Method for Volume of Irregular Shape Pellets Estimation Using 2D Imaging Measurement

被引:9
|
作者
Laucka, Andrius [1 ]
Andriukaitis, Darius [1 ]
Valinevicius, Algimantas [1 ]
Navikas, Dangirutis [1 ]
Zilys, Mindaugas [1 ]
Markevicius, Vytautas [1 ]
Klimenta, Dardan [2 ]
Sotner, Roman [3 ]
Jerabek, Jan [4 ]
机构
[1] Kaunas Univ Technol, Dept Elect Engn, Studentu St 50-438, LT-51368 Kaunas, Lithuania
[2] Univ Pristina Kosovska Mitrovica, Fac Tech Sci Kosovska Mitrovica, Kneza Milosa St 7, RS-38220 Kosovska Mitrovica, Serbia
[3] Brno Univ Technol, Dept Radio Elect, Tech 3082-12, Brno 61600, Czech Republic
[4] Brno Univ Technol, Dept Telecommun, Tech 3082-12, Brno 61600, Czech Republic
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 08期
关键词
image processing; fertilizers; distribution; monitoring; PARTICLE-SIZE; GRANULATION;
D O I
10.3390/app10082650
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Growing population and decreasing amount of cultivated land conditions the increase of fertilizer demand. With the advancements of computerized equipment, more complex methods can be used for solving complex mathematical problems. In the fertilizer industry, the granulometric composition of products matters as much as the quality of production of chemical composition products. The shape and size of pellets determines their distribution over cultivated land areas. The effective distance of field spreading is directly related to the size and shape parameters of a pellet. Therefore, the monitoring of production in production lines is essential. The standard direct methods of the monitoring and control of granulometric composition requires too much time and human resources. These factors can be eliminated by using imaging measuring methods that have a variety of benefits, but require additional research in order to assure and determine the compliance of real-time results with results of the control equipment. One of the fastest, most flexible and largest amount of data providing methods is the processing and analysis of digital images. However, then we face the issue of the suitability of 2D images to be used for the evaluation of granulometric compositions, where processing of digital images provides only two dimensions of a pellet: length and width. This study proposes a method of evaluating an irregular pellet. After experimental research we determined < 2% of discrepancy when compared to the real volume of a pellet.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] A Heuristic Approach Based on Shape Similarity for 2D Irregular Cutting Stock Problem
    Xu, Yanxin
    Yang, Genke
    Pan, Changchun
    INTELLIGENT COMPUTING FOR SUSTAINABLE ENERGY AND ENVIRONMENT, 2013, 355 : 275 - 283
  • [22] On Packing 2D Irregular Shapes
    Bouganis, Alexandros
    Shanahan, Murray
    ECAI 2006, PROCEEDINGS, 2006, 141 : 853 - +
  • [23] Estimation of fusion front in 2D axisymmetric welding using inverse method
    Dal, Morgan
    Le Masson, Philippe
    Carin, Muriel
    INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2012, 55 : 60 - 68
  • [24] Innovations in irregular meshing to improve the performance of 2D finite volume flood simulation
    Jamieson, Sam
    Lhomme, Julien
    Fortune, David
    3RD EUROPEAN CONFERENCE ON FLOOD RISK MANAGEMENT (FLOODRISK 2016), 2016, 7
  • [25] Assessment of Quarry Volume Using 2-D Resistivity Imaging Method
    Saad, Rosli
    Mohamad, Edy Tonnizam
    Nordiana, M. M.
    Azwin, I. N.
    Tan, Norsalkini Mohd. Akip
    2012 NATIONAL PHYSICS CONFERENCE (PERFIK 2012), 2013, 1528 : 169 - 174
  • [26] A Kendall Shape Space Approach to 3D Shape Estimation from 2D Landmarks
    Paskin, Martha
    Baum, Daniel
    Dean, Mason N.
    Von Tycowicz, Christoph
    COMPUTER VISION - ECCV 2022, PT II, 2022, 13662 : 363 - 379
  • [27] 3D SHAPE ESTIMATION OF AN ACTIVE NEEDLE INSIDE TISSUE USING 2D ULTRASOUND IMAGES
    Konh, Bardia
    Batsaikhan, Zolboo
    Padasdao, Blayton
    PROCEEDINGS OF THE 2021 DESIGN OF MEDICAL DEVICES CONFERENCE (DMD2021), 2021,
  • [28] Localization and Electrical Parameters Estimation of a 2D Mass Using a 2 Step Method Using FDTD
    Haghparast, Maysam
    Mirtaheri, S. A.
    Abrishamian, M. S.
    PIERS 2012 MOSCOW: PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM, 2012, : 1325 - 1329
  • [29] 2D shape optimization using genetic algorithm
    Nagoya Univ, Nagoya, Japan
    Computer Assisted Mechanics and Engineering Sciences, 1998, 5 (03): : 311 - 321
  • [30] A 2D DOA estimation method for sparse array
    Zeng W.
    Zhu X.
    Li H.
    Ma Y.
    Chen C.
    Li, Hongtao (liht@njust.edu.cn), 1600, Chinese Society of Astronautics (37): : 2269 - 2275