Research Explorer

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Researcher

Diego Nieves Avendano

Awards & Distinctions

7 Results

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.

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