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hujun peng
hujun peng
Institute of Electrical Machines, RWTH Aachen University
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Deep reinforcement learning based energy management strategy of fuel cell hybrid railway vehicles considering fuel cell aging
K Deng, Y Liu, D Hai, H Peng, L Löwenstein, S Pischinger, K Hameyer
Energy Conversion and Management 251, 115030, 2022
862022
A scalable, causal, adaptive energy management strategy based on optimal control theory for a fuel cell hybrid railway vehicle
H Peng, J Li, L Löwenstein, K Hameyer
Applied energy 267, 114987, 2020
552020
A scalable, causal, adaptive rule-based energy management for fuel cell hybrid railway vehicles learned from results of dynamic programming
H Peng, J Li, A Thul, K Deng, C Ünlübayir, L Löwenstein, K Hameyer
Etransportation 4, 100057, 2020
462020
An adaptive PMP-based model predictive energy management strategy for fuel cell hybrid railway vehicles
K Deng, H Peng, S Dirkes, J Gottschalk, C Ünlübayir, A Thul, ...
ETransportation 7, 100094, 2021
392021
Offline optimal energy management strategies considering high dynamics in batteries and constraints on fuel cell system power rate: From analytical derivation to validation on …
H Peng, Z Chen, J Li, K Deng, S Dirkes, J Gottschalk, C Ünlübayir, A Thul, ...
Applied Energy 282, 116152, 2021
312021
An efficient optimum energy management strategy using parallel dynamic programming for a hybrid train powered by fuel-cells and batteries
H Peng, J Li, K Deng, A Thul, W Li, L Lowenstein, DU Sauer, K Hameyer
2019 IEEE vehicle power and propulsion conference (VPPC), 1-7, 2019
272019
Hierarchical eco-driving and energy management control for hydrogen powered hybrid trains
K Deng, T Fang, H Feng, H Peng, L Löwenstein, K Hameyer
Energy Conversion and Management 264, 115735, 2022
172022
Validation of robustness and fuel efficiency of a universal model-based energy management strategy for fuel cell hybrid trains: From analytical derivation via simulation to …
H Peng, H Cao, S Dirkes, Z Chen, K Deng, J Gottschalk, C Ünlübayir, ...
Energy conversion and management 229, 113734, 2021
172021
Co-optimization of total running time, timetables, driving strategies and energy management strategies for fuel cell hybrid trains
H Peng, Y Chen, Z Chen, J Li, K Deng, A Thul, L Löwenstein, K Hameyer
ETransportation 9, 100130, 2021
162021
A comparison of various universally applicable power distribution strategies for fuel cell hybrid trains utilizing component modeling at different levels of detail: From …
H Peng, Z Chen, K Deng, S Dirkes, C Ünlübayir, A Thul, L Löwenstein, ...
ETransportation 9, 100120, 2021
142021
Simulation model with an optimal operation strategy for a hybrid train powered by a battery and a fuel cell
C Unlubayir, T Nemeth, F Meishner, H Peng, K Deng, DU Sauer
2019 IEEE Vehicle Power and Propulsion Conference (VPPC), 1-5, 2019
52019
Deep reinforcement learning based energy management strategy for fuel cell and battery powered rail vehicles
K Deng, D Hai, H Peng, L Löwenstein, K Hameyer
2021 IEEE Vehicle Power and Propulsion Conference (VPPC), 1-6, 2021
42021
Transient skin effect in highly dynamic induction motor drives: energy-optimized design
Y Zhang, H Peng, W Hofmann
Electrical Engineering 105 (2), 1015-1024, 2023
32023
Load cycle-based design optimization of induction motor drives for highly dynamic applications
Y Zhang, H Peng, W Hofmann
2019 IEEE International Conference on Industrial Technology (ICIT), 286-291, 2019
12019
Voltage Distribution Modeling Along Stator Windings in Permanent Magnet Synchronous Machines Using Coil-Based Grey Box Models
H Peng, S Stevic, Z Luo, N Driendl, D Butterweck, L Sharifian, Y Firouz, ...
IEEE Transactions on Energy Conversion, 2024
2024
High-frequency Modeling of Permanent Magnet Synchronous Machines using Grey Box Models
H Peng, N Driendl, S Stevic, D Butterweck, Y Firouz, L Sharifian, ...
IEEE Transactions on Transportation Electrification, 2024
2024
A Study about the Influence of Rotor Position of IPMSM on the Maximum Voltage on Motor Terminals under Inverter-fed Operation
H Peng, N Driendl, S Stevic, L Sharifian, Y Friouz, D Butterweck, ...
2023 IEEE 6th Student Conference on Electric Machines and Systems (SCEMS), 1-6, 2023
2023
Wide Bandgap-Based Inverter Prototype for Variable Speed Electrical Propulsion Drives
S Stevic, D Franck, N Driendl, B Groschup, S Mönninghoff, H Peng, ...
2023 IEEE Vehicle Power and Propulsion Conference (VPPC), 1-6, 2023
2023
Scalable model-based energy management strategies for hybrid mobile systems powered by fuel cells and batteries
H Peng, K Hameyer, S Pischinger
Lehrstuhl für Elektromagnetische Energiewandlung und Institut für …, 2023
2023
Machine Learning-Based Control for Fuel Cell Hybrid Buses: From Average Load Power Prediction to Energy Management
H Peng, J Li, K Deng, K Hameyer
Vehicles 4 (4), 1365-1390, 2022
2022
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