Concepedia

Author

Dominic Karnehm

Universität der Bundeswehr MünchenORCID

Also Known As

Dominic Karnehm, Karnehm, Dominic

34

Publications

121

Citations

7

H-Index

11

Concepts

All Affiliations

Universität der Bundeswehr MünchenOntario Tech University
DK

About

Dominic Karnehm is an author at Universität der Bundeswehr München specializing in forecasting, lithium-ion batteries, and predictive maintenance.

Top Concepts

#ConceptH-IndexPublicationsCitations

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Engineering

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Data Science

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Systems Engineering

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Data Mining

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Machine Learning

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Dominic Karnehm

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4

Publications

57

Citations

4

H-Index

YearCitations

State-of-Health prediction of lithium-ion batteries based on a low dimensional Gaussian Process Regression

Sebastian Pohlmann, Ali Mashayekh, Florian Stroebl,

Journal of Energy Storage

2024

19

Comprehensive Comparative Analysis of Deep-Learning-Based State-of-Charge Estimation Algorithms for Cloud-Based Lithium-Ion Battery Management Systems

Dominic Karnehm, Akash Samanta, Latha Anekal,

IEEE Journal of Emerging and Selected Topics in Industrial Electronics

2024

18

State-of-Charge Estimation of Lithium-Ion Batteries Using Machine Learning Based on Augmented Data

Sebastian Pohlmann, Dominic Karnehm, Ali Mashayekh,

2022 International Conference on Smart Energy Systems and Technologies (SEST)

2022

10

Core Temperature Estimation of Lithium-Ion Batteries Using Long Short-Term Memory (LSTM) Network and Kolmogorov–Arnold Network (KAN)

Dominic Karnehm, Akash Samanta, Christian Rosenmüller,

IEEE Transactions on Transportation Electrification

2025

10

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