Victor Martinez-Viol

About Victor Martinez-Viol

Victor Martinez-Viol, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Universidad Politécnica de Cataluña, specializes in the field of Energy, Fault Detection & Diagnosis, Load Forecasting, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Quantitative and qualitative risk-informed energy investment for industrial companies

Automatic model calibration for coupled HVAC and building dynamics using Modelica and Bayesian optimization

Semi-supervised transfer learning methodology for fault detection and diagnosis in air-handling units

Diagnosis electromechanical system by means CNN and SAE: An interpretable-learning study

Risk assessment of energy investment in the industrial framework–Uncertainty and Sensitivity Analysis for energy design and operation optimisation

Energy equipment sizing and operation optimisation for prosumer industrial SMEs–A lifetime approach

Anomaly detection in electromechanical systems by means of deep-autoencoder

Energy-investment decision-making for industry: Quantitative and qualitative risks integrated analysis

Victor Martinez-Viol Information

University

Position

PhD student (UPC)

Citations(all)

78

Citations(since 2020)

77

Cited By

7

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Victor Martinez-Viol Skills & Research Interests

Energy

Fault Detection & Diagnosis

Load Forecasting

Machine Learning

Top articles of Victor Martinez-Viol

Quantitative and qualitative risk-informed energy investment for industrial companies

Energy Reports

2023/12/1

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Automatic model calibration for coupled HVAC and building dynamics using Modelica and Bayesian optimization

Building and Environment

2022/12/1

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Semi-supervised transfer learning methodology for fault detection and diagnosis in air-handling units

Applied Sciences

2022/9/2

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Diagnosis electromechanical system by means CNN and SAE: An interpretable-learning study

2022/5/24

Risk assessment of energy investment in the industrial framework–Uncertainty and Sensitivity Analysis for energy design and operation optimisation

Energy

2022/1/15

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Energy equipment sizing and operation optimisation for prosumer industrial SMEs–A lifetime approach

Applied Energy

2021/10/1

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Anomaly detection in electromechanical systems by means of deep-autoencoder

2021/9/7

Energy-investment decision-making for industry: Quantitative and qualitative risks integrated analysis

Sustainability

2021/6/21

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Renewable energy source and storage systems sizing optimization for industrial prosumers

2020/9/8

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Support vector machine based novelty detection and FDD framework applied to building AHU systems

2020/9/8

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

Deep-learning-based methodology for fault diagnosis in electromechanical systems

Sensors

2020/7/16

Francisco Arellano-Espitia
Francisco Arellano-Espitia

H-Index: 2

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Energy infrastructure of the factory as a virtual power plant: Smart energy management

2020/3/25

Future european energy markets and industry 4.0 potential in energy transition towards decarbonization

Renew. Energy Power Qual. J

2020

Victor Martinez-Viol
Victor Martinez-Viol

H-Index: 2

Luis Romeral
Luis Romeral

H-Index: 27

HVAC early fault detection using a fuzzy logic based approach

2020

See List of Professors in Victor Martinez-Viol University(Universidad Politécnica de Cataluña)