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Badia-Melis R, Ruiz-Garcia L, Robla-Villalba JI, Hoyos-Echevarria P. Evaluation of Pallet Covers Performance for Produce Protection in Cold Chain Logistics for Chard, Cucumbers and Carrots. Foods 2023; 12:2961. [PMID: 37569230 PMCID: PMC10419181 DOI: 10.3390/foods12152961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/31/2023] [Accepted: 08/03/2023] [Indexed: 08/13/2023] Open
Abstract
Cold chain disruption and refrigeration failures are common issues in the logistics of perishable food products. In these cases, the use of pallet covers should be very useful, delaying the increase of product temperatures inside the pallets until cooling conditions are restored. However, there are no studies about the performance of pallet covers in these types of situations, which could persist for hours. This paper evaluates the performance of three different types of cold chain covers versus having no cover for three different types of vegetables (chard, cucumbers, and carrots). A refrigeration failure during the cold chain was simulated. The three covers presented an improvement in temperature loss compared to the no-cover situation, with the average time for the temperature to increase from 4 to 10 °C with a cover being a range of 214 to 506 min, while for no cover, from 162 to 211 min. Relative humidity (RH) always presented improved preservation with a cover than with no cover, except for one case. The correlation between the thermal images and sensor temperatures was also studied.
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Affiliation(s)
- Ricardo Badia-Melis
- Departamento de Ingeniería Agroforestal, ETSIAAB, Universidad Politécnica de Madrid (UPM), Edificio Motores, Avda. Puerta de Hierro 2, 28040 Madrid, Spain
| | - Luis Ruiz-Garcia
- Departamento de Ingeniería Agroforestal, ETSIAAB, Universidad Politécnica de Madrid (UPM), Edificio Motores, Avda. Puerta de Hierro 2, 28040 Madrid, Spain
| | - Jose Ignacio Robla-Villalba
- Sensors Technology Laboratory, Centro Nacional de Investigaciones Metalúrgicas, Consejo Superior de Investigaciones Científicas (CENIM-CSIC), Avenida Gregorio del Amo 8, 28040 Madrid, Spain
| | - Pedro Hoyos-Echevarria
- Departamento de Producción Agraria, ETSIAAB, Universidad Politécnica de Madrid (UPM), Edificio Agrícolas, Avda. Puerta de Hierro 2, 28040 Madrid, Spain
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2
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Optimizing the postharvest supply chain of imported fresh produce with physics-based digital twins. J FOOD ENG 2022. [DOI: 10.1016/j.jfoodeng.2022.111077] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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3
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Lamberty A, Kreyenschmidt J. Ambient Parameter Monitoring in Fresh Fruit and Vegetable Supply Chains Using Internet of Things-Enabled Sensor and Communication Technology. Foods 2022; 11:foods11121777. [PMID: 35741974 PMCID: PMC9222862 DOI: 10.3390/foods11121777] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/07/2022] [Accepted: 06/09/2022] [Indexed: 11/16/2022] Open
Abstract
Up to half of the global fruit and vegetable production is wasted or lost along the supply chain, causing wastage of resources and economic losses. Ambient parameters strongly influence quality and shelf life of fresh fruit and vegetables. Monitoring these parameters by using Internet of things (IoT)-enabled sensor and communication technology in supply chains can help to optimize product qualities and hence reduce product rejections and losses. Various corresponding technical solutions are available, but the diverse characteristics of fresh plant-based produce impede establishing valuable applications. Therefore, the aim of this review is to give an overview of IoT-enabled sensor and communication technology in relation to the specific quality and spoilage characteristics of fresh fruit and vegetables. Temperature, relative humidity (RH), O2, CO2 and vibration/shock are ambient parameters that provide most added value regarding product quality optimization, and can be monitored by current IoT-enabled sensor technology. Several wireless communication technologies are available for real-time data exchange and subsequent data processing and usage. Although many studies investigate the general possibility of monitoring systems using IoT-enabled technology, large-scale implementation in fresh fruit and vegetable supply chains is still hindered by unsolved challenges.
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Affiliation(s)
- Anna Lamberty
- Department of Fresh Produce Logistics, Hochschule Geisenheim University, 65366 Geisenheim, Germany;
- Projects and Innovation Department, Euro Pool System International (Deutschland) GmbH, 53332 Bornheim, Germany
- Correspondence:
| | - Judith Kreyenschmidt
- Department of Fresh Produce Logistics, Hochschule Geisenheim University, 65366 Geisenheim, Germany;
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4
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OLIVEIRA CCMD, OLIVEIRA DRBD, SPAGNOL WA, TAVARES LR, SILVEIRA JUNIOR V. Heterogeneity of the remaining lifespan of table grapes in refrigerated transportation. FOOD SCIENCE AND TECHNOLOGY 2022. [DOI: 10.1590/fst.05821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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5
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So JH, Joe SY, Hwang SH, Jun S, Lee SH. Analysis of the Temperature Distribution in a Refrigerated Truck Body Depending on the Box Loading Patterns. Foods 2021; 10:foods10112560. [PMID: 34828842 PMCID: PMC8625125 DOI: 10.3390/foods10112560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/10/2021] [Accepted: 10/22/2021] [Indexed: 12/01/2022] Open
Abstract
The main purpose of cold chain is to keep the temperature of products constant during transportation. The internal temperature of refrigerated truck body is mainly measured with a temperature sensor installed at the hottest point on the body. Hence, the measured temperature cannot represent the overall temperature values of transported products in the body. Moreover, the airflow pattern in the refrigerated body can vary depending on the arrangement of loaded logistics, resulting temperature differences between the transported products. In this study, the airflow and temperature change in the refrigerated body depending on the loading patterns of box were analyzed using experimental and numerical analysis methods. Ten different box loading patterns were applied to the body of 0.5 ton refrigerated truck. The temperatures inside boxes were measured depending on the loading patterns. CFD modeling with two different turbulence models (k-ε and SST k-ω) was developed using COMSOL Multiphysics for predicting the temperatures inside boxes loaded with different patterns, and the predicted data were compared to the experimental data. The k-ε turbulence model showed a higher temperature error than the SST k-ω model; however, the highest temperature point inside the boxes was almost accurately predicted. The developed model derived an approximate temperature distribution in the boxes loaded in the refrigerated body.
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Affiliation(s)
- Jun-Hwi So
- Department of Smart Agriculture Systems, Chungnam National University, Daejeon 34134, Korea; (J.-H.S.); (S.-H.H.)
| | - Sung-Yong Joe
- Department of Biosystems Machinery Engineering, Chungnam National University, Daejeon 34134, Korea;
| | - Seon-Ho Hwang
- Department of Smart Agriculture Systems, Chungnam National University, Daejeon 34134, Korea; (J.-H.S.); (S.-H.H.)
| | - Soojin Jun
- Department of Human Nutrition, Food and Animal Sciences, University of Hawaii at Manoa, Honolulu, HI 96822, USA
- Correspondence: (S.J.); (S.-H.L.); Tel.: +1-808-956-8283 (S.J.); +82-42-821-6718 (S.-H.L.); Fax: +1-808-956-4024 (S.J.); +82-42-823-6246 (S.-H.L.)
| | - Seung-Hyun Lee
- Department of Smart Agriculture Systems, Chungnam National University, Daejeon 34134, Korea; (J.-H.S.); (S.-H.H.)
- Department of Biosystems Machinery Engineering, Chungnam National University, Daejeon 34134, Korea;
- Correspondence: (S.J.); (S.-H.L.); Tel.: +1-808-956-8283 (S.J.); +82-42-821-6718 (S.-H.L.); Fax: +1-808-956-4024 (S.J.); +82-42-823-6246 (S.-H.L.)
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6
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Comparison of machine learning classifiers: A case study of temperature alarms in a pharmaceutical supply chain. INFORM SYST 2021. [DOI: 10.1016/j.is.2021.101759] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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7
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Masudin I, Ramadhani A, Restuputri DP, Amallynda I. The Effect of Traceability System and Managerial Initiative on Indonesian Food Cold Chain Performance: A Covid-19 Pandemic Perspective. GLOBAL JOURNAL OF FLEXIBLE SYSTEMS MANAGEMENT 2021; 22:331-356. [PMID: 36748031 PMCID: PMC8328815 DOI: 10.1007/s40171-021-00281-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 07/10/2021] [Indexed: 02/08/2023]
Abstract
This study aims to determine the effect of managerial initiatives on the adoption of traceability systems on food cold chain performance during the Covid-19 pandemic. Managerial initiatives are allegedly needed to improve the company's performance because it improves the traceability system in the supply chain. In addition, the effect of the traceability system adoption on the Indonesian food cold-chain performance during the Covid-19 pandemic is also discussed in this study. This study uses a quantitative approach and purposive sampling with a questionnaire research instrument obtained 250 statements of Indonesian consumers and retail employees. Partial least squares for structural equation modeling (PLS-SEM) were used to analyze latent variables' relationships. This study indicates that the traceability system has a significant effect on the performance of the food cold-chain during the Covid-19 pandemic. In addition, the adoption of electronic data exchange (EDI), radio frequency identification (RFID), and blockchain significantly impacted traceability systems during the Covid-19 pandemic. The managerial application of the initiative showed a positive and significant impact on the performance of the food cold-chain during the Covid-19 pandemic. However, the managerial initiative is not able to moderate the adoption of the traceability system.
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Affiliation(s)
- Ilyas Masudin
- University of Muhammadiyah Malang, Jalan Raya Tlogomas 246, Malang, 65144 Indonesia
| | - Anggi Ramadhani
- University of Muhammadiyah Malang, Jalan Raya Tlogomas 246, Malang, 65144 Indonesia
| | | | - Ikhlasul Amallynda
- University of Muhammadiyah Malang, Jalan Raya Tlogomas 246, Malang, 65144 Indonesia
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8
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Ding Y, Jin M, Li S, Feng D. Smart logistics based on the internet of things technology: an overview. INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS 2020. [DOI: 10.1080/13675567.2020.1757053] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Yangke Ding
- College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, People’s Republic of China
| | - Mingzhou Jin
- Department of Industrial & Systems Engineering, University of Tennessee, Knoxville, TN, United States
| | - Sen Li
- College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, People’s Republic of China
| | - Dingzhong Feng
- College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, People’s Republic of China
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9
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Ramírez-Faz J, Fernández-Ahumada LM, Fernández-Ahumada E, López-Luque R. Monitoring of Temperature in Retail Refrigerated Cabinets Applying IoT Over Open-Source Hardware and Software. SENSORS (BASEL, SWITZERLAND) 2020; 20:E846. [PMID: 32033345 PMCID: PMC7038712 DOI: 10.3390/s20030846] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 01/22/2020] [Accepted: 02/03/2020] [Indexed: 11/18/2022]
Abstract
The control of refrigeration in the food chain is fundamental at all stages, with special emphasis on the retail stage. The implementation of information and communication technologies (IoT, open-source hardware and software, cloud computing, etc.) is representing a revolution in the operational paradigm of food control. This paper presents a low-cost IoT solution, based on free hardware and software, for monitoring the temperature in refrigerated retail cabinets. Specifically, the use of the ESP-8266-Wi-Fi microcontroller with DS18B20 temperature sensors is proposed. The ThingSpeak IoT platform is used to store and process data in the cloud. The solution presented is robust, affordable, and flexible, allowing to extend the scope of supervising other relevant parameters in the operating process (light control, energy efficiency, consumer presence, etc.).
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Affiliation(s)
- José Ramírez-Faz
- Department of Electrical Engineering, University of Córdoba, Campus de Rabanales, 14071 Córdoba, Spain;
| | | | - Elvira Fernández-Ahumada
- Department of Mathematics, University of Córdoba, c/San Alberto Magno s/n, 14071 Córdoba, Spain;
| | - Rafael López-Luque
- Department of Applied Physics, University of Córdoba, Campus de Rabanales, 14071 Córdoba, Spain;
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10
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Óskarsdóttir K, Oddsson GV. Towards a decision support framework for technologies used in cold supply chain traceability. J FOOD ENG 2019. [DOI: 10.1016/j.jfoodeng.2018.07.013] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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11
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Lin Q, Zhang F, Jiang W, Wu H. Environmental Monitoring of Ancient Buildings Based on a Wireless Sensor Network. SENSORS 2018; 18:s18124234. [PMID: 30513853 PMCID: PMC6308832 DOI: 10.3390/s18124234] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 11/18/2018] [Accepted: 11/30/2018] [Indexed: 11/16/2022]
Abstract
Environmental monitoring plays an important role in the preventive protection of ancient buildings, although it is still in the prototype stage. In order to provide data support for the protection of ancient buildings, an environmental monitoring system with multi-sensor and multi-node for the interior and exterior of ancient buildings is designed and realized, based on ZigBee, TCP/IP, and intranet penetration technology. The new type of indoor node package box and outdoor package device are designed to meet the needs of different types of sensors. The monitoring platform is developed on the strength of the LabView so as to obtain real-time display, storage, and over-limit warning functions for local and remote monitoring data. It also proves that the monitoring system is stable and reliable by monitoring the actual ancient building with a brick (stone) structure.
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Affiliation(s)
- Qijing Lin
- Collaborative Innovation Center of High-End Manufacturing Equipment, Xi'an Jiaotong University, Xi'an 710054, China.
- State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China.
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai 200240, China.
| | - Fuzheng Zhang
- State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China.
| | - Weile Jiang
- Institute of Heritage Sites & Historical Architecture Conservation, Xi'an Jiaotong University, Xi'an 710049, China.
- School of Architecture, Xi'an University of Architecture and Technology, Xi'an 710055, China.
| | - Hao Wu
- State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China.
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12
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13
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Badia-Melis R, Emond J, Ruiz-García L, Garcia-Hierro J, Robla Villalba J. Explorative study of using infrared imaging for temperature measurement of pallet of fresh produce. Food Control 2017. [DOI: 10.1016/j.foodcont.2016.12.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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14
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Viman L, Daraban M, Fizesan R, Iuonas M. XpertTrack: Precision Autonomous Measuring Device Developed for Real Time Shipments Tracker. SENSORS 2016; 16:s16030355. [PMID: 26978360 PMCID: PMC4813930 DOI: 10.3390/s16030355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Revised: 03/03/2016] [Accepted: 03/07/2016] [Indexed: 11/22/2022]
Abstract
This paper proposes a software and hardware solution for real time condition monitoring applications. The proposed device, called XpertTrack, exchanges data through the GPRS protocol over a GSM network and monitories temperature and vibrations of critical merchandise during commercial shipments anywhere on the globe. Another feature of this real time tracker is to provide GPS and GSM positioning with a precision of 10 m or less. In order to interpret the condition of the merchandise, the data acquisition, analysis and visualization are done with 0.1 °C accuracy for the temperature sensor, and 10 levels of shock sensitivity for the acceleration sensor. In addition to this, the architecture allows increasing the number and the types of sensors, so that companies can use this flexible solution to monitor a large percentage of their fleet.
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Affiliation(s)
- Liviu Viman
- Applied Electronics Department, Faculty of Electronics, Telecommunications and Information Technology, Technical University of Cluj Napoca, George Baritiu 26-28, Cluj Napoca 400114, Romania.
- Information Technology in Electronics Research and Development Center, Faculty of Electronics, Telecommunications and Information Technology, Technical University of Cluj Napoca, George Baritiu 26-28, Cluj Napoca 400114, Romania.
| | - Mihai Daraban
- Applied Electronics Department, Faculty of Electronics, Telecommunications and Information Technology, Technical University of Cluj Napoca, George Baritiu 26-28, Cluj Napoca 400114, Romania.
- Information Technology in Electronics Research and Development Center, Faculty of Electronics, Telecommunications and Information Technology, Technical University of Cluj Napoca, George Baritiu 26-28, Cluj Napoca 400114, Romania.
| | - Raul Fizesan
- Applied Electronics Department, Faculty of Electronics, Telecommunications and Information Technology, Technical University of Cluj Napoca, George Baritiu 26-28, Cluj Napoca 400114, Romania.
- Information Technology in Electronics Research and Development Center, Faculty of Electronics, Telecommunications and Information Technology, Technical University of Cluj Napoca, George Baritiu 26-28, Cluj Napoca 400114, Romania.
| | - Mircea Iuonas
- Lives International 3, Rue Jules Guesde, Levallois Perret, Paris 92300, France.
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15
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Mayo Bayón R, González Suárez VM, Mateos Martín F, Lopera Ronda JM, Álvarez Antón JC. A wireless portable high temperature data monitor for tunnel ovens. SENSORS 2014; 14:14712-31. [PMID: 25120161 PMCID: PMC4179026 DOI: 10.3390/s140814712] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Revised: 07/25/2014] [Accepted: 07/25/2014] [Indexed: 11/16/2022]
Abstract
Tunnel ovens are widely used in the food industry to produce biscuits and pastries. In order to obtain a high quality product, it is very important to control the heat transferred to each piece of dough during baking. This paper proposes an innovative, non-distorting, low cost wireless temperature measurement system, called “eBiscuit”, which, due to its size, format and location in the metal rack conveyor belt in the oven, is able to measure the temperature a real biscuit experience while baking. The temperature conditions inside the oven are over 200 °C for several minutes, which could damage the “eBiscuit” electronics. This paper compares several thermal insulating materials that can be used in order to avoid exceeding the maximum operational conditions (80 °C) in the interior of the “eBiscuit. The data registered is then transmitted to a base station where information can be processed to obtain an oven model. The experimental results with real tunnel ovens confirm its good performance, which allows detecting production anomalies early on.
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Affiliation(s)
- Ricardo Mayo Bayón
- Department of Electrical Engineering, Viesques Campus, University of Oviedo, Gijón 33204, Spain.
| | - Víctor M González Suárez
- Department of Electrical Engineering, Viesques Campus, University of Oviedo, Gijón 33204, Spain.
| | - Felipe Mateos Martín
- Department of Electrical Engineering, Viesques Campus, University of Oviedo, Gijón 33204, Spain.
| | - Juan M Lopera Ronda
- Department of Electrical Engineering, Viesques Campus, University of Oviedo, Gijón 33204, Spain.
| | - Juan C Álvarez Antón
- Department of Electrical Engineering, Viesques Campus, University of Oviedo, Gijón 33204, Spain.
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16
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Hung SS, Chang CY, Hsu CJ, Chen SW. Analysis of building envelope insulation performance utilizing integrated temperature and humidity sensors. SENSORS 2012; 12:8987-9005. [PMID: 23012529 PMCID: PMC3444087 DOI: 10.3390/s120708987] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Revised: 06/12/2012] [Accepted: 06/25/2012] [Indexed: 11/16/2022]
Abstract
A major cause of high energy consumption for air conditioning in indoor spaces is the thermal storage characteristics of a building's envelope concrete material; therefore, the physiological signals (temperature and humidity) within concrete structures are an important reference for building energy management. The current approach to measuring temperature and humidity within concrete structures (i.e., thermocouples and fiber optics) is limited by problems of wiring requirements, discontinuous monitoring, and high costs. This study uses radio frequency integrated circuits (RFIC) combined with temperature and humidity sensors (T/H sensors) for the design of a smart temperature and humidity information material (STHIM) that automatically, regularly, and continuously converts temperature and humidity signals within concrete and transmits them by radio frequency (RF) to the Building Physiology Information System (BPIS). This provides a new approach to measurement that incorporates direct measurement, wireless communication, and real-time continuous monitoring to assist building designers and users in making energy management decisions and judgments.
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Affiliation(s)
- San-Shan Hung
- Department of Automatic Control Engineering, Feng Chia University, No. 100, Wenhwa Road, Seatwen, Taichung 40724, Taiwan; E-Mail:
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +886-4-245-172-50 (ext. 3934); Fax: +886-4-245-199-51
| | - Chih-Yuan Chang
- Department of Civil Engineering, Feng Chia University, No. 100, Wenhwa Road, Seatwen, Taichung 40724, Taiwan; E-Mails: (C.-Y.C.); (C.-J.H.)
| | - Cheng-Jui Hsu
- Department of Civil Engineering, Feng Chia University, No. 100, Wenhwa Road, Seatwen, Taichung 40724, Taiwan; E-Mails: (C.-Y.C.); (C.-J.H.)
| | - Shih-Wei Chen
- Department of Automatic Control Engineering, Feng Chia University, No. 100, Wenhwa Road, Seatwen, Taichung 40724, Taiwan; E-Mail:
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