Document Type

Conference Proceeding

Conference

2001 ASAE Annual International Meeting

Publication Date

7-2001

DOI

10.13031/2013.7341

City

Sacramento, CA

Abstract

Dielectric measurements between 10 Hz to 13 MHz were obtained using an HP 4192A Impedance Analyzer for two types of artificially damaged corn samples: medium and severe damage. For each damage type, the measurements were obtained at two moisture content levels (11 and 19 percent, W.B.) and five damage levels (0, 10, 25, 50, and 100 percent). Each sample was also compressed to produce another bulk density. The results showed that dielectric properties were able to measure moisture content, bulk density, and mechanical damage level. Using dielectric variables only, medium damaged level was predicted with R 2 = 0.95 and RMSE =8.8 percent, while severe damage level was predicted with R 2 = 0.97 and RMSE = 6.96 percent. However, when the actual moisture content and bulk density were used along with dielectric variables, the severe damage level prediction was slightly improved with R 2 = 0.98 and RMSE = 5.97percent, and medium damage was also improved with R 2 = 0.98 and RMSE = 5.77 percent. The results showed that dielectric measurements had a good potential for measuring corn mechanical damage. However, further investigation is required to test combine- damaged corn using the same technique.

Copyright Owner

American Society of Agricultural and Biological Engineers

Language

en

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