[HTML][HTML] Predictive and prescriptive analytics in transportation geotechnics: Three case studies

J Tinoco, M Parente, AG Correia, P Cortez… - Transportation …, 2021 - Elsevier
Transportation infrastructure is of paramount importance for any country. The construction,
management and maintenance of this infrastructure is a complex task that requires a …

An evolutionary multi-objective optimization system for earthworks

M Parente, P Cortez, AG Correia - Expert Systems with Applications, 2015 - Elsevier
Earthworks involve the leveling or sha** of a target area through the moving or processing
of the ground surface. Most construction projects require earthworks, which are heavily …

Fuel consumption prediction for construction trucks: A noninvasive approach using dedicated sensors and machine learning

G Pereira, M Parente, J Moutinho, M Sampaio - Infrastructures, 2021 - mdpi.com
Decision support and optimization tools to be used in construction often require an accurate
estimation of the cost variables to maximize their benefit. Heavy machinery is traditionally …

Artificial neural networks applied to an earthwork construction database

M Parente, A Gomes Correia… - Information Technology in …, 2014 - ebooks.iospress.nl
This paper presents a study based on the application of cascade ANN prediction models to
an earthwork construction database. Results show not only a good adjustment to the data …

Combining data mining and evolutionary computation for multi-criteria optimization of earthworks

M Parente, P Cortez, A Gomes Correia - … Portugal, March 29--April 1, 2015 …, 2015 - Springer
Earthworks tasks aim at levelling the ground surface at a target construction area and
precede any kind of structural construction (eg, road and railway construction). It is …

[PDF][PDF] Towards improving earthworks production from an Industry 4.0 perspective: the role of remote information technologies and dynamic optimization techniques

M Parente, AG Correia, G Figueira… - Proceedings of 7th …, 2018 - academia.edu
This work conceptualizes an integrated real-time management and dynamic optimization
system for earthwork fleets, based on recent technological developments with potential to …

Earthwork optimization system for sustainable highway construction

A Gomes Correia, M Parente… - Geotechnical Synergy in …, 2015 - ebooks.iospress.nl
In highway construction, earthworks refer to the tasks of excavation, transportation,
spreading and compaction of geomaterial (eg soil, rockfill and soil-rockfill mixture). Whereas …

A geotecnia nos pavimentos e vias-férreas e prospetivas para a era digital

AG Correia, J Neves, E Fortunato, M Parente - Geotecnia, 2021 - impactum-journals.uc.pt
O artigo tem como objetivo apresentar as principais contribuições da geotecnia e da era
digital nos pavimentos e nas vias-férreas, com importância nas várias fases do ciclo de vida …

Use of DM techniques in earthworks management: a case study

M Parente, AG Correia, P Cortez - Earthwork Project Management …, 2014 - ascelibrary.org
In most transportation infrastructure projects, earthworks are generally associated with the
highest percentage costs and durations. Because these tasks are reliant on heavy …