Mathematical model and electronic system for real-time O2 control in storage boxes: Development and validation under fluctuating temperatures

IF 4.4 1区 农林科学 Q1 AGRICULTURAL ENGINEERING Biosystems Engineering Pub Date : 2024-04-26 DOI:10.1016/j.biosystemseng.2024.04.012
Yogesh B. Kalnar , Ali Jalali , Cornelia Weltzien , Pramod V. Mahajan
{"title":"Mathematical model and electronic system for real-time O2 control in storage boxes: Development and validation under fluctuating temperatures","authors":"Yogesh B. Kalnar ,&nbsp;Ali Jalali ,&nbsp;Cornelia Weltzien ,&nbsp;Pramod V. Mahajan","doi":"10.1016/j.biosystemseng.2024.04.012","DOIUrl":null,"url":null,"abstract":"<div><p>Modified atmosphere storage containers with gas-permeable membranes are effective in reducing post-harvest losses, mainly at low temperatures but become ineffective in controlling O<sub>2</sub> and CO<sub>2</sub> at temperatures above 3 °C. This study aimed to develop a method to control O<sub>2</sub> in a storage box. This method uses a diffusion tube, that blocks air from entering the box but allows for air exchange when an air blower is activated. The blower ON frequency (BOF) was modelled as a function of temperature, considering the type and amount of produce, blower properties, tube dimension, and the O<sub>2</sub> setpoint. The effects of temperature and gas composition on respiration rate kinetics were analysed with Michaelis-Menten and Arrhenius equations. The model was used to program the microcontroller to control the blower. Validation was performed using a 190 L box containing 25 kg of broccoli. The developed model maintained the desired O<sub>2</sub> concentration under fluctuating temperatures. The BOF values ranged from 25.6 to 549.2 s h<sup>−1</sup>, for temperature fluctuations between 4 and 23 °C. The time required to reach the 3% O<sub>2</sub> in the box differed depending on the blower's state. With the blower turned ON from the beginning, it took 24.9 h. However, when the blower was initially turned OFF, it took 11.1 h. Despite temperature changes, the system maintained O<sub>2</sub> at 3.8 ± 0.29% and CO<sub>2</sub> at 14.4 ± 0.66%. The system is promising for commercial use and best suited for CO<sub>2</sub> tolerant produce because it requires a separate mathematical model and control mechanism.</p></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":null,"pages":null},"PeriodicalIF":4.4000,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S153751102400093X/pdfft?md5=586718dc4f896068453495bdff665661&pid=1-s2.0-S153751102400093X-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biosystems Engineering","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S153751102400093X","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURAL ENGINEERING","Score":null,"Total":0}
引用次数: 0

Abstract

Modified atmosphere storage containers with gas-permeable membranes are effective in reducing post-harvest losses, mainly at low temperatures but become ineffective in controlling O2 and CO2 at temperatures above 3 °C. This study aimed to develop a method to control O2 in a storage box. This method uses a diffusion tube, that blocks air from entering the box but allows for air exchange when an air blower is activated. The blower ON frequency (BOF) was modelled as a function of temperature, considering the type and amount of produce, blower properties, tube dimension, and the O2 setpoint. The effects of temperature and gas composition on respiration rate kinetics were analysed with Michaelis-Menten and Arrhenius equations. The model was used to program the microcontroller to control the blower. Validation was performed using a 190 L box containing 25 kg of broccoli. The developed model maintained the desired O2 concentration under fluctuating temperatures. The BOF values ranged from 25.6 to 549.2 s h−1, for temperature fluctuations between 4 and 23 °C. The time required to reach the 3% O2 in the box differed depending on the blower's state. With the blower turned ON from the beginning, it took 24.9 h. However, when the blower was initially turned OFF, it took 11.1 h. Despite temperature changes, the system maintained O2 at 3.8 ± 0.29% and CO2 at 14.4 ± 0.66%. The system is promising for commercial use and best suited for CO2 tolerant produce because it requires a separate mathematical model and control mechanism.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用于实时控制储藏箱中氧气的数学模型和电子系统:温度波动条件下的开发与验证
带有透气膜的改良气调贮藏箱可有效减少收获后的损失,主要是在低温条件下,但在温度高于 3 ℃ 时,对 O2 和 CO2 的控制就变得无效了。这项研究旨在开发一种控制储藏箱中氧气的方法。这种方法使用一个扩散管,阻止空气进入贮藏箱,但在鼓风机启动时允许空气交换。考虑到农产品的类型和数量、鼓风机特性、管子尺寸和氧气设定值,鼓风机开启频率(BOF)被模拟为温度的函数。利用迈克尔斯-门顿方程和阿伦尼乌斯方程分析了温度和气体成分对呼吸速率动力学的影响。该模型用于对控制鼓风机的微控制器进行编程。使用一个装有 25 公斤西兰花的 190 升箱子进行了验证。所开发的模型能在温度波动的情况下保持理想的氧气浓度。当温度波动在 4 至 23 °C 之间时,BOF 值在 25.6 至 549.2 s h-1 之间。箱内氧气浓度达到 3% 所需的时间因鼓风机的状态而异。尽管温度发生了变化,但该系统仍能保持 3.8 ± 0.29% 的氧气含量和 14.4 ± 0.66% 的二氧化碳含量。由于该系统需要单独的数学模型和控制机制,因此有望用于商业用途,最适合耐受二氧化碳的农产品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Biosystems Engineering
Biosystems Engineering 农林科学-农业工程
CiteScore
10.60
自引率
7.80%
发文量
239
审稿时长
53 days
期刊介绍: Biosystems Engineering publishes research in engineering and the physical sciences that represent advances in understanding or modelling of the performance of biological systems for sustainable developments in land use and the environment, agriculture and amenity, bioproduction processes and the food chain. The subject matter of the journal reflects the wide range and interdisciplinary nature of research in engineering for biological systems.
期刊最新文献
Effects of polyphenol-rich extracts and compounds on methane and ammonia emissions from pig slurry during 28-day incubation Optimising maize threshing process with temporal proximity soft actor-critic deep reinforcement learning algorithm Scaled experimental study of a ventilation system featuring partition jet and pit exhaust Simulation and experimental study on frictional wear of plough blades in soil cultivation process based on the Archard model Harvest motion planning for mango picking robot based on improved RRT-Connect
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1