Investigation of the Moisture Content Effect on Dielectric Parameters in Peach and Quince Leaves

Yıl 2020, Cilt: 32 Sayı: 1, 137 - 145, 03.03.2020

Bahadır Başyiğit

https://doi.org/10.35234/fumbd.601955

Öz

Today, in the agricultural sector, the use of remote sensing and
automation systems is increased to increase the yield and quality of the
product. One of the main determinant parameters in the technologies used in
microwave heating/drying and remote monitoring/control an application is the
dielectric properties of plants. Therefore, it is important to determine the
dielectric characteristics of plant materials for proper operation of the
systems to be used in these applications. In this study, dielectric parameters
of the peach and quince leaves produced in Isparta region are measured by
Waveguide Transmission Line Method. Measurements are conducted between
3.30-4.90 GHz (for WR229 waveguide) and the dielectric characteristics of the
leaves are examined depending on the moisture content and frequency. A new
model with a curve fitting method based on frequency and moisture content (MC)
is proposed used dielectric measurement data of peach leaves. This model is
compared with the dielectric measurement results of quince leaves which belong
to the same family with peach type to see the accuracy of the proposed model is
tested. To obtain the performance of the model, the coefficient of
determination R² and Mean Square Root of Errors (RMSE) are obtained
as 0.995 and 0.755, respectively.

Anahtar Kelimeler

Dielectric measurement, remote sensing, moisture content, peach leaf, quince leaf

Şeftali ve Ayva Yapraklarında Nem Miktarının Dielektrik Parametreleri Üzerindeki Etkisinin İncelenmesi

Öz

Günümüzde tarım sektöründe, ürünün verim ve kalitesini artırmak için uzaktan algılama ve otomasyon sistemlerinin kullanımı artmaktadır. Mikrodalga ısıtma/kurutma ve uzaktan izleme/kontrol uygulamalarında kullanılan teknolojilerde temel belirleyici parametrelerden biri, bitkilerin dielektrik özellikleridir. Bu nedenle, bu uygulamalarda kullanılacak sistemlerin doğru çalışması için bitkisel malzemelerin dielektrik karakteristiklerinin belirlenmesi önem arz eder. Bu çalışmada Isparta bölgesinde yoğun olarak üretilen şeftali ve ayva ağaçlarının yapraklarına ait dielektrik parametreler Dalga Kılavuzu İletim Hattı yöntemiyle ölçülmüştür. Ölçümler 3,30-4,90 GHz arasında (WR229 dalga kılavuzu için) yapılmış ve yaprakların dielektrik karakteristikleri nem içeriği ve frekansa bağlı olarak incelenmiştir. Şeftali yapraklarının dielektrik ölçüm verileri kullanarak frekans ve nem içeriğine (Nİ) bağlı, eğri uydurma yöntemiyle yeni bir model önerilmiştir. Bu model, şeftali türüyle aynı aileden olan ayva yaprağının dielektrik ölçüm sonuçlarıyla karşılaştırılarak önerilen modelin doğruluğu test edilmiştir. Modelin performansını görmek için regresyon katsayısı R2 ve Hataların Ortalama Kare Kökü (RMSE) değerleri sırasıyla 0,995 ve 0,755 olarak elde edilmiştir.

Anahtar Kelimeler

Dielektrik ölçümü, uzaktan algılama, nem oranı, şeftali yaprağı, ayva yaprağı

Kaynakça

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