Dynamic optimization of inside temperature of Zero Energy Cool Chamber for storing fruits and vegetables using neural networks and genetic algorithms

Islam, Md. Parvez; Morimoto, Takeshi; Hatou, Kenji

doi:10.1016/j.compag.2013.04.008

Cited by 9 publications

(18 citation statements)

References 12 publications

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“…Some studies on constructing and applying ZECC have been conducted. Islam and Morimoto [3][4][5] have developed a ZECC consisting of a brick wall cooler and a storage container coated with antimicrobials. In this study, the ZECC can maintain relatively low inside temperature and high relative humidity as compared with outside temperature and relative humidity.…”

Section: Introductionmentioning

confidence: 99%

Evaluation of temperature and relative humidity on two types of zero energy cool chamber (ZECC) in South Sulawesi, Indonesia

Dirpan

Sapsal

Muhammad³

et al. 2017

IOP Conf. Ser.: Earth Environ. Sci.

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Section: Introductionmentioning

confidence: 99%

Evaluation of temperature and relative humidity on two types of zero energy cool chamber (ZECC) in South Sulawesi, Indonesia

Dirpan

Sapsal

Muhammad³

et al. 2017

IOP Conf. Ser.: Earth Environ. Sci.

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“…17. Fundamental relationship between the amount of watering and the air temperature at 10 mm over the sand in a wind tunnel test [27]. continuous watering, and 7.5 1C lower than that for no watering.…”

Section: 7mentioning

confidence: 99%

“…5. Dynamic optimization of inside temperature of the brick wall cooler storage system for storing fruits and vegetables using neural networks and genetic algorithms Islam et al [27] optimized the brick wall cooling system using artificial neural networks and genetic algorithms from the viewpoints of water savings. Because it is well known that intelligent approaches such as neural networks and searching technique using genetic algorithms are effective tools for imitating the skilled grower's thinking process.…”

Section: Performance Of the Brick Wall Cooler Storage Systemmentioning

confidence: 99%

“…Thus, it was determined that the brick wall cooler storage system with the optimal watering is useful to store fruit and vegetables with no electric energy. Evolution curve in searching for the optimal value using the genetic algorithm [27]. Fig.…”

Section: Application Of the Optimal Watering Operation For Real Fruitmentioning

confidence: 99%

“…24. The optimal control performance of the inside temperature of the brick wall cooler storage system by the control of the optimal watering based on optimal ON-OFF watering intervals [27].…”

Section: Application Of the Optimal Watering Operation For Real Fruitmentioning

confidence: 99%

See 2 more Smart Citations

Progress and development in brick wall cooler storage system

Islam

Morimoto

2015

Renewable and Sustainable Energy Reviews

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a b s t r a c tThis paper carried out a review study into the brick wall cooler storage system (zero energy storage) in terms of its originality, current status, research and implementation achievement, benefit and possible barriers. The continuous progress in technology innovation, heat and mass exchanger of the brick wall cooler storage system now varied from sand-zeolite mixture, volcanic plate made wall, natural ventilation for releasing excess inside relative humidity, optimization of watering operation to save water and successful integration of the solar-driven adsorption cooling system with brick wall cooler storage system enhanced the cooling performance over those the decade ago by increasing the shelf-life of the stored fruit and vegetables. This review work indicated that the brick wall cooler storage system has potential to be an alternative to conventional electric powered expensive cooling storage for fruit and vegetables in the rural areas of the developing world. Future success on the dissemination of brick wall cooler storage system towards farmer's community may imply on more study on newer type of low cost heat exchanger material; further study on its economic, environment and social impacts; low cost postharvest treatment and packaging for brick wall cooler storage system; extensive farmers awareness and other dissemination measures; and public awareness and other dissemination measures.

show abstract

Influence of evaporative coolant structures on the postharvest attributes of climacteric fruits

Tolesa¹,

Ademe²,

Workneh³

2023

Evaporative Coolers for the Postharvest Management of Fruits and Vegetables

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Dynamic optimization of inside temperature of Zero Energy Cool Chamber for storing fruits and vegetables using neural networks and genetic algorithms

Cited by 9 publications

References 12 publications

Evaluation of temperature and relative humidity on two types of zero energy cool chamber (ZECC) in South Sulawesi, Indonesia

Evaluation of temperature and relative humidity on two types of zero energy cool chamber (ZECC) in South Sulawesi, Indonesia

Progress and development in brick wall cooler storage system

Influence of evaporative coolant structures on the postharvest attributes of climacteric fruits

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