Title: Prediction of performance and emission characteristics of biodiesel microexplosion process in CI engine by utilising NN-IABC approach

Authors: Selvaraj Manickam; P. Senthilkumar

Addresses: Department Automobile Engineering, MIT Campus, Anna University, Chennai, India ' Department Automobile Engineering, MIT Campus, Anna University, Chennai, India

Abstract: The world is getting modernised and industrialised step by step. Utilisation of traditional diesel fuel causes a difficult issue of air contamination and consequences for the earth prompting impact like nursery, few consider diesel fuel brings about high discharge in diesel motor. In this paper, it propose a Jatropha biodiesel, which can be utilised as an option diesel fuel, is produced using inexhaustible natural sources, for example, vegetable oil and creature fats. The principle destinations of this paper are to examine the execution and discharges qualities of a compression ignition (CI) engine keep running with biodiesel under miniaturised scale blast handle with different loads and weight. The test consequences of SFC, SEC, TFC, BP, BTE and fumes temperature and additionally CO₂, O₂, NOx, CO and HC outflows were displayed and talked about by the assistance of NN improvement with IABC calculation. In view of the exploratory outcomes, NN performs preferred outcome over ordinary calculations. The improvement calculations foresee the parameters viably and executed in MATLAB programming.

Keywords: biodiesel; compression ignition engine; microexplosion; neural network; improved artificial bee colony; IABC.

DOI: 10.1504/IJMTM.2021.114699

International Journal of Manufacturing Technology and Management, 2021 Vol.35 No.1, pp.34 - 50

Received: 16 Feb 2017
Accepted: 15 Jun 2017
Published online: 04 May 2021 *

Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article