Publications

A Comparative Analysis of Machine Learning Algorithms for Aggregated Electric Chargepoint Load Forecasting
Li, C.; Zhang, M.; Förderer, K.; Matthes, J.; Hagenmeyer, V.
2024. 2024 9th International Conference on Sustainable and Renewable Energy Engineering (ICSREE 2024), Marseille, May 9th-11th 2024, Ed.: J. Lin, Art.-Nr.: 01004, EDP Sciences. doi:10.1051/e3sconf/202454501004

3D Analysis of the Flight Behavior of Refuse-Derived Fuel Particles: Plenoptic Camera vs. Stereo Camera System
Vogelbacher, M.; Zhang, M.; Streier, R.; Wirtz, S.; Scherer, V.; Matthes, J.
2024, April 3. 14th European Conference on Industrial Furnaces and Boilers (INFUB 2024), Salgados, Portugal, April 2–5, 2024

Determination of the statistical distribution of drag and lift coefficients of refuse derived fuel by computer vision
Streier, R.; Wirtz, S.; Aleksandrov, K.; Gehrmann, H.-J.; Stapf, D.; Zhang, M.; Vogelbacher, M.; Matthes, J.; Scherer, V.
2023. Fuel, 352, 128847. doi:10.1016/j.fuel.2023.128847

Comparison of the Depth Accuracy of a Plenoptic Camera and a Stereo Camera System in Spatially Tracking Single Refuse-derived Fuel Particles in a Drop Shaft
Zhang, M.; Streier, R.; Vogelbacher, M.; Wirtz, S.; Scherer, V.; Matthes, J.
2023. Sensors and Electronic Instrumentation Advances. Ed.: S.Y. Yurish, 52–57, IFSA Publishing, S.L

A Novel Plenoptic Camera based Measurement System for the Analysis of Flight and Combustion Properties of Refuse-derived Fuel Particles Utilizing Tracking-by-Detection. PhD dissertation
Zhang, M.
2023, August 3. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161108

Withdrawal notice to: Determination of the statistical distribution of drag and lift coefficients of refuse derived fuel by computer vision [Fuel 338 (2023) 127122]
Streier, R.; Wirtz, S.; Aleksandrov, K.; Gehrmann, H.-J.; Stapf, D.; Zhang, M.; Vogelbacher, M.; Matthes, J.; Scherer, V.
2023. Fuel, 345, Art.-Nr.: 127898. doi:10.1016/j.fuel.2023.127898

A Novel Plenoptic Camera-Based Measurement System for the Investigation into Flight and Combustion Behavior of Refuse-Derived Fuel Particles
Zhang, M.; Vogelbacher, M.; Aleksandrov, K.; Gehrmann, H.-J.; Stapf, D.; Streier, R.; Wirtz, S.; Scherer, V.; Matthes, J.
2023. ACS Omega, 8 (19), 16700–16712. doi:10.1021/acsomega.2c08004

WITHDRAWN: Determination of the statistical distribution of drag and lift coefficients of refuse derived fuel by computer vision
Streier, R.; Wirtz, S.; Aleksandrov, K.; Gehrmann, H.-J.; Stapf, D.; Zhang, M.; Vogelbacher, M.; Matthes, J.; Scherer, V.
2023. Fuel, 338, Art.-Nr.: 127122. doi:10.1016/j.fuel.2022.127122

Light-Field Camera Based Spatial Multiple Small Particle Tracking with Post-processing
Zhang, M.; Matthes, J.; Aleksandrov, K.; Gehrmann, H.-J.; Vogelbacher, M.
2023. Advances in Automation, Mechanical and Design Engineering – SAMDE 2021. Ed.: M. Laribi, 95–123, Springer International Publishing. doi:10.1007/978-3-031-09909-0_8

Determination of the aerodynamic properties of refuse derived fuel by computer vision
Streier, R.; Wirtz, S.; Aleksandrov, K.; Gehrmann, H. J.; Stapf, D.; Zhang, M.; Vogelbacher, M.; Matthes, J.; Scherer, V.
2022. Proceedings of the 13th European Conference on Industrial Furnaces and Boilers

Analysis of spatial flight properties of refuse-derived fuel particles based on a light-field camera system
Zhang, M.; Vogelbacher, M.; Aleksandrov, K.; Gehrmann, H. J.; Stapf, D.; Streier, R.; Wirtz, S.; Scherer, V.; Matthes, J.
2022. Proceedings of the 13th European Conference on Industrial Furnaces and Boilers

Two- and Three-Dimensional Benchmarks for Particle Detection from an Industrial Rotary Kiln Combustion Chamber Based on Light-Field-Camera Recording
Vogelbacher, M.; Zhang, M.; Aleksandrov, K.; Gehrmann, H.-J.; Matthes, J.
2022. Data, 7 (12), 179. doi:10.3390/data7120179

3D Refuse-derived Fuel Particle Tracking-by-Detection Using a Plenoptic Camera System
Zhang, M.; Vogelbacher, M.; Hagenmeyer, V.; Aleksandrov, K.; Gehrmann, H.-J.; Matthes, J.
2022. IEEE Transactions on Instrumentation and Measurement, 71, Art.Nr. 5024815. doi:10.1109/TIM.2022.3217858

Experimentelle Absicherung von CFD-Modellen für die thermische Umsetzung von Ersatzbrennstoffen (FLUFF)
Wirtz, S.; Scherer, V.; Aleksandrov, K.; Gehrmann, H.-J.; Stapf, D.; Zhang, M.; Vogelbacher, M.; Matthes, J.
2021. 30. Deutscher Flammentag / Deutsche Sektion des Combustion Institutes und DVV/VDI-Gesellschaft Energie und Umwelt. Ed.: F. Dinkelacker, Deutsche Vereinigung für Verbrennungsforschung e.V

Detektion und Tracking von Brennstoffpartikeln auf Basis eines Lichtfeldkamerasystems = Detection and tracking of refuse-derived fuel particles based on a light field camera system
Zhang, M.; Matthes, J.; Aleksandrov, K.; Gehrmann, H.-J.; Vogelbacher, M.
2021. Technisches Messen, 88 (6), 396–407. doi:10.1515/teme-2021-0016

Analyse des Flug- und Abbrandverhaltens von Ersatzbrennstoffen auf Basis eines Lichtfeldkamerasystems
Zhang, M.; Vogelbacher, M.; Aleksandrov, K.; Gehrmann, H.-J.; Matthes, J.
2020. Forum Bildverarbeitung 2020. Hrsg.: T. Längle, 105–117, KIT Scientific Publishing

Point and contextual anomaly detection in building load profiles of a university campus
Wang, L.; Turowski, M.; Zhang, M.; Riedel, T.; Beigl, M.; Mikut, R.; Hagenmeyer, V.
2020. 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 11–15, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISGT-Europe47291.2020.9248792