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Model development dataset
- Citation Author(s):
-
NurAssani
Faculty of Maritime Studies SplitPetarMatićFaculty of Maritime Studies Split - Submitted by:
- Nur Assani
- Last updated:
- Mon, 02/24/2025 - 10:03
- DOI:
- 10.21227/r83w-g590
- License:
27 Views- Categories:
- Keywords:
Abstract
Data was acquired using data aquisiton interface in a laboratory on a flow control unit. The data has been transformed into two excel spreadsheets which was later used in Matlab. This dataset also consists of three Matlab codes. First one is the code for the experiment in which the ANN models were developed. Second Matlab code is the code for data importing from the excel spreadsheets and the third Matlab code is the data preparation code for the Simulink purposes in order to test the models. This data repository is a part of an ongoing research, aiming to examine the potential of the ANN in fluid flow processes modeling onboard a ship.
Eksperiment_1.m is a Matlab code for model development experiment (It was a part of previously published research)
matlab_identifikacija_2_novo.xlsx is a identification data excel spreadsheet
matlab_validacija.xlsx is a validation data excel spreadsheet
podatci_za_treniranje_mreze.m is a Matlab code for data preparation before the training
priprema_podataka_za_simulink.m is a Matlab code for data preparation before simulating in Simulink (it adjust the data to fit the Simulink expected format)
