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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Main Authors: Mohammad Rayati, Sanaz Amirzadeh Goghari, Zahra Nasiri Gheidari, Ali Mohammad Ranjbar
Format: Article
Language:English
Published: Wiley 2018-08-01
Series:IET Smart Grid
Subjects:
OPF
LMP
DSM
Online Access:https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0041
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spelling 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
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AT zahranasirigheidari robustanddynamictransactiveenergysystemusingtsypkinpolyaktheorem
AT alimohammadranjbar robustanddynamictransactiveenergysystemusingtsypkinpolyaktheorem
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