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基于神經(jīng)網(wǎng)絡(luò)的風篩式清選裝置研究
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國家自然科學基金資助項目(50875113、50805068);江蘇省科技支撐計劃資助項目（BE2011333）;江蘇大學研究生創(chuàng)新計劃資助項目(CX09B_06XZ);江蘇省農(nóng)業(yè)裝備與智能化高技術(shù)研究重點實驗室資助項目（BM2009703）;江蘇高校優(yōu)勢學科建設(shè)工程資助項目（蘇財教（2011）8號）


Air-and-screen Cleaning Device Based on Neural Network
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    摘要:

    在自行研制的清選試驗臺上進行了氣流場測定試驗和水稻清選試驗。利用神經(jīng)網(wǎng)絡(luò)技術(shù)，對風篩式清選氣流場進行了研究，建立了2個風力因素（離心風機轉(zhuǎn)速和出風角度）與清選氣流場分布之間、清選氣流場的分布與清選效果之間以及2個風力因素與清選效果之間3個BP神經(jīng)網(wǎng)絡(luò)模型。用試驗數(shù)據(jù)進行了預測檢驗，預測結(jié)果證明了網(wǎng)絡(luò)模型的有效性。

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    The airflow field was measured and the cleaning test of rice was carried out on the self-developed-air-and-screen cleaning unit. The airflow field was studied by the neural network techniques. Three BP neural network models were developed, which were built between two wind factors and distribution of airflow field, distribution of airflow field and cleaning performance, two wind factors and cleaning performance, respectively. Predict test was carried out with the experimental data. Forecasting results proved the effectiveness of the neural network model.

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李洪昌,李耀明,唐忠,夏利利.基于神經(jīng)網(wǎng)絡(luò)的風篩式清選裝置研究[J].農(nóng)業(yè)機械學報,2011,42(Z1):65-68. Li Hongchang, Li Yaoming, Tang Zhong, Xia Lili. Air-and-screen Cleaning Device Based on Neural Network[J]. Transactions of the Chinese Society for Agricultural Machinery,2011,42(Z1):65-68.

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