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University of Illinois at Urbana-Champaign

Combine performance evaluation and grain loss distribution characterization for corn and soybeans

Abstract

dc:description

Modern combines continue to get larger and are expected to harvest more acres in a shorter amount of time. There is an increased importance on accurately and efficiently evaluating the performance of these machines. The presented work looks into an economical and accurate method to understand combine performance and grain loss distribution while harvesting corn (Maize) and soybeans (Glycine max) with three Class 9 combines. This is done by utilizing 11 drop pans across the width of the machine and header to capture grain losses, data loggers to capture the combines telemetry data, and grain samples to evaluate the combines ability to thresh and clean the grain. The analysis resulting from this case study shows differences like a 3.6 bushels per acre higher loss rate for Combine C over Combine B in soybeans between the three combines in an efficient in-field method to better understand how effective these combines are at harvesting a crop, and a 3 gallons per hour higher fuel consumption rate for Combine C than Combine A and B in corn. The 11 drop pans and the four manual measurements are also utilized to create a distribution curve for loss and residue distribution measurement. This enables a better understanding of where the losses are occurring behind the combine and what percent of losses the measured area represents for the entire area that is being harvested. As shown, different combines distribute losses at different locations, so it is important for operators to understand the distribution differences.

Degree

thesis:*
Name thesis:degree_name
M.S.
Level thesis:degree_level
Thesis
Discipline thesis:degree_discipline
Engr Tech & Mgmt for Ag Sys
Grantor
University of Illinois at Urbana-Champaign
Year dc:date
2023

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Rexroad, William
Contributors dc:contributor
  • Allen, Cody M
  • Davidson, Paul
  • Issa, Salah

Subjects

dc:subject × 4

Rights

dc:rights
Statement dc:rights
  • Copyright 2023 William Rexroad
Language dc:language
en, eng

Identifiers

dc:identifier.*
Handle dc:identifier
https://hdl.handle.net/2142/122275

Chain of custody

source
Harvested from
University of Illinois - Urbana-Champaign
Base URL
www.ideals.illinois.edu/oai-pmh
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Rexroad, William. Combine performance evaluation and grain loss distribution characterization for corn and soybeans. Thesis thesis, University of Illinois at Urbana-Champaign, 2023. https://hdl.handle.net/2142/122275