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 356
- Downloads 8
Improvement of Bounce Characteristics on Locally Available Soil to Prepare Cricket Pitches
Cricket is one of the most popular sport in the world. Games progresses on hard and flat surface known as pitch. A model of pitch was developed with soil and aggregate to scrutinize their behaviours. The physic of pitch...
Intelligent Transport System
Due to increase in population there is a need for more transportation system. Because of the current system the traffic flow has greatly increased. Here we propose an intelligent traffic prediction system that captures...
Quasi-Z-Source Based WECS for Suppression of Short Term Fluctuations
This paper proposes the design and simulation of Quasi-Z-source based wind energy conversion system for suppressing short term fluctuations. Quasi-Z-source inverter is a new promising power adaptation technology perfect...
Replacement of Synthetic Fiber with Eco Friendly Natural Fiber As Rein Forcement in Composite Materials and Compare Their Properties
Polymers are serving to a maximum extent, but they are also posing environmental problems due to their nonjudicious usage. The main problem with most of the polymers is their non- degradable nature which can pollute the...
New Techniques and Approaches for Live Wire Maintenance of Transmission Lines
In the field of Electrical Engineering, the transmission line play an important role for transmission of electricity one place to another place. Generally we have to see that during transmission of electricity, some fau...