Applying industrial tomography to control and optimization flow systems

Rymarczyk, Tomasz; Sikora, Jan

doi:10.1515/phys-2018-0046

Cited by 46 publications

(23 citation statements)

References 18 publications

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“…Numerous different sensors with numerous output format are a problem designed to be solved by big data. Rymarczyk et al propose and discuss the system which is designed to optimize and automate given process by using numerous tomographic sensors [20]. The paper indicates the importance of using such systems for maintaining competitiveness.…”

Section: State Of Technologymentioning

confidence: 99%

Towards Big Data Solutions for Industrial Tomography Data Processing

Kowalska

Łuczak

Sielski

et al. 2019

Proceedings of the 2019 Federated Conference on Computer Science and Information Systems

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This paper presents an overview of what Big Data can bring to the modern industry. Through following the history of contemporary Big Data frameworks the authors observe that the tools available have reached sufficient maturity so as to be usable in an industrial setting. The authors propose the concept of a system for collecting, organising, processing and analysing experimental data obtained from measurements with process tomography. Process tomography is used for noninvasive flow monitoring and data acquisition. The measurement data is collected, stored and processed to identify process regimes and process threats. Further general examples of solutions that aim to take advantage of the existence of such tools are presented as proof of viability of such approach. As the first step in the process of creating the proposed system, a scalable, distributed, containerisation-based cluster has been constructed, with consumer-grade hardware.

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Section: State Of Technologymentioning

confidence: 99%

Towards Big Data Solutions for Industrial Tomography Data Processing

Kowalska

Łuczak

Sielski

et al. 2019

Proceedings of the 2019 Federated Conference on Computer Science and Information Systems

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“…There are many different methods to optimize the imaging problem solution [1][2][3][4][5][6][7][8][9][10][11]. Let us consider an Ultrasonic wave for which we can assume propagation along straight lines.…”

Section: Introductionmentioning

confidence: 99%

Effective algorithm for tomography imaging in threedimensional problems

Rymarczyk

Sikora²,

Adamkiewicz³

2019

ELECTROTECHNICAL REVIEW

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This article presents a new effective imaging method that can be applied in ultrasonic and radio tomography. The proposed method by changing the shape of the voxels leads to a substantial simplification of the algorithm at the cost of small approximations of the voxels. As proved in the work, these approximations do not have a significant impact on the readability of the image which is several times faster. Streszczenie. W pracy przedstawiono nową efektywną metodę obrazowania, która może mieć zastosowanie w transmisyjnej tomografii ultradźwiękowej lub radiowej. Proponowana metoda zmienia kształt voksela z sześciennego na kulisty dzięki czemu uzyskuje się znaczące uproszczenie algorytmu kosztem niewielkiej aproksymacji wokseli. Jak udowodniono w pracy, przyjęta aproksymacja nie ma znaczącego wpływu na wiarygodność obrazów, a jest kilkukrotnie bardziej efektywna. Efektywny algorytm do konstrukcji trójwymiarowych obrazów tomograficznych

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“…1 Principle of ultrasonic measurement using the transmission method Measurement technologies are still being built and improved. There is a clear tendency in the industry to implement more optimal related functions with an emphasis on active inspection and monitoring [24][25][26][18][19][20][21][22]. There are many optimization methods [1,[8][9][10][11][12][13][14][15], but to solve the inverse problem in the ultrasound tomography can use [2][3][4][5][6][7]16,17,23].…”

Section: Introductionmentioning

confidence: 99%

Ultrasound tomography measuring system for acquisition and analysis data

Rymarczyk¹

2019

ELECTROTECHNICAL REVIEW

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Ultrasound tomography provides the ability to analyse processes occurring inside the facility without interfering with the production, analysis and detection of obstacles, defects and various anomalies. The presented measuring system has a specially designed measuring structure (including electrodes, thanks to which it is an innovative solution in the field, particularly effective in the analysis). Knowledge of the characteristics of each tomographic technique solution, the application allows you to choose the appropriate method of image reconstruction. A reverse problem is the process of identifying optimization or synthesis, in which the goal is to determine the parameters describing the data field.Streszczenie. Tomografia ultradźwiękowa daje możliwość analizowania procesów zachodzących wewnątrz obiektu bez zakłócania produkcji, analizy i wykrywania przeszkód, wad i różnych anomalii. Prezentowany układ pomiarowy ma specjalnie zaprojektowaną strukturę pomiarową (w tym elektrody, dzięki czemu jest innowacyjnym rozwiązaniem w terenie, szczególnie skutecznym w analizie). Znajomość charakterystyki każdego rozwiązania techniki tomograficznej, aplikacja pozwala wybrać odpowiednią metodę rekonstrukcji obrazu. Odwrotnym problemem jest proces identyfikacji optymalizacji lub syntezy, w którym celem jest określenie parametrów opisujących pole danych (System pomiarowy tomografii ultradźwiękowej do pozyskiwania i analizy danych.

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Applying industrial tomography to control and optimization flow systems

Cited by 46 publications

References 18 publications

Towards Big Data Solutions for Industrial Tomography Data Processing

Towards Big Data Solutions for Industrial Tomography Data Processing

Effective algorithm for tomography imaging in threedimensional problems

Ultrasound tomography measuring system for acquisition and analysis data

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