The Design of Intelligent Shelf-Life Prediction Device and Research on Shelf-Life Prediction Algorithm of Peneaus Vannamei

摘要：

This paper proposes a new intelligent prediction device which can quickly and accurately predict the shelf-life of Penaeus vannamei. Because Penaeus vannamei has different corruption rate under different temperature condition and different preservation time, the theory of TTT cant accurately calculate the shelf-life under any condition, the K-means algorithm is adopted to divide the corruption rate into different clusters in this paper. And then, the TTT algorithm is improved on different clusters to get more accurate prediction value, the polynomial fitting function is adopted to predict the shelf-life. Eventually, the biochemical experiments show that the device can accurately predict the shelf-life.

作者: Ming Chen Huifang Liu

作者单位: Department of Information,Shanghai Ocean University,Shanghai,P. R. China 201306

会议类型: 国际会议

会议名称: 第三届亚洲精细农业会议暨第五届智能化农业信息技术国际会议

会议地点: 北京

会议语种:英文

页码: 1-5

在线出版日期: 2009-10-14（万方平台首次上网日期，不代表论文的发表时间）