Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSN

Every day, millions of tons of temperature-sensitive goods are produced, transported, stored or distributed worldwide, thus making their temperature and humidity control essential. Quality control and monitoring of goods during the cold chain is an increasing concern for producers, suppliers, logist...

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Main Authors: Ricardo Badia-Melis, Luis Ruiz-Garcia, Javier Garcia-Hierro, Jose I. Robla Villalba
Format: Article
Language:English
Published: MDPI AG 2015-02-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/15/3/4781
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author Ricardo Badia-Melis
Luis Ruiz-Garcia
Javier Garcia-Hierro
Jose I. Robla Villalba
author_facet Ricardo Badia-Melis
Luis Ruiz-Garcia
Javier Garcia-Hierro
Jose I. Robla Villalba
author_sort Ricardo Badia-Melis
collection DOAJ
description Every day, millions of tons of temperature-sensitive goods are produced, transported, stored or distributed worldwide, thus making their temperature and humidity control essential. Quality control and monitoring of goods during the cold chain is an increasing concern for producers, suppliers, logistic decision makers and consumers. In this paper we present the results of a combination of RFID and WSN devices in a set of studies performed in three commercial wholesale chambers of 1848 m3 with different set points and products. Up to 90 semi-passive RFID temperature loggers were installed simultaneously together with seven motes, during one week in each chamber. 3D temperature mapping charts were obtained and also the psychrometric data model from ASABE was implemented for the calculation of enthalpy changes and the absolute water content of air. Thus thank to the feedback of data, between RFID and WSN it is possible to estimate energy consumption in the cold room, water loss from the products and detect any condensation over the stored commodities.
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spelling doaj.art-20d2ab909a084766bb26d30eb9f1541f2022-12-22T04:08:58ZengMDPI AGSensors1424-82202015-02-011534781479510.3390/s150304781s150304781Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSNRicardo Badia-Melis0Luis Ruiz-Garcia1Javier Garcia-Hierro2Jose I. Robla Villalba3Departamento de Ingeniería Agroforestal, ETSI Agrónomos, Universidad Politécnica de Madrid, 28040 Madrid, SpainDepartamento de Ingeniería Agroforestal, ETSI Agrónomos, Universidad Politécnica de Madrid, 28040 Madrid, SpainSensors Technology Laboratory, Centro Nacional de Investigaciones Metalúrgicas, Consejo Superior de Investigaciones Científicas (CENIM-CSIC), Avenida Gregorio del Amo 8, 28040 Madrid, SpainSensors Technology Laboratory, Centro Nacional de Investigaciones Metalúrgicas, Consejo Superior de Investigaciones Científicas (CENIM-CSIC), Avenida Gregorio del Amo 8, 28040 Madrid, SpainEvery day, millions of tons of temperature-sensitive goods are produced, transported, stored or distributed worldwide, thus making their temperature and humidity control essential. Quality control and monitoring of goods during the cold chain is an increasing concern for producers, suppliers, logistic decision makers and consumers. In this paper we present the results of a combination of RFID and WSN devices in a set of studies performed in three commercial wholesale chambers of 1848 m3 with different set points and products. Up to 90 semi-passive RFID temperature loggers were installed simultaneously together with seven motes, during one week in each chamber. 3D temperature mapping charts were obtained and also the psychrometric data model from ASABE was implemented for the calculation of enthalpy changes and the absolute water content of air. Thus thank to the feedback of data, between RFID and WSN it is possible to estimate energy consumption in the cold room, water loss from the products and detect any condensation over the stored commodities.http://www.mdpi.com/1424-8220/15/3/4781cold chainlogisticspost-harvestwireless sensor networksRFID
spellingShingle Ricardo Badia-Melis
Luis Ruiz-Garcia
Javier Garcia-Hierro
Jose I. Robla Villalba
Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSN
Sensors
cold chain
logistics
post-harvest
wireless sensor networks
RFID
title Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSN
title_full Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSN
title_fullStr Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSN
title_full_unstemmed Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSN
title_short Refrigerated Fruit Storage Monitoring Combining Two Different Wireless Sensing Technologies: RFID and WSN
title_sort refrigerated fruit storage monitoring combining two different wireless sensing technologies rfid and wsn
topic cold chain
logistics
post-harvest
wireless sensor networks
RFID
url http://www.mdpi.com/1424-8220/15/3/4781
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AT javiergarciahierro refrigeratedfruitstoragemonitoringcombiningtwodifferentwirelesssensingtechnologiesrfidandwsn
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