SCC和流动对牛乳射频/微波介电驰豫特征的影响及关联机制解析
批准号:
32172308
项目类别:
面上项目
资助金额:
58.0 万元
负责人:
朱新华
依托单位:
学科分类:
食品质量与安全检测
结题年份:
2025
批准年份:
2021
项目状态:
已结题
项目参与者:
郭文川、王转卫、赵丽丽、朱卓卓、张毛赛、杨可、安长青、朱杰亮、张志毅
中文摘要
实时监测挤奶管内牛乳体细胞数(SCC)并预警隐性乳房炎是养殖业和乳品安全面临的重大难题。射频/微波介电谱技术是实现牛乳SCC在线监测的优势途径,但介电谱与SCC关联机理以及管内流场的影响机制尚不清楚。我们发现,流动牛乳的介电参数(ε′和ε″)值及其介电测量重复性均高于静止牛乳,因此推测流场丰富了电磁场中牛乳的介电弛豫信息,进而强化SCC与介电谱关联。本研究运用电介质物理学理论探明牛乳SCC与射频/微波介电谱的关联机理,解析乳浆和球壳粒子的介电谱贡献机制;研究不同流速下牛乳介电驰豫特征和介电测量重复性,以Hanai方程和多物理场仿真解析流动对多分散相的极化影响机制;揭示挤奶管内脉动流状态下不同牛乳SCC等级对介电谱的影响规律和关联机制,探索牛乳SCC在线监测新方法。项目通过介电驰豫特征解析和多物理场仿真为牛乳SCC在线监测奠定基础,对拓展和创新射频/微波技术在食品领域的应用具有重要理论价值。
英文摘要
Real-time monitoring somatic cell count (SCC) of milk in milking pipe and early warning on subclinical mastitis are major tough problems in dairy farming and dairy safety. Radio-frequency/microwave dielectric spectroscopy is a more competitive way to monitor SCC of milk on-line, but the correlation mechanism between dielectric spectroscopy and SCC as well as the influence mechanism by flow field in pipe are still unclear. We found that the values of dielectric parameters (ε′ and ε″) and the repeatability of dielectric measurements of milk under flow state were much higher than those under static state. Therefore we speculate that the flow field enriches the dielectric relaxation information of milk in electromagnetic field, which strengthens the correlation between SCC and dielectric spectra. In this study, the theory of dielectric physics will be used to explore the correlation mechanism between SCC and radio-frequency/microwave dielectric spectra of milk and to analyze the contribution mechanism of milk plasma and spherical shell particles to dielectric spectra. The dielectric relaxation characteristics of milk and the repeatability of dielectric measurement at different flow velocities will be studied. The mechanism of polarization effect of flow on polydisperse phase will be analyzed by using the Hanai equation and multi-physical field simulation. The effect and mechanism of different SCC levels on dielectric spectra of milk in milking pipe under pulsating flow conditions will be revealed to explore a new method for on-line monitoring SCC of milk. This project will lay the foundation for on-line monitoring SCC of milk through dielectric relaxation characteristic analysis and multi-physical field simulation, which has important theoretical value and innovation to expand the application of radio-frequency/microwave technology in the field of food science.
实时监测挤奶管内牛乳体细胞数(SCC)并预警隐性乳房炎是养殖业和乳品安全面临的重大难题。介电谱技术在牛乳SCC在线监测方面具有潜力,但介电谱与SCC关联机理以及管内流场的影响机制尚不清楚。本项目以“流场能够强化SCC与介电谱关联”为假设,采用介电驰豫解析探明了牛乳SCC与介电谱的关联机理,解析了乳浆和脂肪球、体细胞等球壳粒子的介电谱贡献机制;研究了流速对不同乳腺炎等级牛乳介电弛豫的影响和介电测量重复性,以Colo-cole方程和多物理场仿真解析流动对多分散相的极化影响机制;揭示挤奶管内脉动流对牛乳介电谱的影响,探索了脉动流影响的消除方法和SCC在线监测新方法。.研究结果表明:(1)牛乳成分变化削弱了SCC对介电谱的影响。体细胞本身对介电谱有贡献,但随着乳腺炎等级的增大而降低。脂肪球的上浮聚集会降低介电谱测量的重复性,导致SCC对全脂牛乳介电谱的影响不明显。乳浆和下层浓稠液(体细胞)对低频下离子导电产生了正向作用,而脂肪减弱离子导电和偶极子极化。基于四阶Cole-Cole模型可将介电谱分解为 β、δ1、δ2和γ 四个弛豫以及电极极化与直流电导率分量。牛乳SCC与β弛豫、γ弛豫强度和直流电导呈正相关,而与δ2弛豫强度呈负相关。(2)流动减缓了牛乳脂肪球上浮聚集,进而使介电谱测量更稳定。牛乳ε′和ε″值随着流速增加而逐渐增加。流速为0.1 m/s时,牛乳介电谱测量重复性明显得到提高。流动主要影响由β弛豫主导的界面极化和γ弛豫主导的游离水取向极化。介电弛豫参数与SCC的相关性在流动条件下均高于静置状态,表明流动强化了牛乳SCC与介电信号之间的关联。(3)脉动流状态下,同轴探头难以稳定获取牛乳介电谱,探头检测区牛乳体积分数剧烈波动是主要因素。挤奶管路增加脉动消除管件后介电谱的测量重复性均优于原始管件。基于介电弛豫特征参数预测SCC可获得较好的预测结果, RMSEP=0.166 logSCC/mL,RPD=2.538,优于近红外光谱法。.本研究丰富了牛乳介电驰豫理论,对拓展和创新射频/微波技术在食品领域的应用具有重要理论价值。
SCC和流动对牛乳射频/微波介电驰豫特征的影响及关联机制解析
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批准号:--
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项目类别:面上项目
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资助金额:58万元
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批准年份:2021
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负责人:朱新华
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依托单位:
生鲜牛乳主要品质指标与射频/微波介电谱关联机理解析
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批准号:31671935
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项目类别:面上项目
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资助金额:64.0万元
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批准年份:2016
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负责人:朱新华
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依托单位:
国内基金
海外基金