Damage Detection and Localization from Dense Network of Strain ...

A strategy for damage detection, localization, and prognosis over large structural surfaces has been proposed. It consists of the deployment of ...

Numerical results further show that the soft elastomeric capacitor may outperform traditional strain sensors in damage identification as it provides additive ...

Damage Detection and Localization from Dense Network of Strain ...

Structural health monitoring of large systems is a complex engineering task due to important practical issues. When dealing with large structures, damage ...

Damage Detection and Localization from Dense Network of Strain ...

This paper demonstrates the potential of this technology for damage detection, localization, and prognosis when utilized in dense network configurations over ...

[PDF] Damage Detection and Localization from Dense Network of ...

The potential of a novel sensing solution consisting of a low-cost soft elastomeric capacitor that transduces surface strains into measurable changes in ...

Damage detection and localization algorithm using a dense sensor ...

The authors have recently proposed a hybrid dense sensor network consisting of a novel, capacitive-based thin-film electronic sensor for monitoring strain ...

Damage Detection and Localization from Dense Network of Strain ...

Damage Detection and Localization from Dense Network of Strain. Sensors. Simon Laflamme. Iowa State University, [email protected]. Liang Cao.

Damage Detection and Localization Methodology Based on Strain ...

The proposed damage detection and localization methodology, while effective, has some limitations. It relies on sensor placement quality and density, and is ...

Damage detection and localization algorithm using a dense sensor ...

Request PDF | On Apr 12, 2017, Austin Downey and others published Damage detection and localization algorithm using a dense sensor network of thin film ...

Damage Detection and Localization under Variable Environmental ...

Structural health monitoring (SHM) with a dense sensor network and repeated vibration measurements produces lots of data that have to be ...

Damage Detection and Localization in Structures: A Statistics Based ...

The use of densely clustered sensor networks provides promising applications in the analysis of structural components and identification of local damage. The ...

A deep learning-based bridge damage detection and localization ...

Based on the ability of convolutional neural networks (CNNs) that can learn the PLSR method to estimate nodal loads, this paper proposes a ...

Algorithm for damage detection in wind turbine blades using a ...

This hybrid dense sensor network is leveraged to derive a data-driven damage detection and localization method for wind turbine blades. In the proposed method, ...

Damage Detection and Localization under Variable Environmental ...

Structural health monitoring (SHM) with a dense sensor network and repeated vibration measurements produces lots of data that have to be stored.

Mechanics-informed autoencoder enables automated detection and ...

The trained network computes a reference for reconstruction errors, which involves the mean squared errorr (MSE) between the input and output ...

Detecting, localizing, and quantifying damage using two ...

Reliable crack detection, localization, and quantification are, hence, extremely important. To achieve this goal, a dense network of sensors is often required.

Scalable Thin Film Sensor for Damage Detection and Localization

A solution is to deploy dense arrays of sensors. For instance, piezoelectric wafer active sensors (PWAS) networks have been proposed for detecting and ...

Experimental Study on Digital Image Correlation for Deep Learning ...

This level of strain measurement is accepted as noise floor which is very difficult to measure for the size of the specimen. 4 Damage Detection and Localization ...

Distributed thin film sensor array for damage detection and localization

The algorithm leverages the advantages of a hybrid dense network for application of the thin film sensor to reconstruct the surface strain maps. A bidirectional.

Dense Network of Large Area Electronics for Fatigue Crack ...

Detection and localization of fatigue cracks is a difficult task. Existing technologies enabling nondestructive evaluation and structural health monitoring ...