Mirko Dinulovic

Prof. Dr. Mirko Dinulovic

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Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

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

Representative Publications

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1 January 2023 in FME Transactions
Verified
Journal Article
Open access
PDF file
DKDejan V. Kožović
Dejan V. Kožović
DĐDragan Ž. Đurđević
Dragan Ž. Đurđević
MDMirko Dinulovic
Mirko Dinulovic
Saša MilićSaša Milić
Saša Milić
Bosko RasuoBosko Rasuo
Bosko Rasuo
Automatic Dependent Surveillance-Broadcast (ADS-B) is a multiparameter surveillance system designed to improve key segments of air traffic: enabling real-time surveillance, raising safety and efficiency levels, and improving flight information and weather services. ADS-B consists of two subsystems, ADS-B Out and ADS-B In. Although only a complete system, ADS-B In/Out provides numerous benefits (additional situational awareness, more efficient oceanic routing, etc.) FAA and EASA only require ADS-B Out (by January and June 2020, respectively), whereby ADS-B In remains optional. Because of its many advantages, ADS-B In/Out will be popular, but there are some weaknesses, which are primarily related to its cyber vulnerabilities due to insufficient authentication and encryption in the applied protocol. In this paper, an overview of the ADS-B system is presented as an aid to understanding the security problems and the different ways of potential attack. In addition, this review deals with the current state of ADS-B deployment and its future perspective and challenges.

1 January 2020 in FME Transactions
Verified
Journal Article
Open access
PDF file
MDMirko Dinulovic
Mirko Dinulovic
Bosko RasuoBosko Rasuo
Bosko Rasuo
MTMarta R. Trninić
Marta R. Trninić
VAVuk M. Adžić
Vuk M. Adžić
Honeycomb core composite plates are becoming more important in the construction of primary aerospace structures. Nowadays, these types of materials are used for construction of fuselage skins, central and outer wing boxes, engine tail cones, landing gear doors, command surfaces like spoilers and ailerons etc. To determine the stress strain field in loaded honeycomb plates elastic coefficients are required. In the present work, a method for determining all required elastic coefficients for the core and plates is presented. Using experimentally obtained values for Nomex paper (type 410) and phenolic resin material model is presented and FEA model of composite plate with honeycomb core is created and three point bend test is simulated. Numerically obtained stress and strain values are compared to the experiment. Good agreement between proposed material model and experimentally obtained values is observed.

1 December 2016 in Engineering Failure Analysis
Verified
Journal Article
Closed access
BKBranimir Krstic
Branimir Krstic
LRLamine Rebhi
Lamine Rebhi
NINada Ilic
Nada Ilic
MDMarjan Dodic
Marjan Dodic
MDMirko Dinulovic
Mirko Dinulovic
DTDragan Trifkovic
Dragan Trifkovic

1 January 2022 in FME Transactions
Verified
Journal Article
Open access
PDF file
MDMirko Dinulovic
Mirko Dinulovic
Bosko RasuoBosko Rasuo
Bosko Rasuo
ASAna Slavković
Ana Slavković
GZGoran Zajić
Goran Zajić
In the present work, the aeroelastic stability of tapered composite plates is investigated. Existing flutter models, based on the typical section approach, are reviewed for quasi-steady and unsteady low Mach number axial flows and modified for the thin composite tapered plates. The numerical approach, based on panel vortex methods for flutter analysis, is presented, and results are compared to typical section flutter methods for the tapered composite fins. Experimental work is performed in the subsonic wind tunnel at flow speeds of 20 - 30 m/s range. Good agreement between experimental, analytical, and numerical results is obtained, and it was concluded that the presented methodology could be used for estimating the flutter boundary velocities for the composite thin flat plates.

27 December 2023 in Aerospace
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Journal Article
Open access
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MDMirko Dinulovic
Mirko Dinulovic
ABAleksandar Čedomir Bengin
Aleksandar Čedomir Bengin
Bosko RasuoBosko Rasuo
Bosko Rasuo
In the present work, the potential application of machine learning techniques in the flutter prediction of composite materials missile fins is investigated. The flutter velocity data set required for different fin aerodynamic geometries and materials is generated using a hybrid data collection method: from the wind tunnel experiments at flows ranging from 5 to 30 m/s at Re = 300,000 to 500,000, whereas synthetic data is collected using modified NACA flutter boundary model. Once the flutter data are collected, different regression algorithms were investigated, and the results were compared in terms of accuracy (when compared to the experimentally obtained results and the numerical flutter models), training time (minimization), and R-squared values (maximization). The algorithms investigated and their performance analyzed are fast forest regression, SDCA regression (stochastic dual coordinate ascent), and the light GBM (light gradient boosting machine) regression algorithm that belongs to the gradient boosting regression algorithm family. It was found that the light GBM algorithm renders the most accurate results. Based on this research, it can be concluded that artificial intelligence (machine learning) techniques can be successfully deployed in the analysis of complex flutter phenomena.

1 January 2017 in FME Transactions
Verified
Journal Article
Closed access
LRLamine Rebhi
Lamine Rebhi
MDMirko Dinulovic
Mirko Dinulovic
MDMomcilo Dunjic
Momcilo Dunjic
AGAleksandar Grbovic
Aleksandar Grbovic
BKBranimir Krstic
Branimir Krstic
Calculation Method for the effective shear modulus of composite plates with sandwich cores is presented. This elastic coefficient represents one very important material property especially in constructions subjected to pure torsion and combined bending - torsion. The structures investigated in this research are flat plates made of top and bottom composite facesheets and hexagonal composite material sandwich core. Starting from classical Lamination theory the effective shear modulus of top and bottom plates was determined for each ply in the stack up sequence. These plies were 'lumped into a single composite layer for different fiber orientations and plies thicknesses. To verify this approach Finite element method was used to determine the displacement, stress and strain field on Composite plates with Sandwich Cores. Two types of models were compared: The initial model where all the material components, plates and the core were modeled with their intrinsic properties and 'lumped' model with calculated effective elastic coefficients.