Title :
Density-Independent Arithmetic for Cereal Moisture Content Measurement
Author :
Jiang, Yu ; Cao, Jun ; Yang, Guohui
Author_Institution :
Inf. & Commun. Eng. Coll., Harbin Eng. Univ.
Abstract :
Microwave techniques are suitable for on-line real-time monitoring and control. However, when using in cereal moisture content determination, bulk density fluctuations cause significant errors in moisture. The density-independent function that is limited to transmission techniques was obtained by experience, and has been widely used in many papers. A novel function, which interrelates with the cereal´s dielectric properties, is identified, and regression equations of moisture content are given. The calibration function of moisture content and bulk density of cereal is presented based on the new density-independent function. The experiment shows the good performance of the new arithmetic that coefficient of determination and the mean squared error are 0.985 and 0.019 respectively
Keywords :
agricultural products; microwave measurement; moisture control; moisture measurement; monitoring; regression analysis; bulk density fluctuations; cereal moisture content measurement; cereals dielectric properties; density-independent arithmetic; microwave techniques; online real-time control; online real-time monitoring; regression equations; transmission techniques; Arithmetic; Attenuation; Density measurement; Dielectric constant; Microwave measurements; Microwave ovens; Microwave theory and techniques; Moisture measurement; Permittivity measurement; Phase change materials; density-independent; measuring moisture content; microwave; permittivity;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1714118