Kniesel Guido HSLU T&A

Guido Kniesel Guido Kniesel

Senior Research Associate

Kniesel Guido HSLU T&A

Lucerne School of Engineering and Architecture

Room P9
Technikumstrasse 21
6048 Horw


Institute of Electrical Engineering IET

iHomeLab

Senior Research Associate

+41 41 349 33 27

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Projects

Research projects

  • DEMETER - Combining NLP and trust to automate access to relevant and transparent knowledge on agricultural markets
  • IDN – EcoNudge: Anschub von Investitionen in energetische Gebäudesanierungen
  • 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
  • ITC – CUI goes AAL
  • ITC – CUI goes AAL
  • ITC – Marketing-Concept for Energy Efficiency
  • enerFACEpredict - energy consumtion prediction with human interaction
  • SmartNIALMeter – Smart Load Disaggregation with Smart Meter
  • NILM for load and peak load management
  • RestArt - Resilience Training Robot
  • NILM@I: Non-Intrusive Load Monitoring for industrial applications
  • BUTLER - uBiquitous, secUre inTernet-of-things with Location and contEx-awaReness

Publications and presentations

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
  • Chebbi, Abir; Kniesel, Guido; Abdennadher, Nabil & Dimarzo, Giovanna (22.04.2024). Enhancing Named Entity Recognition for Agricultural Commodity Monitoring with Large Language Models. Association for Computing Machinery New York, NY, United States, EuroMLSys '24: Proceedings of the 4th Workshop on Machine Learning and Systems, 208-213. doi: 10.1145/3642970.3655846
  • Chebbi, Abir; Kniesel, Guido; Abdennadher, Nabil; Dimarzo, Giovanna & El-Maliki, Tewfiq (2024). Towards enhancing trustworthy data accessibility in the crop commodity sector with LLMs. 2024 11th IEEE Swiss Conference on Data Science (SDS), 262-266. doi: 10.1109/SDS60720.2024.00048

Publications and presentations - Article, review; not peer reviewed

  • Kniesel, Guido (2024). Dieser Sprachassistent sorgt sich um Ihre Privatsphäre. asut-Bulletin - Schweizerischer Verband der Telekommunikation, Ausgabe 2/2024,
  • Kniesel, Guido (01.11.2023). Der verschwiegene Sprachassistent - Offline-Spracherkennung Fachartikel Gebäudeautomation, ICT. Bulletin Electrosuisse (bulletin.ch), 7 / 2023, 14-17.

Publications and presentations - Report/working paper

  • Kniesel, Guido; Melillo, Andreas; Meyer, Manuel; Schütz, Philipp & Hendry, Reto (2024). GIASES: Ganzheitlich Integrierendes Adaptives Smart Energy System zur Glättung von Lastspitzen (Bericht). Bundesamt für Energie BFE - Sektion Energieforschung und Cleantech, Bern.
  • Kniesel, Guido (2020). SmartNIALMeter: Lastaufschlüsselung mit Smartmeter (Bericht). Bundesamt für Energie BFE - Sektion Energieforschung und Cleantech, Bern.

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

  • Chebbi, Abir & Kniesel, Guido (30.05.2024). Towards Enhancing Trustworthy Data Accessibility in the Crop Commodity Sector With LLMs. 11th IEEE Swiss Conference on Data Science, The Circle Convention Centre Airport Zurich.
  • Kniesel, Guido (11.04.2024). BODYGUARD - lokales, sensor-getriggertes Smart-Home Sprachsteuerungssystem. asut IoT-Konferenz: Exploring the Future of IoT – Trends and Opportunities, Kursaal Bern.
  • Kniesel, Guido (11.05.2023). NILM in practice: GIASES pilot project. Workshop: NILM for demand response – solutions for the energy crisis, Co-hosted by IEEE PES UK&I (online).
  • Janoschka, Anja; Kälin, Remo; Kniesel, Guido & Dahinden, Larissa (16.02.2022). Fehlende Relevanz blockiert Massnahmen zur Steigerung der Energieeffizienz im B2B. EnInnov 2022 - Symposium für Energieinnovation, Graz (online).
  • Kniesel, Guido (23.06.2020). Building a local voice assistant with open source tools. 5th SwissText & 16th KONVENSJoint Conference 2020, online.