Fault Diagnosis usingImproved Ant Colony Optimization Algorithm
Journal Title: International Journal of engineering Research and Applications - Year 2018, Vol 8, Issue 6
Abstract
:In this paper a novel method for solving diagnostic problems more effectively was designed by using a soft computing method. Firstly, vibration signal was measured and analyzed, secondly, the diagnostic tasks were solved by Ant Colony Optimization technique (ACO) and Genetic algorithm technique (GA) using analyzed data. The purpose of using GA and ACO is to compare them with our proposed method that combines advantages of both, GA and ACO algorithms. The created method integrates principles of both approaches and illustrates benefits of applying the integration of ACO and GA to solve diagnostic problems. The novel method provides better performance in both effectiveness and efficiency than the simple GA and ACO algorithms.
Authors and Affiliations
Sakena Alsadig Altahr Saied
Keywords
Related Articles
- EP ID EP394434
- DOI 10.9790/9622-0806046370.
- Views 120
- Downloads 0
Structure and Facet Characterization of Platinum Nanoparticles Loaded on Carbon Black Particles using HRTEM
The atomic structure of platinum nanoparticles (Pt NPs) loaded on carbon black (CB) particles was investigated using high-resolution transmission electron microscopy (HRTEM). The Pt NPs were inhomogeneously strained and...
Design, Construction and Experiment on Imbert Downdraft Gasifier Using South Sumatera Biomass and Low Rank Coal as Fuel
The solid fuel must be converted to gas fuel or liquid fuel for application to internal combustion engine or gas turbine. Gasification is a technology to convert solid fuel into combustible gas. Gasification system gener...
Targeting HIF1α/miR-22/CDK8/KAT5 feedback loop inhibits hepatocellular carcinoma development
The glucose metabolism reprogramming is a hallmark of liver cancer. Although miR-22 has been reported to function as a tumor repressor in HCC, its role in aerobic glycolysis has not explicitly been explored. In this stud...
“Robust Video Watermarking using Discrete Cosine Transform and Third level Discrete Wavelet Transform”
Digital watermarking technique is becoming popular for copyright information. The watermark embedded in the digital video may be incorrectly detected and extracted due to lack of appropriate algorithm, so the main concer...
New Techniques for High Efficiency Microwave Amplifiers
High efficiency is essential in microwave amplifier technology to optimize its capability and usage. With the variety of usage of the microwave amplifier especially in this changing and innovative technological era, it i...