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HARMONISE Scientific Publications

Browse the scientific publications related to the HARMONISE project.

Smart Building Recommendations with LLMs: A Semantic Comparison Approach

Authors: Ioannis Papaioannou, Christos Korkas, Elias Kosmatopoulos

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MAS-DR: An ML-Based Aggregation and Segmentation Framework for Residential Users

Authors: Petros Tzallas, Alexios Papaioannou, Asimina Dimara, Napoleon Bezas, Ioannis Moschos, Christos-Nikolaos Anagnostopoulos, Stelios Krinidis, Dimosthenis Ioannidis, Dimitrios Tzovaras

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EnergiQ: A Prescriptive LLM-Driven Platform for Appliance Energy Pattern Analysis

Authors: Christoforos Papaioannou, Ioannis Tzitzios, Alexios Papaioannou, Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Stelios Krinidis

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Simulation of Malfunctions in Home Appliances’ Power Consumption

Authors: Alexios Papaioannou, Asimina Dimara, Christoforos Papaioannou, Ioannis Papaioannou, Stelios Krinidis, Christos-Nikolaos Anagnostopoulos, Christos Korkas, Elias Kosmatopoulos, Dimosthenis Ioannidis, Dimitrios Tzovaras

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Hierarchical Reinforcement Learning for Optimal EV Charging

Authors: Dimitrios G. Vamvakas, Christos D. Korkas, Christos D. Tsaknakis, Elias B. Kosmatopoulos

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Online and Adaptive PID Tuning with Bayesian Optimization

Authors: Christos D. Tsaknakis, Christos D. Korkas, Dimitrios G. Vamvakas, Yiannis Boutalis, Elias B. Kosmatopoulos

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Schedule-Aware HVAC Temperature Control for Buildings Using a Thermostat-Compatible PID Framework. Energy and Buildings

Authors: Tsaknakis, C. D., Korkas, C. D., Kosmatopoulos, E., & Boutalis, Y.

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Optimizing Energy for Smart, Green Cities

Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or CINEA. Neither the European Union nor the granting authority can be held responsible for them.

This project has been partially funded by the European Union’s Horizon Europe research and innovation programme under the grant agreement No. 101138595 and by the Descriere imagine Swiss Government.

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