In a multi-energy system, there are different types of dependencies among the energy carriers. Internal dependencies refer to possible changes in the energy source in the presence of energy converters and storage and are managed by the system operator through the control strategies applied to the equipment. External dependencies are due to the choice of the energy supply according to customer preferences, when alternative solutions are available. This paper introduces a new model of the external dependencies within a multi-generation representation based on energy hubs. The external dependencies are addressed through a stochastic model, in order to take into account the possible uncertainty in the customers’ decisions. This model is then used to introduce carrier-based demand response, in which the user participates in demand response programmes aimed at promoting the shifting among different energy sources by preserving the service provided to the end users. The results obtained from the new model in deterministic and stochastic cases indicate the appropriateness and usefulness of the proposed approach.
Stochastic Modelling of Multi-Energy Carrier Dependencies in Smart Local Networks with Distributed Energy Resources / Neyestani, Nilufar; Yazdani Damavandi, Maziar; Shafie khah, Miadreza; Chicco, Gianfranco; Catalão, João P. S.. - In: IEEE TRANSACTIONS ON SMART GRID. - ISSN 1949-3053. - STAMPA. - 6:no. 4, July 2015(2015), pp. 1748-1762. [10.1109/TSG.2015.2423552]
Stochastic Modelling of Multi-Energy Carrier Dependencies in Smart Local Networks with Distributed Energy Resources
CHICCO, GIANFRANCO;
2015
Abstract
In a multi-energy system, there are different types of dependencies among the energy carriers. Internal dependencies refer to possible changes in the energy source in the presence of energy converters and storage and are managed by the system operator through the control strategies applied to the equipment. External dependencies are due to the choice of the energy supply according to customer preferences, when alternative solutions are available. This paper introduces a new model of the external dependencies within a multi-generation representation based on energy hubs. The external dependencies are addressed through a stochastic model, in order to take into account the possible uncertainty in the customers’ decisions. This model is then used to introduce carrier-based demand response, in which the user participates in demand response programmes aimed at promoting the shifting among different energy sources by preserving the service provided to the end users. The results obtained from the new model in deterministic and stochastic cases indicate the appropriateness and usefulness of the proposed approach.File | Dimensione | Formato | |
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https://hdl.handle.net/11583/2610157
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