[HTML][HTML] Predictive and prescriptive analytics in transportation geotechnics: Three case studies
Transportation infrastructure is of paramount importance for any country. The construction,
management and maintenance of this infrastructure is a complex task that requires a …
management and maintenance of this infrastructure is a complex task that requires a …
An evolutionary multi-objective optimization system for earthworks
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 …
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
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 …
estimation of the cost variables to maximize their benefit. Heavy machinery is traditionally …
Artificial neural networks applied to an earthwork construction database
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 …
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
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 …
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
This work conceptualizes an integrated real-time management and dynamic optimization
system for earthwork fleets, based on recent technological developments with potential to …
system for earthwork fleets, based on recent technological developments with potential to …
Earthwork optimization system for sustainable highway construction
In highway construction, earthworks refer to the tasks of excavation, transportation,
spreading and compaction of geomaterial (eg soil, rockfill and soil-rockfill mixture). Whereas …
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
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 …
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
In most transportation infrastructure projects, earthworks are generally associated with the
highest percentage costs and durations. Because these tasks are reliant on heavy …
highest percentage costs and durations. Because these tasks are reliant on heavy …