Logistic regression for machine learning in process tomography

T Rymarczyk, E Kozłowski, G Kłosowski, K Niderla - Sensors, 2019 - mdpi.com
The main goal of the research presented in this paper was to develop a refined machine
learning algorithm for industrial tomography applications. The article presents algorithms …

Comparison of machine learning methods in electrical tomography for detecting moisture in building walls

T Rymarczyk, G Kłosowski, A Hoła, J Sikora… - Energies, 2021 - mdpi.com
This paper presents the results of research on the use of machine learning algorithms and
electrical tomography in detecting humidity inside the walls of old buildings and structures …

The concept of using LSTM to detect moisture in brick walls by means of electrical impedance tomography

G Kłosowski, A Hoła, T Rymarczyk, Ł Skowron… - Energies, 2021 - mdpi.com
This paper refers to an original concept of tomographic measurement of brick wall humidity
using an algorithm based on long short-term memory (LSTM) neural networks. The …

Optimisation of Technological Processes by Solving Inverse Problem through Block-Wise-Transform-Reduction Method Using Open Architecture Sensor Platform

K Kania, T Rymarczyk, M Mazurek, S Skrzypek-Ahmed… - Energies, 2021 - mdpi.com
This paper presents an open architecture for a sensor platform for the processing, collection,
and image reconstruction from measurement data. This paper focuses on ultrasound …

[HTML][HTML] ERT/UTT 双模态传感器尺寸优化仿真

孙红丽, 谭超, 董峰 - 2017 - html.rhhz.net
针对电阻/超声双模态层析成像传感器配置优化问题, 提出管道同一截面内配置电极与超声探头,
实现对管道内同一被测对象同一时间的检测. 采用数值仿真方法, 考察电学敏感场与超声敏感场 …

Compatible study on utilizing frequency for non-invasive electrical resistance tomography using COMSOL multiphysics

YA Wahab, RA Rahim, MHF Rahiman, LP Ling… - Jurnal …, 2015 - journals.utm.my
Non-invasive techniques are widely applied in process plants compared to other sensing
techniques. Due to advantages such as preventing corrosion to the sensor and lengthening …

Electrical Impedance Tomography Signal Conditioning for Lung Imaging Applications

NA Zulkiflli, K Nandaguru, OF Arm… - Journal of Human …, 2023 - humentech.utm.my
Electrical impedance tomography (EIT) imaging is capable for human lung imaging based
on its continuous self-monitoring capabilities, and suitability for daily routines. This paper …

[PDF][PDF] Electrical impedance tomography: methods and applications

X Duan - 2020 - researchportal.bath.ac.uk
Electrical impedance tomography (EIT) is an imaging technique for mapping the internal
conductivity distribution of an object by taking voltage measurements from electrodes …

Imaging Enhancement Through Deep Learning Aided Decompression in Ultrasound Tomography.

K KANIA, M MAZUREK… - Przeglad …, 2024 - search.ebscohost.com
The research aimed to develop a method that could automatically decompress and filter
images of transmission ultrasound tomography. The novelty of the presented method is an …

Simulation based sensor size optimization for dual-modality ERT/UTT

H SUN, C TAN, F DONG - 北京航空航天大学学报, 2017 - bhxb.buaa.edu.cn
For the installing structure and optimization of electrodes and ultrasonic transducers in the
dual-modality electrical resistance tomography (ERT) and ultrasound transmission …