Robust and dynamic transactive energy system using Tsypkin–Polyak theorem
In this study, a robust and dynamic transactive energy system in smart grid (SG) environment is proposed based on the Tsypkin–Polyak theorem. A key factor of the proposed system is to consider the uncertainties in electrical grid parameters. Moreover, oligopolistic behaviours of agents, i.e. demands...
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doaj-baed0257b8654ba190b4d5d85689503c2021-04-02T13:02:24ZengWileyIET Smart Grid2515-29472018-08-0110.1049/iet-stg.2018.0041IET-STG.2018.0041Robust and dynamic transactive energy system using Tsypkin–Polyak theoremMohammad Rayati0Sanaz Amirzadeh Goghari1Zahra Nasiri Gheidari2Ali Mohammad Ranjbar3Center of Excellence in Power System Management & Control, Sharif University of TechnologyCenter of Excellence in Power System Management & Control, Sharif University of TechnologyCenter of Excellence in Power System Management & Control, Sharif University of TechnologyCenter of Excellence in Power System Management & Control, Sharif University of TechnologyIn this study, a robust and dynamic transactive energy system in smart grid (SG) environment is proposed based on the Tsypkin–Polyak theorem. A key factor of the proposed system is to consider the uncertainties in electrical grid parameters. Moreover, oligopolistic behaviours of agents, i.e. demands and generating units, are considered in the modelling. It is proved that selfish agents offer their true cost parameters in the proposed transactive energy system. Therefore, optimal power flow (OPF) of the electrical grid is obtained in the proposed transactive energy system. In addition, real-time locational marginal prices (LMPs) are also presented for demand-side management (DSM). Hence, all levels of demands side can interact and communicate with generation side through real-time LMPs. This characteristic is known as interoperability of transactive energy systems. However, in addition to all benefits of the proposed system, it has adverse impacts on the stability of the electrical grid. Here, to solve this challenge, a hierarchical and robust control system is proposed by using the Tsypkin–Polyak theorem to control stability and OPF simultaneously. Finally, the effectiveness of the proposed system is validated by implementing it on a test electrical grid.https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0041pricingpower marketsload flowrobust controlsmart power gridsdemand side managementgenerating unitsTsypkin–Polyak theoremtest electrical griddynamic transactive energy systemrobust energy systemsmart grid environmentelectrical grid parametersdemand-side managementSG environmentoligopolistic behaviourstransactive energy systemoptimal power flowOPFreal-time locational marginal priceselectrical grid stabilityLMPDSMinteroperabilityrobust control systemhierarchical control system |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mohammad Rayati Sanaz Amirzadeh Goghari Zahra Nasiri Gheidari Ali Mohammad Ranjbar |
spellingShingle |
Mohammad Rayati Sanaz Amirzadeh Goghari Zahra Nasiri Gheidari Ali Mohammad Ranjbar Robust and dynamic transactive energy system using Tsypkin–Polyak theorem IET Smart Grid pricing power markets load flow robust control smart power grids demand side management generating units Tsypkin–Polyak theorem test electrical grid dynamic transactive energy system robust energy system smart grid environment electrical grid parameters demand-side management SG environment oligopolistic behaviours transactive energy system optimal power flow OPF real-time locational marginal prices electrical grid stability LMP DSM interoperability robust control system hierarchical control system |
author_facet |
Mohammad Rayati Sanaz Amirzadeh Goghari Zahra Nasiri Gheidari Ali Mohammad Ranjbar |
author_sort |
Mohammad Rayati |
title |
Robust and dynamic transactive energy system using Tsypkin–Polyak theorem |
title_short |
Robust and dynamic transactive energy system using Tsypkin–Polyak theorem |
title_full |
Robust and dynamic transactive energy system using Tsypkin–Polyak theorem |
title_fullStr |
Robust and dynamic transactive energy system using Tsypkin–Polyak theorem |
title_full_unstemmed |
Robust and dynamic transactive energy system using Tsypkin–Polyak theorem |
title_sort |
robust and dynamic transactive energy system using tsypkin–polyak theorem |
publisher |
Wiley |
series |
IET Smart Grid |
issn |
2515-2947 |
publishDate |
2018-08-01 |
description |
In this study, a robust and dynamic transactive energy system in smart grid (SG) environment is proposed based on the Tsypkin–Polyak theorem. A key factor of the proposed system is to consider the uncertainties in electrical grid parameters. Moreover, oligopolistic behaviours of agents, i.e. demands and generating units, are considered in the modelling. It is proved that selfish agents offer their true cost parameters in the proposed transactive energy system. Therefore, optimal power flow (OPF) of the electrical grid is obtained in the proposed transactive energy system. In addition, real-time locational marginal prices (LMPs) are also presented for demand-side management (DSM). Hence, all levels of demands side can interact and communicate with generation side through real-time LMPs. This characteristic is known as interoperability of transactive energy systems. However, in addition to all benefits of the proposed system, it has adverse impacts on the stability of the electrical grid. Here, to solve this challenge, a hierarchical and robust control system is proposed by using the Tsypkin–Polyak theorem to control stability and OPF simultaneously. Finally, the effectiveness of the proposed system is validated by implementing it on a test electrical grid. |
topic |
pricing power markets load flow robust control smart power grids demand side management generating units Tsypkin–Polyak theorem test electrical grid dynamic transactive energy system robust energy system smart grid environment electrical grid parameters demand-side management SG environment oligopolistic behaviours transactive energy system optimal power flow OPF real-time locational marginal prices electrical grid stability LMP DSM interoperability robust control system hierarchical control system |
url |
https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0041 |
work_keys_str_mv |
AT mohammadrayati robustanddynamictransactiveenergysystemusingtsypkinpolyaktheorem AT sanazamirzadehgoghari robustanddynamictransactiveenergysystemusingtsypkinpolyaktheorem AT zahranasirigheidari robustanddynamictransactiveenergysystemusingtsypkinpolyaktheorem AT alimohammadranjbar robustanddynamictransactiveenergysystemusingtsypkinpolyaktheorem |
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1721566766315864064 |