کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
154383 456837 2016 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
In-situ crystal morphology identification using imaging analysis with application to the L-glutamic acid crystallization
موضوعات مرتبط
مهندسی و علوم پایه مهندسی شیمی مهندسی شیمی (عمومی)
پیش نمایش صفحه اول مقاله
In-situ crystal morphology identification using imaging analysis with application to the L-glutamic acid crystallization
چکیده انگلیسی


• A synthetic image analysis method is proposed for in-situ crystal size measurement and shape identification.
• An inner distance descriptor is defined to quantitatively describe different crystal shapes.
• Particle sieving is adopted to sieve out meaningful particles.
• The measurement calibration is based on subpixel edge detection and circle fitting.

A synthetic image analysis strategy is proposed for in-situ crystal size measurement and shape identification for monitoring crystallization processes, based on using a real-time imaging system. The proposed method consists of image processing, feature analysis, particle sieving, crystal size measurement, and crystal shape identification. Fundamental image features of crystals are selected for efficient classification. In particular, a novel shape feature, referred to as inner distance descriptor, is introduced to quantitatively describe different crystal shapes, which is relatively independent of the crystal size and its geometric direction in an image captured for analysis. Moreover, a pixel equivalent calibration method based on subpixel edge detection and circle fitting is proposed to measure crystal sizes from the captured images. In addition, a kernel function based method is given to deal with nonlinear correlations between multiple features of crystals, facilitating computation efficiency for real-time shape identification. Case study and experimental results from the cooling crystallization of l-glutamic acid demonstrate that the proposed image analysis method can be effectively used for in-situ crystal size measurement and shape identification with good accuracy.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemical Engineering Science - Volume 148, 12 July 2016, Pages 126–139
نویسندگان
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