Melillo Andreas HSLU T&A

Andreas Melillo Andreas Melillo

Senior Research Associate

Melillo Andreas HSLU T&A

Lucerne School of Engineering and Architecture

Room E300/E311
Technikumstrasse 21
6048 Horw


Institute of Mechanical Engineering and Energy Technology IME

CC Thermal Energy Storage

Senior Research Associate

+41 41 349 35 91

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Biography

Andreas Melillo studierte an der Universität Bern und erlangte 2016 den M.Sc. in Physics mit Vertiefungsrichtung in theoretischer Physik. Seit Ende 2016 arbeitet er an der Hochschule Luzern, seit 2021 als Senior Wissenschaftlicher Mitarbeiter im CC-TES. Seine Haupttätigkeit liegt in der Durchführung von Forschungsprojekten in den Gebieten Data Science, Simulation und Modellierung. 

Professional competencies
  • Simulation and modelling
  • Data Science
  • Algorithm development

Projects

Research projects

  • SWEET DeCarbCH TES
  • Enabling Decentralized renewable GEneration in the Swiss cities, midlands, and the Alps
  • Smart Decentralized DHW
  • Coffee roasting intelligence
  • Ministor
  • GIASES - Ganzheitlich Integrierendes Adaptives Smart Energy System zur Glättung von Lastspitzen
  • GIASES - Ganzheitlich Integrierendes Adaptives Smart Energy System zur Glättung von Lastspitzen
  • GIASES – Holistic Integrating Adaptive Smart Energy System
  • Coffee Beans Image Processing
  • Energy efficiency estimation tools
  • Erhebung von Gebäudeenergiesystemdaten
  • Anwendungen und Mehrwert des Gebäudepasses für Bund, Stadtwerke, Eignergemeinden und Dritte
  • Heat4Cool
  • NILM for load and peak load management
  • Zeitreihenanalyse für Verbrauchsdaten

Publications and presentations

Publications and presentations - Article, review; peer reviewed

  • Melillo, Andreas; Linder, Esther; Meyer, Manuel; Schilt, Ueli & Schütz, Philipp (03.12.2023). Comparison of electrical load forecast methods validated on the hourly consumption profiles of 10 heat pumps located in Switzerland. IOP's Journal of Physics: Conference Series Vol. 2600, doi: 10.1088/1742-6596/2600/2/022020
  • Linder, Esther; Meyer, Manuel; Schneeberger, Sarah; Melillo, Andreas; Roos, Philipp; Schütz, Philipp & Schilt, Ueli (01.11.2023). Modelling of multi-energy systems of residential buildings with Calliope and validation of results. IOP's Journal of Physics: Conference Series Vol. 2600, 2023, doi: 10.1088/1742-6596/2600/3/032005
  • Köker Gökgöl, Ezgi; Linder, Esther; Melillo, Andreas; Meyer, Manuel; Schütz, Philipp; Schilt, Ueli & Schneeberger, Sarah (2023). Tool for evaluation of energy system options for municipalities [Besprechung des Buchs M Meyer et al 2023 J. Phys.: Conf. Ser. 2600 022010]. IOP's Journal of Physics: Conference Series, (2600),
  • Gwerder, Markus; Marek, Reto; Melillo, Andreas & Husmann, Maria (2022). Data Integrity Checks for Building Automation and Control Systems. Clima 2022 REHVA 14th HVAC World Congress,
  • Melillo, Andreas; Durrer, Roman; Worlitschek, Jörg & Schütz, Philipp (2020). First results of remote building characterisation based on smart meter measurement data. Engergy, 200, 1-7. doi: 10.1016/j.energy.2020.117525
  • Schütz, Philipp; Melillo, Andreas; Businger, Felix; Durrer, Roman; Frehner, Stefan; Gwerder, Damian & Worlitschek, Jörg (2020). Automated Modelling of Residential Buildings and Heating Systems based on Smart Grid Monitoring Data. Energy and Buildings, 229, 1-9. doi: 10.1016/j.enbuild.2020.110453

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

  • Melillo, Andreas; Linder, Esther; Barahona Garzon, Braulio & Schütz, Philipp (08.09.2021). Statistical analysis of 200 digital twins for thermal load of Swiss buildings created from smart grid monitoring data. CISBAT, Lausanne.