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Analysing electricity consumption data by fast search and find of density peaks
(2017)
The aim of this thesis is to compare a clustering method called Clustering by fast search and find of density peaks (CFSFDP) (Rodriguez et al. 2014) to two traditional clustering methods in analysis electricity consumption. ...
Clustering electricity consumption data to identify optimal electricity contracts
(2020)
This thesis is aimed to study development of electricity consumption trends, cluster historical consumption time series and aim to determine optimal price contract for both individual clusters and customers.
First main ...
Data-based manufacturing process optimization using image data : case : veneer and LVL
(2022)
Manufacturing industries are continually exploring ways to optimize their manufacturing processes to improve production by maximizing raw materials usage and minimizing operational costs. Industry 4.0 brings a digital ...
Applicability of handheld Raman spectrometer for plant health monitoring
(2023)
In this study, Basil plants are monitored with a handheld Raman spectrometer. The objective is to find out if a handheld Raman spectrometer can be used as a monitoring tool for plant pollution and suggest a methodology to ...
Resilient supply chain optimization
(2023)
Especially after the COVID -19 the importance of studying the about resilient supply chain optimization has been increased even more. A supply chain network can be optimized with respect to many aspects such as inventory, ...