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Digital measurement and quality transfer modeling of honey refining process oriented to intelligent manufacturing
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Yu-feng GUO1, 2, Kai-yi WANG1, 2, Nan LI1, 2, Hui-min FENG1, 2, Qia-tong XIE1, 2, Ke-xin XIAO1, 2, Jing-qi ZENG1, 2, *, Zhi-sheng WU1, 2, *
Acta Pharmaceutica Sinica | 2026, 61(2) : 614 - 623
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Acta Pharmaceutica Sinica | 2026, 61(2): 614-623
• Original Articles •
Digital measurement and quality transfer modeling of honey refining process oriented to intelligent manufacturing
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Yu-feng GUO1, 2, Kai-yi WANG1, 2, Nan LI1, 2, Hui-min FENG1, 2, Qia-tong XIE1, 2, Ke-xin XIAO1, 2, Jing-qi ZENG1, 2, *, Zhi-sheng WU1, 2, *
Affiliations
  • 1School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
  • 2Engineering Research Center of Chinese Medicine Production and New Drug Development, Ministry of Education, Beijing 102488, China
Published: 2026-02-12 doi: 10.16438/j.0513-4870.2025-0728
Outline
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To facilitate the intelligent transformation of traditional Chinese medicine (TCM) manufacturing, this study addresses the challenges in the honey refining process—namely, the reliance on manual experience, difficulties in quantifying multi-dimensional quality attributes, and unclear quality transfer mechanisms. This study, using real-world samples from the production of Tongren Niuhuang Qingxin Pills, established a digital measurement system for physical and chemical quality attributes of the refining process and constructed a pilot-scale quality transfer model. For physical characterization, optimized parameters were determined for dual-mode rheological testing (rotation: shear rate 50 s-1; oscillation: frequency 5 Hz, strain 50%) to measure honey viscosity. For chemical attributes, a high-performance liquid chromatography (HPLC) method was developed to quantify pH, moisture, fructose, glucose, sucrose, maltose, and 5-hydroxymethylfurfural (5-HMF). Based on 984 data points from both atmospheric and vacuum refining processes, a kinetic model of quality transfer was constructed. The dynamic viscosity (η) showed strong correlations with moisture (S) and temperature (T) (R2 > 0.998 3), effectively representing the evolution of physical properties. Additionally, the chemical kinetic model indicated that vacuum refining at low temperature, combined with honey sources low in fructose and monosaccharide/disaccharide ratios, can significantly inhibit Maillard reaction rates. This study presents a systematic digital measurement and modeling framework for the honey refining process, providing technical support for process optimization and quality consistency in TCM manufacturing under the paradigm of intelligent production.

intelligent manufacturing  /  honey refining process  /  quality attribute  /  digital measurement  /  quality transfer model
郭玉凤, 王恺怡, 李楠, 冯绘敏, 谢洽桐, 肖可欣, 曾敬其, 吴志生. 面向智能制造的炼蜜工艺质量属性数字化测量与质量传递模型研究. 药学学报, 2026 , 61 (2) : 614 -623 . DOI: 10.16438/j.0513-4870.2025-0728
Yu-feng GUO, Kai-yi WANG, Nan LI, Hui-min FENG, Qia-tong XIE, Ke-xin XIAO, Jing-qi ZENG, Zhi-sheng WU. Digital measurement and quality transfer modeling of honey refining process oriented to intelligent manufacturing[J]. Acta Pharmaceutica Sinica, 2026 , 61 (2) : 614 -623 . DOI: 10.16438/j.0513-4870.2025-0728
Year 2026 volume 61 Issue 2
237
124
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Article Info
doi: 10.16438/j.0513-4870.2025-0728
  • Receive Date:2025-06-27
  • Online Date:2026-09-21
  • Published:2026-02-12
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  • Received:2025-06-27
  • Revised:2025-09-15
Affiliations
    1School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China
    2Engineering Research Center of Chinese Medicine Production and New Drug Development, Ministry of Education, Beijing 102488, China
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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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