An Excel Spreadsheet to Estimate Performance Parameters for Chisel Plow-Tractor Combination Based on Trained an Artificial Neural Network

Abstract

An Excel spreadsheet to estimate performance parameters for chisel plow-tractor combination during tillage process based on trained an artificial neural network was developed. The performance parameters include field and fuel efficiencies, draft, and required energy. The spreadsheet may be used as extension method for agricultural engineers for solutions of farm mechanization management problems during tillage process. The loading factor of the tractor was selected to be an optimizing criterion for the operating parameters. The spreadsheet offers an educational help and clarification to most of the affecting parameters on performance parameters. It was validated by comparing predicted performance parameters with the results obtained during field experiments. It has proven to be very user-friendly and efficient to meet the requirement.