The main objective was to build a mobile impedance/capacitance tomograph for flow analysis and process optimization. The product responds to the identified needs of target customers who operate in process monitoring, control, and optimization of manufacturing processes. They need information on data processing and analysis and spatial analysis of technological processes. The designed solution's target market is the food, chemical, pharmaceutical, petrochemical, and mining industries. The paper presents the device's design and an application for data collection and visualization using tomography. Tomography is a technique for imaging a cross-section of an object based on measurements taken from the outside. Tikhonov regularisation reconstructions were used to reconstruct tomographic images. Test measurements were taken to confirm the correct operation of the completed system.
Keywords: tomography, production analysis, optimization, process management, process modeling, process control.
Banasiak, R., Wajman, R., Jaworski, T., Fiderek, P., Fidos, H., Nowakowski, J., Sankowski, D. (2014). Study on two-phase flow regime visualization and identification using 3D electrical capacitance tomography and fuzzy-logic classification. International Journal of Multiphase Flow 58: 1–14. https://doi.org/10.1016/J.Ijmu....
Król, K., Marciniak, A., Gudowski, J, Bojanowska, A. (2021). Intelligent Sensor Platform with Open Architecture for Monitoring and Control of Industry 4.0 Systems. European Research Studies Journal. – 2021, vol. 24, nr Special Issue 2, s. 597-606.
Kłosowski, G., Hoła, A., Rymarczyk, T., Skowron, Ł., Wołowiec, W., Kowalski, M. (2021). The Concept of Using LSTM to Detect Moisture in Brick Walls by Means of Electrical Impedance Tomography, Energies, 14(10), p. 2777; https://doi.org/10.3390/en1410....
Kłosowski, G, Rymarczyk, T, Kania, K, Świć, A, Cieplak, T. (2020). Maintenance of industrial reactors supported by deep learning driven ultrasound tomography. Eksploatacja i Niezawodność – Maintenance and Reliability 2020; 22 (1): 138–147, http://dx.doi.org/10.17531/ ein.2020.1.16.
Kłosowski, G., Rymarczyk, T., Cieplak, T., Niderla, K., Skowron, Ł. (2020). Quality Assessment of the Neural Algorithms on the Example of EIT-UST Hybrid Tomography Sensors 2020, 20, 3324; doi:10.3390/s20113324.
Kłosowski, G., Rymarczyk, T., Niderla, K., Kulisz, M., Skowron, Ł., Soleimani, M. (2023). An LSTM network uses a hybrid approach to monitor industrial reactors using electrical capacitance and impedance tomography. Eksploatacja i Niezawodność – Maintenance and Reliability, 25(1), 11. https://doi.org/10.17531/ein.2....
Kozłowski, E., Mazurkiewicz, D., Sęp, J., Żabiński, T.(2021). The use of principal component analysis and logistic regression for cutter state identification, in Innovations in Industrial Engineering, Springer International Publishing, 2021: pp. 396–405.
Kozłowski, E., Mazurkiewicz, D., Żabiński, T., Prucnal, S., Sęp, J. (2019). Assessment model of cutting tool condition for real-time supervision system. Eksploatacja i Niezawodność – Maintenance and Reliability, 21(4), 679-685. https://doi.org/10.17531/ein.2....
Rymarczyk, T., Sikora, J. (2020). Optimisation Method and PCA noise suppression application for Ultrasound Transmission Tomography, Przegląd Elektrotechniczny, ISSN 0033-2097, R. 96 NR 2/2020.
Rymarczyk, T., Szumowski, J., Cieplak, T., Niderla, K., Adamkiewicz, P. (2020). Analysis of vertical and horizontal flows of liquids and gases through a wire-mesh sensor, Przegląd Elektrotechniczny, ISSN 0033-2097, R. 96 NR 3/2020.
We process personal data collected when visiting the website. The function of obtaining information about users and their behavior is carried out by voluntarily entered information in forms and saving cookies in end devices. Data, including cookies, are used to provide services, improve the user experience and to analyze the traffic in accordance with the Privacy policy. Data are also collected and processed by Google Analytics tool (more).
You can change cookies settings in your browser. Restricted use of cookies in the browser configuration may affect some functionalities of the website.