Petros Karvelis

Remaining Useful Battery Life Prediction for UAVs based on Machine Learning

Sina Sharif Mansouri, Petros Karvelis, George Georgoulas et al. · IFAC-PapersOnLine · 2017 · 92 citations · Full text

Engineering, Aerospace Engineering, Computer Science +17

Deep machine learning for structural health monitoring on ship hulls using acoustic emission method

Petros Karvelis, George Georgoulas, Vassilios Kappatos et al. · Ships and Offshore Structures · 2020 · 70 citations

Engineering, Computer Science, Marine Engineering +17

A Multichannel Watershed-Based Segmentation Method for Multispectral Chromosome Classification

Petros Karvelis, Alexandros T. Tzallas, Dimitrios I. Fotiadis et al. · IEEE Transactions on Medical Imaging · 2008 · 65 citations

Computing, Genetics, Computer Vision +13

Rolling element bearings diagnostics using the Symbolic Aggregate approXimation

George Georgoulas, Petros Karvelis, Chrysostomos Stylios · Mechanical Systems and Signal Processing · 2015 · 64 citations

Engineering, Industrial Engineering, Mathematics +10

Intelligent data-driven prognostic methodologies for the real-time remaining useful life until the end-of-discharge estimation of the Lithium-Polymer batteries of unmanned aerial vehicles with uncertainty quantification

Nick Eleftheroglou, Sina Sharif Mansouri, Petros Karvelis et al. · Applied Energy · 2019 · 63 citations

Engineering, Data Science, Systems Engineering +17