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鱘魚無水低溫?;畹难莻鞲行盘?hào)監(jiān)測方法
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農(nóng)業(yè)部公益性行業(yè)科研專項(xiàng)(201203017)和北京市科技新星計(jì)劃項(xiàng)目(XX2015B040)


Monitoring Method and Verification of Sturgeon Glucose Sensing Signal at Waterless and Low Temperature Keeping Alive Transportation
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    根據(jù)水產(chǎn)品無水低溫?;钸\(yùn)輸監(jiān)測需求,,設(shè)計(jì)了可植入式血糖傳感器及信號(hào)處理電路,以實(shí)時(shí)獲取血糖傳感信號(hào),,信號(hào)經(jīng)過軟件濾波進(jìn)行去噪和平滑處理后,,構(gòu)建了血糖變化的時(shí)序預(yù)測模型;以鱘魚作為實(shí)驗(yàn)對象,,對所提出的方法進(jìn)行了實(shí)驗(yàn)驗(yàn)證,。結(jié)果表明:所設(shè)計(jì)的可植入式血糖傳感器能在鱘魚體內(nèi)對血糖信號(hào)進(jìn)行穩(wěn)定的采集,傳感器信號(hào)經(jīng)過信號(hào)調(diào)理電路后輸出擬合程度達(dá)到0.9608,,電路靈敏度為27.047mV/nA,,零點(diǎn)漂移量為722.83mV;所構(gòu)建的血糖信號(hào)自回歸移動(dòng)平均模型(ARIMR)預(yù)測值與真實(shí)值之間的平均絕對誤差為-0.014mmol/L,,平均相對誤差為-0.117%,,預(yù)測精度和平滑度較其他模型具有優(yōu)勢。該信號(hào)監(jiān)測方法對于提高水產(chǎn)品無水低溫?;钊掏该鞫群妥匪菪裕⑼茢嗨a(chǎn)品生命體及營養(yǎng)物質(zhì)變化具有重要參考價(jià)值,。

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    Waterless and low temperature keeping alive transportation is considered as a kind of promising technology to improve aquatic animals’ survival and save the transport costs, and monitoring biological signal is useful to improve the transparency and traceability of transportation process. A monitoring method of glucose was presented, which consisted of three components: a signal conditioning circuit, a software digital filter and a prediction method. The signal conditioning circuit was responsible to sense glucose signal by the implantable glucose sensor and signal pretreatment by a hardware filters;the software digital filter can filter and smooth the amplified signal to provide reliable data for the dynamic character analysis. The time series method served to predict change of glucose. Sturgeons were selected as experimental objectives to validate the reliability of the method. The experiment result showed that the implanted glucose sensor can sense data accurately with sensitivity of 27.047mV/nA, the zero drift of 722.83mV and signal output fitting of 0.9608 after signal conditioning circuit;the average absolute error between the predicted value by autoregressive integrated moving average model(ARIMR)and the real sensed value was -0.014mmol/L, and the average relative error was -0.117%, which indicated that the ARIMR model had advantages in prediction accuracy and smoothness compared with other prediction models;the proposed monitoring method can be adopted as a reference value to monitor the change of glucose and obtain the change of biological nutrients during waterless keeping alive transportation of the aquatic product.

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傅澤田,高乾鐘,張永軍,劉艷,張小栓.鱘魚無水低溫?;畹难莻鞲行盘?hào)監(jiān)測方法[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2018,49(1):305-314. FU Zetian, GAO Qianzhong, ZHANG Yongjun, LIU Yan, ZHANG Xiaoshuan. Monitoring Method and Verification of Sturgeon Glucose Sensing Signal at Waterless and Low Temperature Keeping Alive Transportation[J]. Transactions of the Chinese Society for Agricultural Machinery,2018,49(1):305-314.

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  • 收稿日期:2017-04-15
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  • 在線發(fā)布日期: 2018-01-10
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