A Bottom-up Modelling Approach for Household Power Profiles Using Time-series Measurements | IEEE Conference Publication | IEEE Xplore

A Bottom-up Modelling Approach for Household Power Profiles Using Time-series Measurements


Abstract:

In this paper, a bottom-up modelling approach of households equipped with appliances, photovoltaic and battery energy storage system (BESS) is proposed. In particular, to...Show More

Abstract:

In this paper, a bottom-up modelling approach of households equipped with appliances, photovoltaic and battery energy storage system (BESS) is proposed. In particular, to simulate the daily household power profiles, a high-resolution dataset of appliances is created, including ground truth data as well as laboratory measurements. The household model applies both to single- and three-phase installations and incorporates a technique to limit the irrational BESS operation under frequent power fluctuations. Indicative simulation examples demonstrate the performance of the developed model in terms of power consumption and evaluates the effectiveness of some of the model parameters.
Date of Conference: 01-04 September 2020
Date Added to IEEE Xplore: 30 September 2020
ISBN Information:
Conference Location: Turin, Italy
Dept. of Electr. & Comput. Eng., Aristotle University of Thessaloniki, Thessaloniki, Greece
Dept. of Electr. & Comput. Eng., Democritus University of Thrace, Xanthi, Greece
Dept. of Electr. & Comput. Eng., Democritus University of Thrace, Xanthi, Greece
Joint Research Centre, European Commission, Petten, The Netherlands
Joint Research Centre, European Commission, Petten, The Netherlands
NET2GRID BV, Zeist, The Netherlands
Dept. of Electr. & Comput. Eng., Aristotle University of Thessaloniki, Thessaloniki, Greece

Dept. of Electr. & Comput. Eng., Aristotle University of Thessaloniki, Thessaloniki, Greece
Dept. of Electr. & Comput. Eng., Democritus University of Thrace, Xanthi, Greece
Dept. of Electr. & Comput. Eng., Democritus University of Thrace, Xanthi, Greece
Joint Research Centre, European Commission, Petten, The Netherlands
Joint Research Centre, European Commission, Petten, The Netherlands
NET2GRID BV, Zeist, The Netherlands
Dept. of Electr. & Comput. Eng., Aristotle University of Thessaloniki, Thessaloniki, Greece

Contact IEEE to Subscribe

References

References is not available for this document.