[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 shaping of a target area through the moving or processing
of the ground surface. Most construction projects require earthworks, which are heavily …

A novel integrated optimization system for earthwork tasks

M Parente, AG Correia, P Cortez - Transportation Research Procedia, 2016 - Elsevier
Earthworks are part of the construction of any type of ground transport infrastructure. In many
road and railway infrastructures earthworks represent up to 30 to 50% of total cost of the …

Data mining applied for earthworks optimisation of a toll road construction project

AI Rifai, Y Latief, LS Rianti - MATEC Web of Conferences, 2018 - matec-conferences.org
The length of the toll roads operating in Indonesia is still less than in other countries.
Significant acceleration is needed to keep up with the country's traffic needs. Acceleration of …

Metaheuristics, data mining and geographic information systems for earthworks equipment allocation

M Parente, AG Correia, P Cortez - Procedia engineering, 2016 - Elsevier
Optimal and sustainable allocation of equipment in earthwork tasks is a complex problem
that requires the study of several different aspects, as well as the knowledge of a large …

Modern optimization in earthwork construction

M Parente, A Gomes Correia, P Cortez - 2015 - icevirtuallibrary.com
Earthworks tasks are often regarded in transportation projects as some of the most
demanding processes. In fact, sequential tasks such as excavation, transportation …

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 …

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 …

Sistema de monitorização e gestão de terraplenagens baseado em digital twin e simulação de um caso de estudo

M Parente, M Amândio, V Moreira, AG Correia - …, 2023 - impactum-journals.uc.pt
O planeamento de obras de terraplenagem procura fornecer um escalonamento dos
recursos disponíveis de modo eficiente e económico. Porém, é comum ocorrerem situações …

Earthworks management, monitoring and optimization system based on digital twin and simulation of a case-study

M Parente, M Amândio, V Moreira, AG Correia - 2023 - repositorium.sdum.uminho.pt
O planeamento de obras de terraplenagem procura fornecer um escalonamento dos
recursos disponíveis de modo eficiente e económico. Porém, é comum ocorrerem situações …