• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to project page

2003 Fiscal Year Final Research Report Summary

A heat stress application technique for retaining the freshness of fruit during storage.

Research Project

Project/Area Number 14560217
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 生物環境
Research InstitutionEhime University

Principal Investigator

MORIMOTO Tetsuo  Ehime Univ., Faculty of Agriculture, Professor, 農学部, 教授 (50127916)

Project Period (FY) 2002 – 2003
KeywordsStorage process / Fruit / Qualitative improvement / Freshness retention / Heat stress / System identification / Intelligent control / Optimization
Research Abstract

In this study, a heat stress application technique for retaining the freshness of fruit during storage was developed using intelligent control techniques and then its capability for practical use was examined.
Dynamic changes in the water loss, respiration and firmness of tomato during storage, as affected by temperature in the range of 5-45℃, were investigated. Although the water loss and respiration of the fruit increased with the temperature, they decreased over 35-℃. The water loss and respiration of the fruit after the heat stress application of 40℃ kept lowering for about 1 week when the temperature was returned to the first level (15℃).
A simple and non-destructive measurement technique for fruit firmness was developed using the concept of chaos. The acoustic response was obtained by hitting the fruit with a small hummer. The attractor of the acoustic response was first described ; then, its slope was calculated. There was a close relationship between the slope of attractor and fr … More uit firmness. This showed that use of the attractor allowed quantitative evaluation of fruit firmness in the time-domain.
The dynamic change in the rate of water loss as affected by temperature was first identified using neural networks, and then the optimal heat stress application, which is the combination of the l-step set points for temperature that minimized the rate of water loss, was investigated using genetic algorithms. Under the 6-step control process and the range of 15【less than or equal】T【less than or equal】≦40℃, the optimal temperature operation was the time series of {40,15,15,15,15 and 15℃}.
The optimal temperature operation obtained here was applied to Satsuma mandarin and Iyokan fruit. As the result, more significant reductions of water loss and respiration were observed comparing to the case of tomato.
These results suggest that the optimal heat stress application to the fruit is effective for retaining the freshness of the fruit during storage and there is sufficiently the practicability. Less

  • Research Products

    (12 results)

All Other

All Publications (12 results)

  • [Publications] 森本哲夫: "貯蔵果実の水損失を低減させる熱ストレスの知能的制御"生物環境調節. 40巻2号. 215-222 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Morimoto, T., De Baerdemaeker J., Hashimoto, Y.: "Optimal control of the water loss of fruit during storage by heat stress"Preprints of 15th IFAC (International Federation of Automatic Control) World Congress. 19-24 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Morimoto, T.: "Dynamic optimizations of cultivation and fruit-storage processes using a speaking plant-based intelligent control technique."Environment Control in Biology. 41巻3号. 193-210 (2003)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Morimoto, T., Hashimoto, Y.: "A decision and control system mimicking a skilled grower's thinking process for dynamic optimization of the storage environment."Environment Control in Biology. 41巻3号. 221-234 (2003)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Morimoto, T., Tu, K., Hatou, K., Hashimoto, Y.: "Dynamic optimization using neural networks and genetic algorithms for tomato cool storage to minimize water loss."Transactions of the ASAE. 46巻4号. 1151-1159 (2003)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 森本哲夫, J.De Baerdemaeker, 羽藤堅治: "カオスの概念を導入した果実の品質評価(第1報)果実の打音のアトラクターによる硬さの評価"植物工場学会誌. 15巻4号. 224-230 (2003)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Morimoto, T.: "Intelligent control of heat stress to reduce the water loss of fruit during storage"Environment Control in Biology. 40(2). 215-222 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Morimoto, T., De Baerdemaeker J., Hashimoto, Y.: "Optimal control of the water loss of fruit during storage by heat stress."Preprints of 15th IFAC World Congress, Barcelona (Spain). July. 19-24 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Morimoto, T.: "Dynamic optimizations of cultivation and fruit-storage processes using a speaking planレbased intelligent control technique."Environment Control in Biology. 41(3). 193-210 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Morimoto, T., Hashimoto, Y.: "A decision and control system mimicking a skilled grower's thinking process for dynamic optimization of the storage environment."Environment Control in Biology. 41(3). 221-234 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Morimoto, T., Tu, K., Hatou, K., Hashimoto, Y.: "Dynamic optimization using neural networks and genetic algorithms for tomato cool storage to minimize water loss."Transactions of the ASAE.. 46(4). 1151-1159 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Morimoto, T., De Baerdemaeker, J., Hatou, K.: "Evaluation of fruit quality using the concept of chaos (1), Application of attractor for acoustic impulse response to fruit firmness evaluation."Journal of Society of High Technology in Agriculture. 15(4). 224-230 (2003)

    • Description
      「研究成果報告書概要(欧文)」より

URL: 

Published: 2005-04-19  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi