| METHOD OF DETECTING AND ANALYSING DISPERSION OF PARTICLES IN FLUID MEDIUM USING ARTIFICIAL INTELLIGENCE METHOD | |
| 2024-02-08 | |
| 专利权人 | KRASNOV A A (KRAS-Individual) |
| 申请日期 | 2024-02-08 |
| 专利号 | RU2833482-C1 |
| 成果简介 | NOVELTY - Invention relates to the field of detecting particles in a fluid medium with subsequent analysis of their size and can be used in those fields of science and technology where analysis of the microstructure of emulsions, suspensions and sols is required, for example, in petrochemical, pharmaceutical and food industries, medical research and biochemistry, meteorology, as well as in systems for monitoring and protecting the environment. Method for analysis of variance of particles in a fluid medium involves using a neural network with binary convolutional layers, in which for each convolutional layer matrices of input features corresponding to their input channel are filtered by componentwise multiplication by each of the basic templates to obtain matrices, to which the sigmoidal nonlinear function is applied componentwise, after which all matrices with trained linear coefficients are added componentwise. USE - Measuring. ADVANTAGE - High accuracy of measurements, as well as faster operation while reducing the amount of required computing resources. 1 cl, 12 dwg |
| IPC 分类号 | G01N-021/49 ; G06N-003/0464 |
| 国家 | 俄罗斯 |
| 专业领域 | 生物科学 |
| 语种 | 英语 |
| 成果类型 | 专利 |
| 文献类型 | 科技成果 |
| 条目标识符 | http://119.78.100.226:8889/handle/3KE4DYBR/18203 |
| 专题 | 中国科学院新疆生态与地理研究所 |
| 作者单位 | KRASNOV A A (KRAS-Individual) |
| 推荐引用方式 GB/T 7714 | KOZHAKIN A N,ZAVOLOKIN K A,ARTAMONOV S A,et al. METHOD OF DETECTING AND ANALYSING DISPERSION OF PARTICLES IN FLUID MEDIUM USING ARTIFICIAL INTELLIGENCE METHOD. RU2833482-C1[P]. 2024. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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