Title :
A Non-invasive Method to Measure the Sweetness of Malaysian Papaya Quantitatively Using NIR Full-transmittance Technique - A Preliminary Study
Author :
Rahim, Azraa Afhzan Ab ; Sawal, Muhammad Syafiq Abdullah ; Tajjudin, Mazidah ; Halim, Ili Shairah Abdul
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
The fruit industry requires rapid, economical, and non destructive method for classifying fruits by internal quality. This research studied the development of a non destructive method that would enable consumers and producers to assess the maturity of papayas rapidly. Near Infra Red Spectroscopy (NIRS) was used to assess total Soluble Solid Content (SSC). A device consisting of infrared receiver sensor was developed to receive the infrared wavelength and a circuit was constructed to convert this reading into voltage. Fuzzy logic was applied as a decision support system to classify the sweetness of Malaysian papayas. The selected papayas were classified with two different categories which was ripe and unripe. Evaluation from the developed FIS scheme was compared with the results obtained from the refractometer which is in term of %Brix. It was found that the voltage obtained is proportional to the % Brix.
Keywords :
agricultural products; decision support systems; fuzzy reasoning; fuzzy set theory; infrared detectors; infrared spectra; nondestructive testing; production engineering computing; quality control; FIS scheme; Malaysian papaya; NIR full transmittance technique; decision support system; fruit industry; fruits classification; fuzzy inference system; fuzzy logic; infrared receiver sensor; internal quality; near infrared spectroscopy; nondestructive method; noninvasive method; papaya maturity assessment; papaya sweetness measurement; refractometer; soluble solid content assessment; Fuzzy logic; Fuzzy sets; Receivers; Skin; Solids; Spectroscopy; Sugar; %Brix; Fuzzy Inference System (FIS); Fuzzy Logic; Malaysian papaya; Near Infrared (NIR) Full-Transmittance; Soluble Solid Content (SSC);
Conference_Titel :
Computational Intelligence, Communication Systems and Networks (CICSyN), 2011 Third International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4577-0975-3
Electronic_ISBN :
978-0-7695-4482-3
DOI :
10.1109/CICSyN.2011.85