Naslov
Quality Monitoring and Analysis of Xinjiang 'Korla' Fragrant Pear in Cold Chain Logistics and Home Storage with Multi-Sensor Technology

Autori
Liu, Jingjing ; Xu, Zhang ; Li, Zhigang ; Zhang, Xiaoshuan ; Jemrić, Tomislav ; Wang, Xiang

Izvornik
Applied Sciences-Basel (2076-3417) 9 (2019), 18; 3895, 14

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
‘Korla’ fragrant pears ; cold chain logistic ; the multi-sensor technology ; back propagation neural network

Sažetak
Korla fragrant pear is prestigious for its special texture and unique flavor but suffers storage and supply chain diffculties for its deterioration-prone properties. In order to improve the storage quality of Korla fragrant pears during the whole cold chain from the orchard to the customers, the paper deeply researches multiple influencing factors of cold chain logistics and home storage of Korla fragrant pears with multi- sensor technology (MST), such as the temperature, relative humidity, concentrations of oxygen (O2), carbon dioxide (CO2) and ethylene (C2H4). Cold chain logistics are assessed by sensory evaluation and physiological index measurement, and home storage environments are classified by using back propagation neural network (BPNN) in both refrigerators and ordinary rooms. Experimental results show that the MST-based detectors can improve the accuracy of continuous sensor data acquisition, such that the preservation quality of Korla fragrant pears is effectively enhanced by data analysis on gas contents, firmness, pH, and total soluble solids. These results indicate that Korla fragrant pears stored in refrigerators have a higher acceptance for customers.

Izvorni jezik
Engleski

Znanstvena područja
Poljoprivreda (agronomija), Informacijske i komunikacijske znanosti

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