Optimal Power Conversion and Energy Storage System for Safe and Reliable Urban Air Mobility

MSCA (Marie Skłodowska-Curie)HORIZON-TMA-MSCA-PF-EFID: 101062923
EC Contribution
€2,308
Consortium Size
2 orgs
Start Year
2022
Summary

The research proposal addresses the design challenges in the power conversion and the energy storage systems in the electric aircraft used for urban air mobility (UAM). The success of UAM as an alternate transportation system is strongly dependent on designing the overall system to be safe, efficient and reliable. This proposal focuses on improving the power conversion efficiency and designing a smart wireless battery management system (BMS) with accurate battery state-of-charge (SoC) and state-of-health (SoH) estimations. Another desirable aspect in the UAM aircraft is improving the overall payload capacity, which is impacted by the weight of the batteries, interconnection wiring and power conversion efficiency. The proposal aims to improve it by increasing the voltage of the Li-ion battery packs above the current state-of-the-art, which would reduce the current rating and cable weight, while identifying a power converter topology to maximize the overall efficiency. The design optimisation will consider the impacts of higher insulation requirement with higher voltages and overall cost. The power converter topology and the accompanying filters are optimised to reduce electromagnetic interference that can affect the sensitive electronics on the aircraft. The proposal explores data-driven machine-learning based methods to improve the accuracy of the SoC and SoH estimations and reduce the gap between peak error and the root-mean-square error (RMSE). A reduction in the gap between peak and RMSE will provide a reliable upper bound unlike for the case when estimation methods show a lower RMSE but a wide variation in the peak error. The wireless BMS will provide the advantage of easier maintenance and elimination of the conventional wiring weight.This is a timely and innovative project that will help in novel technology development for UAM industry. It will help the applicant gain additional technical and managerial skills that would ensure a successful research career.

Consortium (2)

Project Results (14)

Source: CORDIS, the EU research results database.

Publications (11)
Computationally Efficient Machine-Learning-Based Online Battery State of Health Estimation
Preprint at Arxiv (Under review in IEEE Transactions on Industrial Informatics)· 2024DOI
Abhijit Kulkarni, Remus Teodorescu
Novel low-complexity model development for Li-ion cells using online impedance measurement
Journal of Energy Storage· 2024DOI
Abhijit Kulkarni, Ahsan Nadeem, Roberta Di Fonso, Yusheng Zheng, Remus Teodorescu
Optimal DC-link Voltage from Weight and Loss Perspective for eVTOLs
Preprint at Arxiv (Under review in IEEE Transactions on Aerospace Electronic Systems)· 2024DOI
Abhijit Kulkarni, Torbjörn Thiringer, Remus Teodorescu
Real-time Sensorless Temperature Estimation of Lithium-ion Batteries Based on Online Operando Impedance Acquisition
Real-time Sensorless Temperature Estimation of Lithium-ion Batteries Based on Online Operando Impedance Acquisition· 2024DOI
Yusheng Zheng,Yunhong Che,Jia Guo,Nicolai Andre Weinreich,Abhijit Kulkarni,Ahsan Nadeem,Xin Sui,Remus Teodorescu
Closed-loop Control of MOSFET Gate Voltage for Charge Balance in a Smart Li-ion Battery Cell
2023 11th International Conference on Power Electronics and ECCE Asia (ICPE 2023 - ECCE Asia)· 2023DOI
Abhijit Kulkarni and Remus Teodorescu
Dual Balancing of SoC/SoT in Smart Batteries Using Reinforcement Learning in Uppaal Stratego
IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society· 2023DOI
Martin Kristjansen, Abhijit Kulkarni, Peter G. Jensen, Remus Teodorescu, Kim G. Larsen
Hardware design of high current prismatic smart battery packs
IET Energy Storage Conference 2023 (ESC 2023)· 2023
Abhijit Kulkarni, Remus Teodorescu, Xin Sui and Arman Oshnoei
Li-ion Battery Digital Twin Based on Online Impedance Estimation
2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)· 2023DOI
Abhijit Kulkarni, Hoda Sorouri, Yusheng Zheng, Xin Sui, Arman Oshnoei, Nicolai A. Weinreich, and Remus Teodorescu
Sensorless State of Temperature Estimation for Smart Battery based on Electrochemical Impedance
2023 25th European Conference on Power Electronics and Applications (EPE'23 ECCE Europe)· 2023DOI
Yusheng Zheng, Nicolai André Weinreich, Abhijit Kulkarni, Yunhong Che, Hoda Sorouri, Xin Sui, Remus Teodorescu
Sensorless Temperature Estimation for Lithium-ion Batteries via Online Impedance Acquisition
Energy Storage Conference 2023 (ESC 2023)· 2023DOI
Yusheng Zheng, Nicolai André Weinreich, Abhijit Kulkarni, Xin Sui, Remus Teodorescu*
Wireless Control of Smart Battery Systems
IEEE Conference on Power Electronics and Distributed Generation· 2022DOI
Renata Oliveira De Sousa, Abhijit Kulkarni, Mikkel Stenkjar Hansen, Joachim Melkar Midtgaard, Remus Teodorescu
Deliverables (2)
Other Results (1)
Periodic Reporting for period 1 - OPENSRUM (Optimal Power Conversion and Energy Storage System for Safe and Reliable Urban Air Mobility)