Research Explorer

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Researcher

Diego Nieves Avendano

Awards & Distinctions

10 Results

2024

A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Jef JonkersDiego Nieves AvendanoGlenn Van WallendaelSofie Van Hoecke

A1 Journal Article in APPLIED ENERGY

Unsupervised transfer learning across different data modalities for bearing's speed identification

Diego Nieves AvendanoDirk DeschrijverSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION

2023

Architecture for predictive maintenance based on integrated models, methods and technologies

Andreas WernerRoi Mendez-RialPablo SalvoVasiliki CharisiJoaquín PicciniAlireza MousaviClaudio CivardiNikos MoniosDiego Bartolomé EspinosaMarlène Hildebrand et al.

Transfer learning for anomaly detection using bearings' vibration signals

Diego Nieves AvendanoDirk DeschrijverSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION

2022

A semi-supervised approach with monotonic constraints for improved remaining useful life estimation

Diego Nieves AvendanoNathan VandemoorteleColin SoetePieter MoensAgusmian Partogi OmpusungguDirk DeschrijverSofie Van Hoecke

A1 Journal Article in SENSORS

Towards machine learning-based predictive maintenance in industry using vibration and acoustic data

Diego Nieves AvendanoSofie Van HoeckeDirk Deschrijver

2021

Anomaly detection and event mining in cold forming manufacturing processes

Diego Nieves AvendanoDaniel CaljouwDirk DeschrijverSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

2020

Implications of Z-normalization in the matrix profile

Dieter De PaepeDiego Nieves AvendanoSofie Van Hoecke

Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications

Pieter MoensVincent BrackeColin SoeteSander Vanden HautteDiego Nieves AvendanoTed OoijevaarSteven DevosBruno VolckaertSofie Van Hoecke

A1 Journal Article in SENSORS

2018

Data-driven optimization of energy efficiency and comfort in an apartment

Diego Nieves AvendanoJoeri RuyssinckSteven VandekerckhoveSofie Van HoeckeDirk Deschrijver