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Št. zadetkov: 2
On simple baselines for domain shift in condition monitoring
Branislav Panić, Mirza Pasic, Marko Nagode, Simon Oman
Izvirni znanstveni članek
Oznake: condition monitoring;domain shift;bearing fault identification;deep learning;baseline study;transfer learning;
Methods for handling domain shifts in condition monitoring have proliferated, yet their evaluation often lacks rigorous baseline comparisons and systematic isolation of individual shift factors. This paper proposes a task-focused methodology that structures domain shift studies as a pipeline from da ...
Leto: 2027 Vir: Fakulteta za strojništvo (UL FS)
Integrated modeling and multi-criteria analysis of the turning process of 42CrMo4 steel using RSM, SVR with OFAT, and MCDM techniques
Dejan Marinkovic, Kenan Muhamedagic, Simon Klančnik, Aleksandar Živković, Đerzija Begić-Hajdarević, Mirza Pasic
Izvirni znanstveni članek
Oznake: postopek struženja;jeklo 42CrMo4;metodologija odzivne površine;regresija podpornih vektorjev;večkriterijsko odločanje;hrapavost površine;rezalne sile;turning process;42CrMo4 steel;response surface methodology;support vector regression;OFAT;multi-criteria decision making;surface roughness;cutting forces;
This paper analyzes different approaches for the mathematical modeling and optimization of process parameters in the hard turning process of 42CrMo4 steel using a hybrid approach combining response surface methodology (RSM), multi-criteria decision making (MCDM), and machine learning through, suppor ...
Leto: 2026 Vir: Fakulteta za strojništvo (UM FS)
Št. zadetkov: 2
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