Jakov Topić, Ph. D.

jtopic@dspace.hr

Affiliation

Education/Positions

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 [OPEN ACCESS]
J. Topić, B. Škugor, J. Deur, "Synthesis and Feature Selection-Supported Validation of Multidimensional Driving Cycles", Sustainability, Vol. 13, No. 9, pp. 21, 2021 [OPEN ACCESS]
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 [OPEN ACCESS]
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 [OPEN ACCESS]
Other journal 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. 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
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
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 [OPEN ACCESS]
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, 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
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 [OPEN ACCESS]
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 [OPEN ACCESS]
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
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
Patent ▼
B. Škugor, J. Topić, J. Deur, V. Ivanovic, H. E. Tseng, "Vehicle Control for Optimized Operation", US patent No. US20230242134A1, 2023

Memberships

 
 
IEEE Institute of Electrical and Electronics Engineers Student Member