heat Transfer in Vertical Shaft Kiln Process of Cement Manufacture: Part I - Convection
Packed bed heat transfer associated with the black meal vertical shaft kiln (VSK) process of cement manufacture was studied using varying feed sizes of the raw material and air flow rates using an experimental prototype...
Comparative Study of Various Routing Protocols for Wireless Sensor Networks
Wireless Sensor Networks (WSN) are intended for monitoring an environment by sensing it, then collecting data, processing it and finally transmitting it to final destination. These sensor nodes have some constraints due...
Biometric Recognition Technique for ATM System
In 1930's, Mr. Luther G. Simijian initiated building first of kind and not so successful version of Tellering machine. He did register related patents. He initially came up with an idea of machine fixed in a wall called...
A DBS Intrusion Detection and Prevention System in Wireless Sensor Network
As in the modern era the use of sensor network starts yielding a great importance in variety of applications. Thus certain research work is carried out in this particular field. The thesis will concentrates on how to co...