Energy

Technology and Legislation must come together in order to generate real changes in energy use. We have focused on two fields: (i) developing novel indexing and legislative schemes to promote efficiency; and (ii) optimizing national energy networks.

Mobility

We have developed data-driven algorithms and technology to characterize, predict, classify, and analyse the performance of road traffic, public transport, pedestrians, and shared mobility. Several of these solutions are commercially available through our industrial partners.

Access to information

Looking for fully-scalable solutions, we have developed nature-inspired platforms, interoperable description languages, and edge-computing systems, capable of organizing heterogeneous sources of information including sensors, databases, and open-data portals.

App Usage Data to Improve Travel Demand Models
IEEE Trans. on Big Data (2024)

Measuring Inefficiencies in E-scooter Services
IEEE Trans. on ITS (2023)

Autonomous Classification of E-scooter Trips
Transportation (2023)

Impact of COVID-19 on Ride-hailing Fares
Transportation (2023)

Impact of COVID-19 on Madrid's public transport
Cities (2022)

Bluetooth Enhanced Level of Service Prediction
Sensors (2022)

Evaluation Framework for Multi-Modal Public Transport
Sensors (2022)

Utilization rate of the fleet for shared mobility
Transportation (2021)

COVID's impact on mobility in a mid-size city in Spain
Sensors (2021)

Moped Scooter Sharing: users' perception and behavior
Sustainability (2021)

Prediction of On-Street Parking Level of Service
IEEE Trans. on ITS (2021)

Trip Index Classification of Bicycle Sharing Systems
Sensors (2020)

Level of Service Prediction
IEEE Trans. on ITS (2020)

Origin-Destination Matrices in Buses
IEEE ITS Magazine (2020)

Clustering of Docking Stations in Bicycle Sharing Systems
Sensors (2020)

Data Fusion of Complex Heterogeneous Sensors
Sensors (2018)

Bluetooth Travel Time
IEEE Trans. on ITS (2016)

The Wasted Energy
Energy (2015)

Neuromorphic Sensor Networks
Int. J. of Distributed Sensor Networks (2015)

Primary Energy Factors
Energy (2014)

Modelling aggressiveness
IEEE Trans. on ITS (2014)

Activity-dependent clustering
Biological Cybernetics (2014)

Energy efficiency landscapes
Environmental Engin. and Manag. Journal (2014)

Energy efficiency ontology
Energy and Buildings (2013)

Occupancy estimation
Journal of ITS (2013)

Ecolabel: GHG-based targets
Energy Policy (2014)

Ecotax: Promoting innovation
Energy Policy (2013)

Extended Floating Car Data
IEEE Trans. on ITS (2012)

Energy efficiency index
Energy and Buildings (2011)