Concepedia

Sebastian Pohlmann

SP

4

Publications

128

Citations

4

H-Index

2022

Active since

Affiliations

Universität der Bundeswehr München(Current)

Sebastian Pohlmann is an author at Universität der Bundeswehr München specializing in machine learning, predictive maintenance, and data science.

Top concepts

EngineeringData ScienceMachine LearningSystems EngineeringPredictive AnalyticsPredictive MaintenanceStatisticsData MiningForecastingEnergy Storage

Publications per year

2022–2024

4

Publications

4

Early Quality Classification and Prediction of Battery Cycle Life in Production Using Machine Learning

Sandro Stock, Sebastian Pohlmann, Florian J. Günter et al. · Journal of Energy Storage · 2022 · 81 citations · Full text

Engineering, Machine Learning, Life Prediction +19

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

Sebastian Pohlmann, Ali Mashayekh, Florian Stroebl et al. · Journal of Energy Storage · 2024 · 19 citations · Full text

Engineering, Machine Learning, Life Prediction +16

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 et al. · IEEE Journal of Emerging and Selected Topics in Industrial Electronics · 2024 · 18 citations · Full text

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

Sebastian Pohlmann, Dominic Karnehm, Ali Mashayekh et al. · 2022 International Conference on Smart Energy Systems and Technologies (SEST) · 2022 · 10 citations

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