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Geometry of markets : How to reproduce New Zealand market covariances in the JCM simulation model?
(2018)
In this research, we tried to investigate how the New Zealand electricity market covariances can be reproduced using a stochastic system of differential equations, namely the JCM model. The methods, employed in this study ...
Diagnostiset työkalut Larox painesuodattimen kunnonvalvonnassa
(2019)
Teollisuuden laitteiden käytettävyys ja ennalta suunniteltu huoltotoiminta ovat avainasemassa nykyaikaisen tehtaan kunnossapidossa. Korjaavasta kunnossapidosta on haluttu siirtyä ennakoivaan toimintaan. Ennakoivaan ...
Jätevedenpuhdistamon toiminnanohjausjärjestelmän tuottaman laitehankintatiedon yhteensovittaminen omaisuudenhallinnan elinjaksoajatteluun
(2021)
Strateginen kunnossapito ja omaisuudenhallinta lisäävät organisaation toimintavarmuutta, suorituskykyä ja riskienhallintaa. Laajojen laitteistokantojen täsmällinen tunteminen mahdollistaa oikea-aikaisen saneeraustoiminnan. ...
Fault detection in diesel engines using deep learning and Qarma algorithms
(2022)
QARMA, known as quantitative associated rule mining algorithm, is one of the recently developed algorithms for classification, that needs more testing on the real data. Neural Networks, that nowadays only tend to improve, ...
Detecting temporal anomalies in time series data utilizing the matrix profile
(2022)
This work presents a review of anomaly detection algorithms and libraries and the strengths and weaknesses of the most commonly used benchmarking datasets. With this information, the experimental datasets are selected and ...
Bearing fault simulation and transfer learning
(2023)
Significant number of breakdowns in rotating equipment can be attributed to defective bearings. Thus, the close monitoring of bearing condition has seen increased attention in recent times. The difficulty in sample acquisition ...
Building automatic part naming software
(2023)
The goal of this research is to automatically convert the long names of the different CAD (Computer Aided Design) models or hardware materials to short (human friendly) names by use of a software. This software will shorten ...