Carlo Giorgio Grlj

Mr. Carlo Giorgio Grlj

University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, Zagreb, Grad, Croatia
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Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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10 January 2022 in Drones
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Carlo Giorgio GrljCarlo Giorgio Grlj
Carlo Giorgio Grlj
NKNino Krznar
Nino Krznar
MPMarko Pranjić
Marko Pranjić
Unmanned Aerial Vehicles have advanced rapidly in the last two decades with the advances in microelectromechanical systems (MEMS) technology. It is crucial, however, to design better power supply technologies. In the last decade, lithium polymer and lithium-ion batteries have mainly been used to power multirotor UAVs. Even though batteries have been improved and are constantly being improved, they provide fairly low energy density, which limits multirotors’ UAV flight endurance. This problem is addressed and is being partially solved by using docking stations which provide an aircraft to land safely, charge (or change) the batteries and to take-off as well as being safely stored. This paper focuses on the work carried out in the last decade. Different docking stations are presented with a focus on their movement abilities. Rapid advances in computer vision systems gave birth to precise landing systems. These algorithms are the main reason that docking stations became a viable solution. The authors concluded that the docking station solution to short ranges is a viable option, and numerous extensive studies have been carried out that offer different solutions, but only some types, mainly fixed stations with storage systems, have been implemented and are being used today. This can be seen from the commercially available list of docking stations at the end of this paper. Nevertheless, it is important to be aware of the technologies being developed and implemented, which can offer solutions to a vast number of different problems.

13 April 2021 in Sensors
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DKDenis Kotarski
Denis Kotarski
PPPetar Piljek
Petar Piljek
MPMarko Pranjić
Marko Pranjić
Carlo Giorgio GrljCarlo Giorgio Grlj
Carlo Giorgio Grlj
JKJosip Kasać
Josip Kasać
The development of multirotor unmanned aerial vehicles (UAVs) has enabled a vast number of applications. Since further market growth is expected in the future it is important that modern engineers be familiar with these types of mechatronic systems. In this paper, a comprehensive mathematical description of a multirotor UAV, with various configuration parameters, is given. A modular design approach for the development of an educational multirotor platform is proposed. Through the stages of computer-aided design and rapid prototyping an experimental modular multirotor (EMMR) platform is presented. Open-source control system and a novel EMMR enable students to create and test control algorithms for various multirotor configurations. The presented EMMR platform is suitable for students to expand their educational objectives in aerial robotics and control theory.

24 February 2023 in Ocean Engineering
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Journal Article
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Carlo Giorgio GrljCarlo Giorgio Grlj
Carlo Giorgio Grlj
Nastia DegiuliNastia Degiuli
Nastia Degiuli
ŽTŽeljko Tuković
Željko Tuković
AFAndrea Farkas
Andrea Farkas
IMIvana Martić
Ivana Martić

2 September 2022 in Journal of Cleaner Production
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Journal Article
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Andrea FarkasAndrea Farkas
Andrea Farkas
Nastia DegiuliNastia Degiuli
Nastia Degiuli
IMIvana Martić
Ivana Martić
Carlo Giorgio GrljCarlo Giorgio Grlj
Carlo Giorgio Grlj

Verified
Journal Article
Open access
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Carlo Giorgio GrljCarlo Giorgio Grlj
Carlo Giorgio Grlj
Nastia DegiuliNastia Degiuli
Nastia Degiuli
Andrea FarkasAndrea Farkas
Andrea Farkas
Ivana MartićIvana Martić
Ivana Martić
The present study aims to investigate the scale effects of the open water propeller performance using computational fluid dynamics (CFD). The results are presented for the propeller which was previously 3D scanned and digitized. The results obtained using two turbulence models within the numerical simulations are compared. The verification study is conducted to assess the numerical uncertainty and thus obtain the optimal grid size for the numerical simulations. A transition model is used at the model scale to account for the partially laminar flow. The propeller is then scaled, and numerical simulations are performed to assess the scale effects on the open water performance of the considered propeller. The results demonstrate the significant scale effects on open water characteristics however, scale effects are considerably lower when the transition model is applied within the numerical simulations at the model scale.

Verified
Journal Article
Open access
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Ivana MartićIvana Martić
Ivana Martić
Nastia DegiuliNastia Degiuli
Nastia Degiuli
Carlo Giorgio GrljCarlo Giorgio Grlj
Carlo Giorgio Grlj
In this paper, an artificial neural network was used to predict the added resistance coefficient for container ships in regular head waves for various speeds. The data used for training the neural network were gathered based on performed numerical calculations using the Boundary Integral Element Method for various hull forms of container ships. The numerically obtained results were validated against the available experimental data for three benchmark container ships. The data were divided into three classes based on the ship length, and the expressions for the prediction of the added resistance coefficient for each container ship class were provided. The performance and generalization properties of the neural network were evaluated based on the normalized value of the root mean square error. The model enables reliable prediction of the added resistance coefficient within the preliminary design stage of a ship based on the ship characteristics and speed.