Novel Data Analytics for Developing Sensitive and Reliable Damage Indicators in Structural Health Monitoring
This thesis focuses on developing novel data analytics and damage detection methods that are applicable to the condition assessment of civil engineering structures subjected to operational and environmental condition changes, nonlinearity and/or measurement noise. Comprehensive numerical and experim...
| Main Author: | Peng, Zhen |
|---|---|
| Format: | Thesis |
| Published: |
Curtin University
2022
|
| Online Access: | http://hdl.handle.net/20.500.11937/89064 |
Similar Items
Structural reliability analysis and service life prediction for structural health monitoring
by: Stewart, M., et al.
Published: (2014)
by: Stewart, M., et al.
Published: (2014)
Structural reliability analysis and service life prediction for structural health monitoring
by: Stewart, M., et al.
Published: (2011)
by: Stewart, M., et al.
Published: (2011)
Development of Electro-Mechanical Impedance-Based Damage Detection Technique for Structural Health Monitoring
by: Hrairi, Meftah
Published: (2015)
by: Hrairi, Meftah
Published: (2015)
The effects of signal processing techniques in damage detection and structural health monitoring
by: Rahim, Sharafiz, et al.
Published: (2024)
by: Rahim, Sharafiz, et al.
Published: (2024)
Structural health monitoring and damage detection for composite panel structures via statistical analysis
by: Ali Al-Adnani, Nisreen N.
Published: (2015)
by: Ali Al-Adnani, Nisreen N.
Published: (2015)
Structural health monitoring and damage identification for composite panels using smart sensor
by: Al-Adnani, Nisreen N. Ali, et al.
Published: (2016)
by: Al-Adnani, Nisreen N. Ali, et al.
Published: (2016)
Smart structural health monitoring using computer vision and edge computing
by: Peng, Zhen, et al.
Published: (2024)
by: Peng, Zhen, et al.
Published: (2024)
Using sparse regularization and impedance sensitivity for structural damage detection
by: Fan, X., et al.
Published: (2017)
by: Fan, X., et al.
Published: (2017)
Development and experimental verification of an IoT sensing system for drive-by bridge health monitoring
by: Peng, Zhen, et al.
Published: (2023)
by: Peng, Zhen, et al.
Published: (2023)
A novel parallel auto-encoder framework for multi-scale data in civil structural health monitoring
by: Wang, R., et al.
Published: (2018)
by: Wang, R., et al.
Published: (2018)
Damage identification using wireless structural health monitoring system through smart sensor application
by: Shirazi, A. A. H. S., et al.
Published: (2017)
by: Shirazi, A. A. H. S., et al.
Published: (2017)
Modelling and simulation of impedance-based damage monitoring of structures
by: Djemana, Mohamed, et al.
Published: (2016)
by: Djemana, Mohamed, et al.
Published: (2016)
SDN Enabled Big Data Analytics and Framework for Sensor Data of Vehicle Health, Safety and Monitoring System
by: Ahmad, Tanvir, et al.
Published: (2023)
by: Ahmad, Tanvir, et al.
Published: (2023)
A secure and intelligent framework for vehicle health monitoring exploiting big-data analytics
by: Rahman, Md. Arafatur, et al.
Published: (2022)
by: Rahman, Md. Arafatur, et al.
Published: (2022)
Innovative data analysis techniques for structural health monitoring
by: Hao, Hong, et al.
Published: (2017)
by: Hao, Hong, et al.
Published: (2017)
Early indicators for assessment of renal damage
by: Abdullah, Rasedee, et al.
Published: (1999)
by: Abdullah, Rasedee, et al.
Published: (1999)
Novel Deep Learning Techniques For Computer Vision and Structure Health Monitoring
by: Pathirage, Chathurdara Sri Nadith
Published: (2018)
by: Pathirage, Chathurdara Sri Nadith
Published: (2018)
Novel detection soft-computing algorithm for structural health monitoring system
by: Ng, Kian Theng
Published: (2013)
by: Ng, Kian Theng
Published: (2013)
Wireless structural health monitoring (SHM) system for damage detection using ultrasonic guided waveform response
by: Shirazi, A. H. S., et al.
Published: (2017)
by: Shirazi, A. H. S., et al.
Published: (2017)
Identification of Minor Structural Damage Based on Electromechanical Impedance Sensitivity and Sparse Regularization
by: Fan, X., et al.
Published: (2018)
by: Fan, X., et al.
Published: (2018)
Improving data reliability assessment in ETL processes through quality scoring technique in data analytics
by: Atika Razali, Nor Famiera, et al.
Published: (2024)
by: Atika Razali, Nor Famiera, et al.
Published: (2024)
BIM-Based Data Management System for Structural Health Monitoring
by: Pang, Ding Kang
Published: (2020)
by: Pang, Ding Kang
Published: (2020)
Modeling of the reliability baseline for process control monitoring kerf structures
by: Izuddin, Ismah, et al.
Published: (2011)
by: Izuddin, Ismah, et al.
Published: (2011)
Real and Imaginary or Magnitude and Phase, Finding a Robust Damage Index for the Impedance Method Structural Health Monitoring
by: Liu, Xianhua, et al.
Published: (2009)
by: Liu, Xianhua, et al.
Published: (2009)
Approach to reduce the limitations of modal identification in damage detection using limited field data for nondestructive structural health monitoring of a cable-stayed concrete bridge
by: Z., Ismail, et al.
Published: (2012)
by: Z., Ismail, et al.
Published: (2012)
Special issue on Structural Health Monitoring: From Data to Decision Making
by: Wang, Y., et al.
Published: (2015)
by: Wang, Y., et al.
Published: (2015)
Impedance resonant frequency sensitivity based structural damage identification with sparse regularization: experimental studies
by: Fan, X., et al.
Published: (2019)
by: Fan, X., et al.
Published: (2019)
Deep Learning-based Methods for Structural Health Monitoring Data Improvement and Augmentation
by: Zheng, Wenhao
Published: (2024)
by: Zheng, Wenhao
Published: (2024)
Structural Health Monitoring-Oriented Data Mining, Feature Extraction, and Condition Assessment
by: Yi, T., et al.
Published: (2014)
by: Yi, T., et al.
Published: (2014)
A structural health monitoring of a pitch catch active sensing of PZT sensor on normal, damage and repair aircraft spoiler
by: Mohd Aris, Khairul Dahri, et al.
Published: (2011)
by: Mohd Aris, Khairul Dahri, et al.
Published: (2011)
Implementation of vibration-based structural health monitoring technique for identification of simulated corrosion damage in steel pipeline using neural network
by: Farag Elghanudi, Muheieddin Meftah
Published: (2018)
by: Farag Elghanudi, Muheieddin Meftah
Published: (2018)
Development of a relative displacement sensor for structural health monitoring
by: Li, Jun, et al.
Published: (2013)
by: Li, Jun, et al.
Published: (2013)
Reliable data collection protocol for self-powered wireless sensor network in agriculture monitoring
by: Ng, Chor Sheng
Published: (2013)
by: Ng, Chor Sheng
Published: (2013)
An analytical study of Malaysia’s quality of life indicators
by: Md. Dali, Norimah, et al.
Published: (2017)
by: Md. Dali, Norimah, et al.
Published: (2017)
Development of optimized damage prediction method for health monitoring of ultra high performance fiber-reinforced concrete communication tower
by: Gatea, Sarah Jabbar
Published: (2018)
by: Gatea, Sarah Jabbar
Published: (2018)
Using analytical hierarchy process (AHP) for prioritizing and ranking of ecological indicators for monitoring sustainability of ecotourism in northern forest, Iran
by: Barzekar, Godratollah, et al.
Published: (2011)
by: Barzekar, Godratollah, et al.
Published: (2011)
Development of wireless structural health monitoring system for oil and gas pipelines
by: Shirazi, Ahmad A H S
Published: (2019)
by: Shirazi, Ahmad A H S
Published: (2019)
Development of Plug "N" Sense Optical Sensor for Structural Health Monitoring
by: Chong, Kai Zheng
Published: (2018)
by: Chong, Kai Zheng
Published: (2018)
Probabilistic Structural Damage Identification
with Uncertain Data by Deep Learning Techniques
by: Zhong, Yue
Published: (2024)
by: Zhong, Yue
Published: (2024)
Community structure analysis of phytoplankton as an indicator of mangrove ecosystem health
by: Hilaluddin, Fareha
Published: (2022)
by: Hilaluddin, Fareha
Published: (2022)
Similar Items
-
Structural reliability analysis and service life prediction for structural health monitoring
by: Stewart, M., et al.
Published: (2014) -
Structural reliability analysis and service life prediction for structural health monitoring
by: Stewart, M., et al.
Published: (2011) -
Development of Electro-Mechanical Impedance-Based Damage Detection Technique for Structural Health Monitoring
by: Hrairi, Meftah
Published: (2015) -
The effects of signal processing techniques in damage detection and structural health monitoring
by: Rahim, Sharafiz, et al.
Published: (2024) -
Structural health monitoring and damage detection for composite panel structures via statistical analysis
by: Ali Al-Adnani, Nisreen N.
Published: (2015)