Jakov Topić mag. ing.

Fakultet strojarstva i brodogradnje I. Lučića 5 HR-10000 Zagreb HRVATSKA

istočna zgrada, 3. kat, soba 313

385-1-6168-555

385-1-6168-351

jakov.topic@fsb.hr

Affiliation

Research Areas

• Artificial Intelligence in Automotive Applications

• Electric Vehicle-Grid Integration

• Synthesis of Naturalistic Driving Cycles

Publications

Journal paper ▼
Paper in journals referred in CC/SCI databases ▼
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 [OPEN ACCESS]
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 [OPEN ACCESS]
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
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
J. Topić, B. Škugor, J. Deur, "Synthesis and Feature Selection-Supported Validation of Multidimensional Driving Cycles", Sustainability, Vol. 13, No. 9, pp. 21, 2021
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
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
Other jurnal papers ▼
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
Conference paper ▼
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
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
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
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
B. Škugor, J. Topić, J. Deur, V. Ivanović, 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
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
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
J. Topić, B. Škugor, J. Deur, "Neural Network-based Modelling of Extended Range Electric Vehicle Energy Demand and All Electric Range", 13th Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES), Palermo, Italy, 2018
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

Memberships

 
 
IEEE Institute of Electrical and Electronics Engineers Student Member