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Zaposlenje
Obrazovanje
Istraživanje
Publikacije
Članstva

Dr. sc. Jakov Topić

jtopic@dspace.hr

ORCID ResearchGate LinkedIn

Zaposlenje

2017 - 2022

Znanstveni novak

Zavod za robotiku i automatizaciju proizvodnih sustava, Fakultet strojarstva i brodogradnje, Sveučilište u Zagrebu

Obrazovanje

2022

Disertacija, Modeliranje voznih ciklusa uključujući vremenski promjenjive značajke nagiba ceste, mase vozila i zagušenja prometa

Fakultet strojarstva i brodogradnje, Sveučilište u Zagrebu

2018 - 2022

Doktorand

Fakultet strojarstva i brodogradnje, Sveučilište u Zagrebu

2017

Diplomski rad, Modeliranje i regulacija suhe spojke s hidrostatskim aktuatorom

Fakultet strojarstva i brodogradnje, Sveučilište u Zagrebu

2015

Završni rad, Izvlačenje povezanih podataka iz strojarskih dokumenata s mreže

Fakultet strojarstva i brodogradnje, Sveučilište u Zagrebu

Istraživanje

Primjena umjetne inteligencije u vozilima
Integracija električnih vozila u energetske sustave
Sinteza realističnih voznih ciklusa

Publikacije

Članci u časopisima ▼

Članci koji se odnose na CC/SCI baze ▼

1.

Z. Dabčević, B. Škugor, J. Topić, J. Deur

Synthesis of Driving Cycles Based on Low-Sampling-Rate Vehicle-Tracking Data and Markov Chain Methodology

Energies, Vol. 15, No. 11, pp. 21, 2022.

2.

J. Topić, B. Škugor, J. Deur

Receding-Horizon Prediction of Vehicle Velocity Profile Using Deterministic and Stochastic Deep Neural Network Models

Sustainability, Vol. 14, No.17, pp. 20, 2022.

3.

J. Topić, B. Škugor, J. Deur

Neural Network-Based Prediction of Vehicle Fuel Consumption Based on Driving Cycle Data

Sustainability, Vol. 14, No. 2, pp. 12, 2022.

4.

J. Topić, B. Škugor, J. Deur

Synthesis and Feature Selection-Supported Validation of Multidimensional Driving Cycles

Sustainability, Vol. 13, No. 9, pp. 21, 2021.

5.

J. Topić, J. Soldo, F. Maletić, B. Škugor, J. Deur

Virtual Simulation of Electric Bus Fleets for City Bus Transport Electrification Planning

Energies, Vol. 13, No. 13, pp. 23, 2020.

6.

J. Topić, B. Škugor, J. Deur

Neural Network-Based Modeling of Electric Vehicle Energy Demand and All Electric Range

Energies, Vol. 12, No. 7, pp. 1396-1416, 2019.

Ostali članci u časopisima ▼

1.

J. Topić, B. Škugor, J. Deur

Synthesis and Validation of Multidimensional Driving Cycles

SAE Int. J. Adv. & Curr. Prac. in Mobility, Vol. 3, No. 4, pp. 1558-1568, 2021.

Konferencijski članci ▼

1.

J. Deur, I. Cvok, I. Ratković, J. Topić, J. Soldo, F. Maletić

Backward-looking Modelling of a Fully Electric City Bus with Emphasis on Cabin Heating and Cooling Subsystem

18th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES), Dubrovnik, Croatia, 2023.

2.

J. Topić, B. Škugor, J. Deur, V. Ivanović, H. E. Tseng

Neural Network-based Prediction of Pedestrian Crossing Behavior at Uncontrolled Crosswalks

International Conference on Smart Systems and Technologies 2022 (SST 2022), Osijek, Croatia, 2022.

3.

D. Matković, J. Topić, B. Škugor, J. Deur,

Search Space Reduction-Supported Multi-objective Optimization of Charging System Configuration for Electrified City Bus Transport System

17th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES), Paphos, Cyprus, 2022.

4.

J. Topić, B. Škugor, J. Deur

Static Stochastic Model-Based Prediction of City Bus Velocity

International Conference on Smart Systems and Technologies 2022 (SST 2022), Osijek, Croatia, 2022.

5.

J. Topić, B. Škugor, J. Deur

Analysis of City Bus Driving Cycle Features for the Purpose of Multidimensional Driving Cycle Synthesis

SAE paper #2020-01-1288, 2020 SAE World Congress, Detroit, MI, 2020.

6.

M. Hihlik, J. Topić, B. Škugor, J. Deur

Neural Network-based Prediction of Fuel Consumption of a Conventional Delivery Vehicle based on GPS-collected Tracking Data

15th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES), Cologne, Germany, 2020.

7.

J. Topić, B. Škugor, J. Deur

Analysis of Markov Chain-based Methods for Synthesis of Driving Cycles of Different Dimensionality

2020 IEEE Intelligent Transportation Systems Conference (ITSC), Rhodes, Greece, 2020.

8.

B. Škugor, J. Topić, J. Deur, V. Ivanović, H. E. Tseng

Analysis of a Game Theory-based Model of Vehicle-Pedestrian Interaction at Uncontrolled Crosswalks

International Conference on Smart Systems and Technologies 2020 (SST 2020), Osijek, Croatia, 2020.

9.

J. Deur, J. Topić, F. Maletić

Electrification of City Bus Transport: An Overview and SOLEZ-gained Experience

International Conference on Smart solutions for urban and regional mobility in Europe, Brno, Czech Republic, 2019.

10.

J. Topić, F. Maletić, B. Škugor, J. Deur

Software Tool for Planning of City Bus Transport Electrification

Science and Traffic Development International Conference, Opatija, Croatia, 2018.

11.

J. Topić, B. Škugor, J. Deur

Neural Network-based Modelling of Energy Demand and All Electric Range of an Extended Range Electric Vehicle

13th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES), Palermo, Italy, 2018.

12.

B. Škugor, J. Topić, J. Deur

Quadratic Programming-based Electric Vehicle Charging Optimisation combining Charging Cost and Grid Power Peak Minimisation

Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES), Dubrovnik, Croatia, 2017.

Patenti ▼

1.

B. Škugor, J. Topić, J. Deur, V. Ivanović, H. E. Tseng

Vehicle Control for Optimized Operation

US patent No. US20230242134A1, 2023.

Članstva

IEEE Institute of Electrical and Electronics Engineers studentsko članstvo

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ČLANOVI: 16
PROJEKTI: 37
PUBLIKACIJE: 310

Upravljanje automobilskim sustavima
Sveučilište u Zagrebu
Fakultet strojarstva i brodogradnje

Upravljanje automobilskim sustavima
Sveučilište u Zagrebu Fakultet strojarstva i brodogradnje

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