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Markus Lienkamp

Technical University of Munich

SCHOLARLY PAPERS

13

DOWNLOADS

853

TOTAL CITATIONS

2

Scholarly Papers (13)

1.

Understanding Lithium-Ion Battery Degradation in Vehicle Applications: Insights from Realistic and Accelerated Aging Tests Using Volkswagen Id.3 Pouch Cells

Number of pages: 36 Posted: 30 Jul 2024
Technische Universität München (TUM), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Institute of Automotive Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Munich, affiliation not provided to SSRN, Technische Universität München (TUM) - Institute for Electrical Energy Storage Technology and Technical University of Munich
Downloads 222 (343,660)
Citation 1

Abstract:

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accelerated aging, battery degradation, degradation modes, field application, lifetime, lithium-ion battery

2.

Apparent vs. True Battery Aging: Impact of Various Load Characteristics on Accelerated Aging Tests

Number of pages: 28 Posted: 14 Feb 2025
Technische Universität München (TUM), Technische Universität München (TUM) - School of Engineering and Design, affiliation not provided to SSRN, Technische Universität München (TUM), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technische Universität München (TUM) - Institute for Electrical Energy Storage Technology and Technical University of Munich
Downloads 134 (547,695)
Citation 1

Abstract:

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Accelerated Aging, Capacity Recovery, Cell Relaxation, Reversible Degradation, Real-world Driving Cycles, State of Health

3.

Revol-E-Tion: A Flexible and Scalable Investment Optimization Toolbox for Local Energy Systems Incorporating Electric Vehicle Fleets

Number of pages: 19 Posted: 06 Feb 2025
Technical University of Munich, affiliation not provided to SSRN, Technical University of Munich, affiliation not provided to SSRN and Technical University of Munich
Downloads 105 (674,591)

Abstract:

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charge scheduling, electric vehicle, energy system, investment optimization

4.

Lab-to-Field Gap in Battery Aging Studies: Mismatch of Operating Conditions between Laboratory Environments and Real-world Automotive Applications

Number of pages: 91 Posted: 28 Aug 2025
Technische Universität München (TUM), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Munich
Downloads 68 (916,100)

Abstract:

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Accelerated Aging Tests, Battery Degradation, Field Data, Vehicle Operation, Stress Factors, Transferability

5.

Costs and Parameters of BEV Electrification: A Comprehensive Review of Battery System Innovations, Vehicle-Level Integration, and Energy System Synergies

Number of pages: 49 Posted: 24 Apr 2026 Last Revised: 15 Jul 2026
Technische Universität München (TUM) - School of Engineering and Design, Technical University of Munich, Technische Universität München (TUM) - School of Engineering and Design, Technische Universität München (TUM) - School of Engineering and Design, Technische Universität München (TUM) - School of Engineering and Design, Technische Universität München (TUM) - School of Engineering and Design, affiliation not provided to SSRN and Technical University of Munich
Downloads 58 (1,222,651)

Abstract:

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electric vehicles, batteries, electrification, cost analysis

6.

Impedance-based equivalent circuit model structure and parameter update for electric vehicles using machine learning

Number of pages: 21 Posted: 17 Dec 2025
Technische Universität München (TUM) - School of Engineering and Design, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Munich
Downloads 54 (1,052,702)

Abstract:

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Lithium-ion battery, Electrochemical impedance spectroscopy, Onboard application, Equivalent circuit model, Machine learning, State estimation

7.

Battery pack diagnostics for electric vehicles: Robustness of the state of health measurement and differential voltage analysis at the vehicle level

Number of pages: 23 Posted: 05 Dec 2025
affiliation not provided to SSRN, Technical University of Munich, Technische Universität München (TUM), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Munich
Downloads 49 (1,097,529)

Abstract:

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Battery aging, Battery diagnostics, Differential voltage analysis, Electric vehicle, Lithium-ion battery, State of health

8.

Comparing Experimental Designs for Parameterizing Semi-Empirical and Deep Learning-Based Lithium-Ion Battery Aging Models

Number of pages: 60 Posted: 28 Jun 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Munich
Downloads 47 (1,097,529)

Abstract:

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Lithium-ion battery, Battery Aging Modeling, Design of Experiment, Semi-Empirical Modeling, Deep Learning

9.

FLEX-DEPOT: An open-source framework for multi-market flexibility commercialization of a logistics depot incorporating electric trucks

Number of pages: 25 Posted: 30 Jun 2026
Technical University of Munich, affiliation not provided to SSRN, Technical University of Munich and Technical University of Munich
Downloads 33

Abstract:

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flexibility commercialization, battery-electric trucks, multi-market optimization, mixed-integer linear programming

10.

LIFT: A User-friendly and Scalable Technoeconomic Energy System Simulation Tool for Fleet and Depot Electrification

Number of pages: 18 Posted: 10 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Munich, affiliation not provided to SSRN and Technical University of Munich
Downloads 24 (1,424,331)

Abstract:

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fleet electrification, energy system, investment decision, simulation

11.

Can we really trust lifetime studies of commercial Li-ion batteries? An experimental study quantifying cell-to-cell aging variations

Number of pages: 33 Posted: 26 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Munich and affiliation not provided to SSRN
Downloads 20

Abstract:

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Lithium-ion battery, Lifetime Experiments, Lifetime Modeling, Degradation, cell-to-cell variation, Design of Experiment

12.

The Potential of Differential Voltage Analysis and Electrochemical Impedance Spectroscopy for Electric Vehicles Based on Real-World Data

Number of pages: 20 Posted: 07 Mar 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technische Universität München (TUM) - School of Engineering and Design, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Munich
Downloads 20 (1,459,862)

Abstract:

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Lithium-ion battery, Electric vehicle, Differential voltage analysis, Electrochemical impedance spectroscopy, Real-world data, Battery diagnosis

13.

Challenges in the Reliable Detection of Lithium Plating using Dynamic Electrochemical Impedance Spectroscopy

Number of pages: 14 Posted: 17 Mar 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Munich
Downloads 19 (1,470,786)

Abstract:

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LIB, fast-charging, lithium plating, EIS, DEIS