Damage classification using supervised self-organizing maps in structural health monitoring
GA Angulo-Saucedo, JX Leon-Medina… - Sensors, 2022 - mdpi.com
Improvements in computing capacity have allowed computers today to execute increasingly
complex tasks. One of the main benefits of these improvements is the possibility of …
complex tasks. One of the main benefits of these improvements is the possibility of …
Evaluation of adverse factors acting on a pre-stressed wire rope structure by means of artificial neural network
A Chesnokov, V Mikhailov… - 2019 1st International …, 2019 - ieeexplore.ieee.org
High-strength pre-stressed wire rope structures are an efficient solution in the field of the
construction industry. Operational reliability of wire rope structures substantially depends on …
construction industry. Operational reliability of wire rope structures substantially depends on …
Detection of Structural Deterioration in Hybrid Constructions
A Chesnokov, V Mikhailov… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Detection of structural deterioration in hybrid building constructions is considered in the
present work. The constructions belong to semi-rigid or 'bending-active'systems. They …
present work. The constructions belong to semi-rigid or 'bending-active'systems. They …
Application of artificial neural networks for membrane damage detection in a bending-active construction
A Chesnokov, V Mikhailov… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Bending-active building constructions consist of a membrane shell, supported by a flexible
bearer frame. Top chord of the frame, made of high-strength low-modulus struts, takes on …
bearer frame. Top chord of the frame, made of high-strength low-modulus struts, takes on …
Feature Selection for Automated Monitoring of Hybrid Roof Structures
A Chesnokov, V Mikhailov… - 2022 4th International …, 2022 - ieeexplore.ieee.org
The problem of selecting the important features of hybrid roof structures is considered. The
hybrid roof consists of a light-weight framework and a flexible membrane shell. The features …
hybrid roof consists of a light-weight framework and a flexible membrane shell. The features …
Artificial intelligence approach for detecting material deterioration in hybrid building constructions
AV Chesnokov, VV Mikhailov… - Computer Methods in …, 2021 - yadda.icm.edu.pl
Hybrid constructions include heterogeneous materials with different behaviors under load.
The aim is to achieve a so-called synergistic effect when the advantages of particular …
The aim is to achieve a so-called synergistic effect when the advantages of particular …
Fault Analysis Skills in Research and Development of Roof Constructions with Polymer Membrane Shell
A Chesnokov, V Mikhailov… - 2021 1st International …, 2021 - ieeexplore.ieee.org
Polymer membrane roofs are efficient building constructions which fully comply with the
concept of sustainable development. They are architecturally impressive and recyclable …
concept of sustainable development. They are architecturally impressive and recyclable …