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Roberto Garay Martinez

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Principal Investigator

Universidad de Deusto

Spain

Research Interests

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Professors in Spain Professors in Energy Engineering Energy Engineering professors in Spain

Recent Grants

Grant: Open

SisTemic mUltilevel optimized orchestratioN of energy maNagement systEms for resiDential, industrial and tertiary energy flexibility services

Open Date: 2024-01-01

Close Date: 2028-01-01

Grant: Open

Integrated Design of the Components of the Energy System to Plan the Uptake of Renewable Energy Sources: An Open Source Toolbox

Open Date: 2023-10-01

Close Date: 2027-09-30

Grant: Close

Smart energy services to solve the SPlit INcentive problem in the commercial rented sector

Open Date: 2021-09-01

Close Date: 2024-08-01

Grant: Close

Photonic Metaconcrete with Infrared RAdiative Cooling capacity for Large Energy savings

Open Date: 2021-02-01

Close Date: 2025-01-01

Grant: Close

Integrated porous cementitious Nanocomposites in non-Residential building envelopes for Green active/passive energy STORAGE

Open Date: 2020-04-01

Close Date: 2024-03-01

Articles (20)

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Collaborators (10)

Antonio Garrido Marijuan

Researcher

Fundación Tecnalia Research & Innovation

SPAIN

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Olaia Eguiarte

Researcher

Fundación Tecnalia Research & Innovation

SPAIN

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Talha Siddique

Technical University of Denmark

DENMARK

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Iñigo López Villamor

Researcher in building energy efficiency

Fundación Tecnalia Research & Innovation - Campus Derio

SPAIN

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Giovanni Pernigotto

Assistant Professor (RTD)

Free University of Bozen-Bolzano

ITALY

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Cruz Enrique Borges Hernández

Research Asociate

Universidad de Deusto

SPAIN

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Pablo de Agustin Camacho

Senior Researcher

Fundación Tecnalia Research & Innovation

SPAIN

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Ana María Macarulla

University of Deusto

SPAIN

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KOLDOBIKA MARTIN-ESCUDERO

Full Professor

Universidad del País Vasco Escuela de Ingeniería de Gipuzkoa

SPAIN

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Beñat Arregi

Lecturer

Technological University Dublin

IRELAND

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Roberto Garay Martinez

Research Interests

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Recent Grants

Articles (20)

Hybrid Machine Learning Approach for Short-Term Load Forecasting in Small Commercial Buildings

Beyond Positive Energy Districts Monitoring: Integrating Circularity and Recyclability into Data-Driven Impact Assessment

Early Heat Warning: Predictive Models to Anticipate Overheating in Buildings

Hyperparameter Optimization for a Day-Ahead Model Predictive Control of Heating and Cooling Systems in a Building

Data-driven model for heat load prediction in buildings connected to district heating networks

Sensitivity Analysis of the Uncertainty of the Heat-Flux Method for In-Situ Thermal Conductance Assessment in Glazed Façades

Improving Building Heat Load Forecasting Models with Automated Identification and Attribution of Day Types

Application of resistance-capacitance (RC) models to predict soil surface temperature: A case study in the Netherlands

Prediction horizon error analysis in thermal consumption models for control applications

Comprehensive Revision of the Feasibility of Impact Monitoring of Possitive Energy Districts

Impact of Pavement Material Properties on Radiant Heat Exchanges with the Built Environment

Processing of occupancy signals for building energy model

Enhanced methodology for disaggregating space heating and domestic hot water heat loads of buildings in district heating networks

A training workbench based on transient building models for creating intelligent energy operators

Review of Evaporative Cooling Systems for Buildings in Hot and Dry Climates

Model-based Outlier Detection in District Heating Systems

Optical and Thermal Modeling of a Transparent BIPV System for Dynamic Performance in Buildings

Assessment of the Potential of Commercial Buildings for Energy Management in Energy Performance Contracts

Time of the week AutoRegressive eXogenous (TOW-ARX) model to predict thermal consumption in a large commercial mall

A data-driven model for the analysis of energy consumption in buildings

Collaborators (10)

Antonio Garrido Marijuan

Olaia Eguiarte

Talha Siddique

Iñigo López Villamor

Giovanni Pernigotto

Cruz Enrique Borges Hernández

Pablo de Agustin Camacho

Ana María Macarulla

KOLDOBIKA MARTIN-ESCUDERO

Beñat Arregi

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