Vogel Manuel HSLU T&A

Manuel Vogel Manuel Vogel

Research Associate

Vogel Manuel HSLU T&A

Lucerne School of Engineering and Architecture

Room P9
Technikumstrasse 21
6048 Horw


Institute of Electrical Engineering IET

iHomeLab

Research Associate

+41 41 349 38 55

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Biography

Experience
(2023 - now): Research Associate, Lucerne University of Applied Sciences
(2021 - 2023): Master Assistant, Lucerne University of Applied Sciences
(2017 - 2018): AV Technician

Education
(2021 - 2023): Master of Science in Engineering, Lucerne University of Applied Sciences
(2018 - 2021): Bachelor of Science in Computer Science, Lucerne University of Applied Sciences
(2016 - 2017): Federal Vocational Baccalaureate (FVB)
(2012 - 2016): Apprenticeship as a Multimedia Electronics Technician, Expert Enz Audio Video AG

Professional competencies
  • Applied Machine Learning and Deep Learning
Teaching and research focus
  • Smart Energy Management
  • Generative AI / LLM / NLP
  • Automatic Speech Recognition (ASR)

Projects

Research projects

  • SITA Better World Robotics
  • DEMETER - Combining NLP and trust to automate access to relevant and transparent knowledge on agricultural markets
  • EkoFlex - End customer-optimised flexibility management
  • GIASES – Holistic Integrating Adaptive Smart Energy System
  • Smart Maintenance 4.0
  • FAST - FIT Algorithms for Smart Training
  • BODYGUARD Proactive Dialog – proactive and sensor-triggered local dialog system
  • OpOSaD - Optimized Operation of self-aware Devices
  • NILMplus

Publications and presentations - Article, review; peer reviewed

  • Vogel, Manuel; Friedli, Martin; Camenzind, Martin; Kniesel, Guido; Klemenjak, Christoph; Rumsch, Andreas & Paice, Andrew (19.08.2024). The ‘SmartNIALMeter’ electrical appliance disaggregation dataset. Elsevier Data in Brief, 2024(Volume 56), doi: 10.1016/j.dib.2024.110854
  • Vogel, Manuel; Kniesel, Guido & Paice, Andrew (09.06.2022). Improved Dialect Recognition by Adaptation to a Single Speaker. Proceedings of the Swiss Text Analytics Conference 2022, 2022(Vol-3361), 29-33.

Publications and presentations - Presentation (conference/report/lectures)

  • Janoschka, Anja; Dahinden, Larissa; Kniesel, Guido; Melillo, Andreas; Meyer, Manuel; Schütz, Philipp & Vogel, Manuel (24.10.2024). EkoFlex – Verbraucherperspektiven und Energiezukunft: Bereitschaft, Barrieren und wirksame Belohnungen für die Teilnahme an Demand-Response-Programmen. 24. interdisziplinäre Jahreskonferenz der europäischen Forschungskooperation EUKO (Europäische Kulturen in der Wirtschaftskommunikation), Nürnberg.