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Research on Data Collection of Smart Laboratory Equipment for Milk and Dairy Products
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YANG Jian, LI Hui, YI Hongbo, WANG Danhui, ZHU Lei, LIU Boyang, WANG Hui, WANG Xiaomin, SUN Hongna
China Dairy | 2025, (10) : 109 - 115
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China Dairy | 2025, (10): 109-115
• DAIRY INDUSTRY •
Research on Data Collection of Smart Laboratory Equipment for Milk and Dairy Products
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YANG Jian, LI Hui, YI Hongbo, WANG Danhui, ZHU Lei, LIU Boyang, WANG Hui, WANG Xiaomin, SUN Hongna
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doi: 10.12377/1671-4393.25.10.17
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With the rapid development of technology,the application of smart laboratories in the milk and dairy products industry is becoming increasingly widespread.Equipment data collection,as a core link of a smart laboratory,is of great significance for improving the quality of milk and dairy products,ensuring food safety,and promoting the development of the industry. This paper deeply explored the current situation and development of equipment data collection in smart laboratories for milk and dairy products,and elaborated in detail on the construction process of the data collection system,including the selection of sensors,the establishment of a data transmission network. At the same time,this study focused on the management and analysis of data collection,as well as how to apply the data to actual production and quality control. Through the analysis of relevant technologies and cases,this paper aimed to provide a reference for the construction of smart laboratories in the milk and dairy products industry,and to promote the digital transformation and upgrading of the entire industry.
milk and dairy products  /  smart laboratory  /  equipment data collection  /  data management and application
杨戬, 李慧, 仪虹伯, 王丹慧, 朱磊, 刘伯扬, 王慧, 王晓敏, 孙宏娜. 乳及乳制品智慧实验室设备数据采集研究. 中国乳业, 2025 , (10) : 109 -115 . DOI: 10.12377/1671-4393.25.10.17
YANG Jian, LI Hui, YI Hongbo, WANG Danhui, ZHU Lei, LIU Boyang, WANG Hui, WANG Xiaomin, SUN Hongna. Research on Data Collection of Smart Laboratory Equipment for Milk and Dairy Products[J]. China Dairy, 2025 , (10) : 109 -115 . DOI: 10.12377/1671-4393.25.10.17
Year 2025 volume Issue 10
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doi: 10.12377/1671-4393.25.10.17
  • Online Date:2026-10-26
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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