HBO Kennisbank

2 Resultaten

Sorteer op:

Zocht je misschien: poster, peter?

Model-predictive space heating control for energy flexibility – a case study using a long short-term memory neural network surrogate model and a genetic optimization algorithm

de Vries, Samuel B.; Laan, Corine M. (Faculteit Techniek (Ft)); Bons, Pieter C. (Faculteit Techniek (Ft)); Heller, Renée M. B. (Lectoraat Energie En Innovatie)

This paper presents a case study where a model predictive control (MPC) logic is developed for energy flexible operation of a space heating system in an educational building. A Long Short-Term Memory Neural Network (LSTM) surrogate model is trained on the output of an EnergyPlus building simulation model. …

2024-07-03AlgemeenArtikel

Impact of smart charging for consumers in a real world pilot

Bons, Pieter C.; Buatois, Aymeric; Ligthart, Guido; Geerts, Frank; Piersma, Nanda; van den Hoed, Robert

A smart charging profile was implemented on 39 public charging stations in Amsterdam on which the current level available for electric vehicle (EV) charging was limited during peak hours on the electricity grid (07:00-08:30 and 17:00-20:00) and was increased during the rest of the day. The impact of …

2020-03-06AlgemeenArtikel

Vorige Volgende

Model-predictive space heating control for energy flexibility – a case study using a long short-term memory neural network surrogate model and a genetic optimization algorithm

Impact of smart charging for consumers in a real world pilot

Over HBO Kennisbank