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Investigating Root Causes of Railway Track Geometry Deterioration – A Data Mining Approach
Railway track geometry deterioration indicates degradation in the underlying track structures. Monitoring and predicting this behavior are important as is investigating the root causes contributing to the deterioration. ...
Policy Influence on Consumers’ Evolution into Prosumers—Empirical Findings from an Exploratory Survey in Europe
The energy sector is in transition to a flexible and sustainable energy system based on renewable energy sources. This complex transition is affecting multiple levels in the sociotechnical system. One driver of the transition ...
Can e-government solutions enhance the work in municipalities?: empirical evidence from case lupapiste
Digitalization and increasing demand of e-government services are not changing only the way the citizens can use public services, but also the nature of work of many municipality employees. At best this kind of digitalization ...
Combination of permanent and variable load is dependent
This study concerns the combination of the permanent and the variable loads in the structural design. The Eurocodes are used as a reference. Three new findings are presented: (1) In each physical structure, and in every ...
Effect of fall direction on the lower hip fracture risk in athletes with different loading histories : A finite element modeling study in multiple sideways fall configurations
Physical loading makes bones stronger through structural adaptation. Finding effective modes of exercise to improve proximal femur strength has the potential to decrease hip fracture risk. Previous proximal femur finite ...
A Discussion on an Urban Layout Workflow Utilizing Generative Adversarial Network (GAN) : With a focus on automatized labeling and dataset acquisition
(Education and research in Computer Aided Architectural Design in Europe (eCAADe), 2022)
Deep Learning (DL) has recently gained widespread attention in the automation of urban layout processes. This study proposes a rule-based and Generative Adversarial Network (GAN) workflow to automatically select and label ...
Towards a maturity modeling approach for the implementation of industrial internet
(Association for Information Systems AIS, 2016-07-01)
This Research-in-Progress paper facilitates the design and provides guidelines for the development of a maturity model to achieve a coordinated, systematic and stepwise adoption of industrial internet, thus enabling the ...
Stochastic continuum approach to high-cycle fatigue : Modelling stress history as a stochastic process
In this article, the continuum-based high-cycle fatigue analysis method, introduced by Ottosen, Stenström and Ristinmaa in 2008, is extended to cases where the stress history is a stochastic process. The basic three-parameter ...
A review of vibration-based damage detection in civil structures : From traditional methods to Machine Learning and Deep Learning applications
Monitoring structural damage is extremely important for sustaining and preserving the service life of civil structures. While successful monitoring provides resolute and staunch information on the health, serviceability, ...
Test loading of structures with a suspect resistance
The reliability of load-bearing structures is normally secured through codes, a competent structural design and proper execution inspection. Alternatively, the reliability can be obtained via skilled test loading, which ...