Luis David Avendaño-Valencia

About Luis David Avendaño-Valencia

Luis David Avendaño-Valencia, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at Syddansk Universitet, specializes in the field of Structural dynamics, operational modal analysis, structural health monitoring, statistical learning.

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

Robust mitigation of EOVs using multivariate nonlinear regression within a vibration-based SHM methodology

State space model-based harmonic decomposition of pseudo-periodic non-stationary multivariate signals

6 Data-Centric Monitoring of Wind Farms

Data-driven condition monitoring of two-stroke marine diesel engine piston rings with machine learning

Towards minimal empirical uncertainty bounds of damping estimates of an offshore wind turbine in idling conditions

Physics-based and data-driven modeling of the parameter-varying vibration dynamics of a simplified gantry manipulator

Effect of wind and wave properties in modal parameter estimates of an idling offshore wind turbine from long-term monitoring data

Addressing practicalities in multivariate nonlinear regression for mitigating environmental and operational variations

Luis David Avendaño-Valencia Information

University

Position

Assistant Professor - Department of Mechanical and Electrical Engineering.

Citations(all)

1006

Citations(since 2020)

699

Cited By

550

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

25

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Luis David Avendaño-Valencia Skills & Research Interests

Structural dynamics

operational modal analysis

structural health monitoring

statistical learning

Top articles of Luis David Avendaño-Valencia

Robust mitigation of EOVs using multivariate nonlinear regression within a vibration-based SHM methodology

Mechanical Systems and Signal Processing

2024/2/15

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

State space model-based harmonic decomposition of pseudo-periodic non-stationary multivariate signals

Signal Processing

2023/12/1

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Edilson Delgado-Trejos
Edilson Delgado-Trejos

H-Index: 10

6 Data-Centric Monitoring of Wind Farms

Data Driven Methods for Civil Structural Health Monitoring and Resilience: Latest Developments and Applications

2023/10/26

Data-driven condition monitoring of two-stroke marine diesel engine piston rings with machine learning

Ships and Offshore Structures

2023/7/20

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Marie Lützen
Marie Lützen

H-Index: 11

Niels Gorm Maly Rytter
Niels Gorm Maly Rytter

H-Index: 5

Towards minimal empirical uncertainty bounds of damping estimates of an offshore wind turbine in idling conditions

Mechanical Systems and Signal Processing

2023/5/15

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Anders Brandt
Anders Brandt

H-Index: 13

Silas Sverre Christensen
Silas Sverre Christensen

H-Index: 2

Physics-based and data-driven modeling of the parameter-varying vibration dynamics of a simplified gantry manipulator

2023/4/1

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Christian Schlette
Christian Schlette

H-Index: 8

Effect of wind and wave properties in modal parameter estimates of an idling offshore wind turbine from long-term monitoring data

Mechanical Systems and Signal Processing

2023/3/15

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Addressing practicalities in multivariate nonlinear regression for mitigating environmental and operational variations

Structural Health Monitoring

2023/3

Interpreting environmental variability from damage sensitive features

2023

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

A fast identification algorithm for Linear Parameter Varying Vector AR models of short-term drivetrain vibration

2023

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Data-Centric Monitoring of Wind Farms: Combining Sources of Information

2023/1/1

Empirical uncertainty bounds of damping estimates of an offshore wind turbine in idling conditions

2022/9/1

On explicit and implicit procedures to mitigate environmental and operational variabilities in data-driven structural health monitoring

Structural Health Monitoring Based on Data Science Techniques

2022

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Virtual fatigue diagnostics of wake-affected wind turbine via Gaussian Process Regression

Renewable Energy

2021/6/1

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Video-based eye tracking performance for computer-assisted diagnostic support of diabetic neuropathy

Artificial Intelligence in Medicine

2021/3/5

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Victoria Blanes-Vidal
Victoria Blanes-Vidal

H-Index: 18

Data-informed virtualization of non-stationary and nonlinear systems

International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII

2021

State-space modal representations for decomposition of multivariate non-stationary signals

IFAC-PapersOnLine

2021/1/1

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Edilson Delgado-Trejos
Edilson Delgado-Trejos

H-Index: 10

Understanding the influence of environmental and operational variability on wind turbine blade monitoring

2021

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Sequential Bayesian model updating for online vibration data assimilation and SHM

2020/11

Luis David Avendaño-Valencia
Luis David Avendaño-Valencia

H-Index: 11

Gaussian process models for mitigation of operational variability in the structural health monitoring of wind turbines

Mechanical Systems and Signal Processing

2020/8/1

See List of Professors in Luis David Avendaño-Valencia University(Syddansk Universitet)