Search Results - "Nieves Avendano, Diego"

A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation by Nieves Avendano, Diego, Vandermoortele, Nathan, Soete, Colin, Moens, Pieter, Ompusunggu, Agusmian Partogi, Deschrijver, Dirk, Van Hoecke, Sofie

“…Remaining useful life is of great value in the industry and is a key component of Prognostics and Health Management (PHM) in the context of the Predictive…”
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Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications by Moens, Pieter, Bracke, Vincent, Soete, Colin, Vanden Hautte, Sander, Nieves Avendano, Diego, Ooijevaar, Ted, Devos, Steven, Volckaert, Bruno, Van Hoecke, Sofie

“…The wide adoption of smart machine maintenance in manufacturing is blocked by open challenges in the Industrial Internet of Things (IIoT) with regard to…”
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Anomaly detection and event mining in cold forming manufacturing processes by Nieves Avendano, Diego, Caljouw, Daniel, Deschrijver, Dirk, Van Hoecke, Sofie

“…Predictive maintenance is one of the main goals within the Industry 4.0 trend. Advances in data-driven techniques offer new opportunities in terms of cost…”
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A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests by Jonkers, Jef, Avendano, Diego Nieves, Van Wallendael, Glenn, Van Hoecke, Sofie

“…Regional forecasting is crucial for a balanced energy delivery system and for achieving the global transition to clean energy. However, regional wind…”
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Data-driven Optimization of Energy Efficiency and Comfort in an Apartment by Avendano, Diego Nieves, Ruyssinck, Joeri, Vandekerckhove, Steven, Van Hoecke, Sofie, Deschrijver, Dirk

“…An important challenge in home automation is the energy efficient optimization of the indoor environment. This relies on the solution of a multi-objective…”
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