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    Optimization model of a VPP to provide energy and reserve

    , Article Scheduling and Operation of Virtual Power Plants: Technical Challenges and Electricity Markets ; 2022 , Pages 59-109 ; 9780323852678 (ISBN); 9780323852685 (ISBN) Pourghaderi, N ; Fotuhi Firuzabad, M ; Moeini Aghtaie, M ; Kabirifar, M ; Sharif University of Technology
    Elsevier  2022
    Abstract
    Virtual power plant (VPP) aggregates the capacity of diverse distributed energy resources (DERs) dispersed around the network and creates an individual operating portfolio from the composition of DERs characteristics. VPP can schedule the DERs to provide energy and different types of reserve services in order to trade in wholesale electricity markets or provide network services. In this chapter, an optimization model of VPP to provide energy and reserve is addressed. In this regard, diverse DERs’ energy and reserve models are mentioned and optimization models of VPP to aggregate DERs in order to provide energy and reserve and make profit in wholesale markets are regarded. Furthermore, a... 

    Optimization model of a VPP to provide energy and reserve

    , Article Scheduling and Operation of Virtual Power Plants: Technical Challenges and Electricity Markets ; 2022 , Pages 163-178 ; 9780323852685 (ISBN); 9780323852678 (ISBN) Pourghaderi, N ; Fotuhi Firuzabad, M ; Moeini Aghtaie, M ; Kabirifar, M ; Sharif University of Technology
    Elsevier  2022
    Abstract
    Virtual power plant (VPP) aggregates the capacity of diverse distributed energy resources (DERs) dispersed around the network and creates an individual operating portfolio from the composition of DERs characteristics. VPP can schedule the DERs to provide energy and different types of reserve services in order to trade in wholesale electricity markets or provide network services. In this chapter, an optimization model of VPP to provide energy and reserve is addressed. In this regard, diverse DERs' energy and reserve models are mentioned and optimization models of VPP to aggregate DERs in order to provide energy and reserve and make profit in wholesale markets are regarded. Furthermore, a... 

    Managing distributed energy resources (DERS) through virtual power plant technology (VPP): a stochastic information-gap decision theory (IGDT) approach

    , Article Iranian Journal of Science and Technology - Transactions of Electrical Engineering ; Volume 44, Issue 1 , 2020 , Pages 279-291 Alahyari, A ; Ehsan, M ; Moghimi, M ; Sharif University of Technology
    Springer  2020
    Abstract
    As the number of distributed energy resources (DERs) increases, so would their influences on the power systems. Toward managing the intermittent nature of DERs, and providing market participation capability, the concept of virtual power plant (VPP) has been developed in the smart grid era. This paper proposes a novel offering strategy method for a VPP consisting of wind power generation along with storage capacity and flexible demand. In the proposed method, two different sources of uncertainty are addressed: stochastic method, applied in dealing with market price uncertainty, and information-gap decision theory (IGDT), incorporated in the offering model counting for wind power production... 

    Optimal operation strategy of virtual power plant considering EVs and ESSs

    , Article Scheduling and Operation of Virtual Power Plants: Technical Challenges and Electricity Markets ; 2022 , Pages 257-297 ; 9780323852685 (ISBN); 9780323852678 (ISBN) Kabirifar, M ; Pourghaderi, N ; Moeini Aghtaie, M ; Sharif University of Technology
    Elsevier  2022
    Abstract
    The growing utilization rate of electric vehicles (EVs) because of their advantages, like environmental pollutant reduction, may bring challenges to power systems for the reason of considerable charging load and random nature of their net load consumption. However, aggregation and coordination of EVs (especially EVs with vehicle-to-grid (V2G) capability) offer new opportunities to grid operators by providing the possibility of charging/discharging cycle control of their batteries. On the other hand, energy storage systems (ESSs) are one of the most applicable distributed energy resources (DERs) with growing penetration level in the last decades. The optimal coordination and schedule of ESSs,... 

    Developing a Market-based Framework for Exploiting Flexibility Capabilities of Distribution Network’s Resources Using the Concept of Virtual Power Plant

    , Ph.D. Dissertation Sharif University of Technology Pourghaderi, Niloofar (Author) ; Fotuhi Firuzabad, Mahmud (Supervisor) ; Moeini Aghtaie, Moein (Co-Supervisor)
    Abstract
    Increasing variability and uncertainty in modern power systems may affect the systems’ reliable operation. This means higher needs for flexibility provision in power systems to meet the net load variability and uncertainty. Distributed energy resources (DERs) dispersed in distribution networks have noticeable flexibility capabilities which can provide required flexibility of distribution network while they can help the transmission network to acquire the flexibility requirements if appropriately aggregated and coordinated. This thesis presents a market-based hierarchical framework for exploiting DERs’ flexibility provision to meet intra-hourly variability and uncertainty of net loads in... 

    Energy scheduling of a technical virtual power plant in presence of electric vehicles

    , Article 2017 25th Iranian Conference on Electrical Engineering, ICEE 2017, 2 May 2017 through 4 May 2017 ; 2017 , Pages 1193-1198 ; 9781509059638 (ISBN) Pourghaderi, N ; Fotuhi Firuzabad, M ; Kabirifar, M ; Moeini Aghtaie, M ; Sharif University of Technology
    Abstract
    In modern power systems, technical virtual power plants (TVPPs) play an important role enabling presence of distributed energy resources (DERs) in electricity markets. In this paper, strategy of using the available energy resources for a TVPP is put under investigation. A new optimization framework is presented for problem of TVPP energy scheduling by taking operational constraints of distribution network into account. In the proposed model, photovoltaic (PV) units and micro turbines along with the electric vehicles (EVs) are scheduled in such a way that the profit of TVPP owner would be maximized. The uncertainty in output generation of PV units is modeled by adopting fuzzy c-means (FCM)... 

    Commercial demand response programs in bidding of a technical virtual power plant

    , Article IEEE Transactions on Industrial Informatics ; Volume 14, Issue 11 , 2018 , Pages 5100-5111 ; 15513203 (ISSN) Pourghaderi, N ; Fotuhi Firuzabad, M ; Moeini Aghtaie, M ; Kabirifar, M ; Sharif University of Technology
    IEEE Computer Society  2018
    Abstract
    Regarding the potentials of activating commercial consumers in demand response programs, this paper proposes a new framework for energy scheduling of an active distribution network based on the concept of technical virtual power plant (TVPP), considering operational constraints of distribution network. The TVPP enables presence of commercial buildings and other distributed energy resources in day-ahead (DA) electricity market, as a price maker agent. In this regard, a bilevel optimization framework is designed to optimize the bidding strategy of TVPP in the DA market with the main goal of maximizing TVPP profit. The upper-level problem maximizes the TVPP profit, while in the lower level,... 

    A hybrid storage-wind virtual power plant (VPP) participation in the electricity markets: A self-scheduling optimization considering price, renewable generation, and electric vehicles uncertainties

    , Article Journal of Energy Storage ; Volume 25 , 2019 ; 2352152X (ISSN) Alahyari, A ; Ehsan, M ; Mousavizadeh, M ; Sharif University of Technology
    Elsevier Ltd  2019
    Abstract
    The fast growth of technologies most of which depend on natural sources of energy has resulted in a huge consumption of fossil fuels. In this regard, many solutions have been suggested to alleviate the side effects such as air pollution and global warming. Among these solutions, mobile storages like electric vehicles (EVs) and renewable generations, have grown significantly due to being more applicable. But uncoordinated operation and uncertain nature of these distributed energy resources (DERs) can bring forward new challenges and issues to the operators of power system. Thus, in many cases it is more efficient to co-operate them in a hybrid system. In this study, we address a virtual power... 

    Energy management framework for a TVPP in active distribution network with diverse DERs

    , Article 27th Iranian Conference on Electrical Engineering, ICEE 2019, 30 April 2019 through 2 May 2019 ; 2019 , Pages 714-719 ; 9781728115085 (ISBN) Pourghaderi, N ; Fotuhi Firuzabad, M ; Kabirifar, M ; Moeini Aghtaie, M ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    Technical virtual power plant (TVPP) plays an important role in modern power systems by coordinating distributed energy resources (DERs) to participate in wholesale electricity market. This paper presents a framework for TVPP's energy management in an active distribution system with diverse uncertain DERs. The TVPP participates in wholesale day-ahead (DA) market and schedules DERs in order to maximize its profit, while considers actual locations of DERs in the network and takes network operational constraints into account. Many diverse DERs including DGs, renewable energy sources (RESs), and several load sectors comprising EVs, heating, ventilation, and air conditioning (HVAC) systems and... 

    Design a Comprehensive Framework for Management of Virtual Power Plant (VPP) Energy Resources in Energy Markets

    , M.Sc. Thesis Sharif University of Technology Foroughi, Mahdi (Author) ; Moeini Aghtaie, Moein (Supervisor) ; Fotuhi Firuzabad, Mahmud (Co-Supervisor)
    Abstract
    A virtual power plant is defined as a set of independent consumers or diverse generating units, flexible loads and storage systems in a specific geographic area. The primary purpose of a virtual power plant is thus to coordinate the production and consumption of its constituent parts with a view to maximizing their performance in energy markets. The components of the virtual power plant that study in this research include microturbines as dispatchable power plants, storage units, solar cells as stochastic generating units, and demand-response. In this regard, first, the main components of the virtual power plant are identified. Then, the mathematical model of each of these components is... 

    Developing an Efficient Framework for Bidding Strategy of a Technical Virtual Power Plant Considering Network Reliability

    , M.Sc. Thesis Sharif University of Technology Pourghaderi, Niloofar (Author) ; Fotuhi Firuzabad, Mahmud (Supervisor)
    Abstract
    Virtual power plant (VPP) aggregates the capacity of many diverse distributed energy resources (DERs); it creates a single operating profile from a composite of the parameters characterizing each DER and can incorporate the impact of the network on aggregated DER output. In modern power systems, technical virtual power plants (TVPPs) play an important role enabling presence of DERs in electricity markets. This thesis addresses the optimal bidding strategy problem of a TVPP that participates in the day-ahead (DA) electricity market. TVPP schedules its energy resources in a manner that maximize its profit in DA market. Hence, the optimal schedule of its resources is achieved. In a proposed... 

    Managing VPPs to Aggregate Distributed Energy Resources in Distribution Systems

    , Ph.D. Dissertation Sharif University of Technology Alahyari, Arman (Author) ; Ehsan, Mehdi (Supervisor)
    Abstract
    The fast growth of technologies, most of which depend on natural sources of energy, has resulted in colossal fossil fuel consumption. In this regard, many solutions have been suggested to alleviate the side effects such as air pollution and global warming. Among these solutions, mobile storages like electric vehicles (EVs) and renewable generations have grown significantly due to being more applicable. The uncoordinated operation and uncertain nature of these distributed energy resources (DERs) can bring forward new challenges and issues to the power system operators. Thus, in many cases, it is more efficient to co-operate them in a hybrid system. In this thesis, we address a virtual power plant... 

    Hybrid uncertainty-based offering strategy for virtual power plants

    , Article IET Renewable Power Generation ; Volume 14, Issue 13 , 2020 , Pages 2359-2366 Alahyari, A ; Ehsan, M ; Pozo, D ; Farrokhifar, M ; Sharif University of Technology
    Institution of Engineering and Technology  2020
    Abstract
    This study proposes an optimal day-ahead (DA) electricity market offering model for a virtual power plant (VPP) formed by a mix of renewable distributed energy resources along with energy storage, such as electric vehicles. Two sources of uncertainty are considered, namely, wind power generation, modelled by an uncertainty set, and DA market price, modelled by scenarios. Opposite to classical robust optimisation approaches, the authors model maps minimal (worst-case) profits to a conservativeness parameter, while the classical robust optimisation maps conservativeness parameter to worst-case profits. In this regard, by using their optimisation framework, a VPP operator only deals with... 

    A bi-level model for optimal bidding of a multi-carrier technical virtual power plant in energy markets

    , Article International Journal of Electrical Power and Energy Systems ; Volume 125 , 2021 ; 01420615 (ISSN) Foroughi, M ; Pasban, A ; Moeini Aghtaie, M ; Fayaz Heidari, A ; Sharif University of Technology
    Elsevier Ltd  2021
    Abstract
    Distributed energy resources (DERs) play an important role in the future vision of distribution energy networks. This paper with the aim of promoting DERs role in energy markets proposes a new framework for the optimal bidding strategy of a Technical Virtual Power Plant (TVPP) in different markets. In the proposed framework, it is assumed that the TVPP energy power is distributed throughout a multi-carrier energy network (MCEN) which consists of district heat networks (DHNs) and a distributed electricity network (DEN). In the MCEN, CHP units are the linkage between DHNs and DEN. With the goal of maximizing the profit of TVPP in different local and wholesale energy markets, a bi-level... 

    Optimal Operation of a Price-Maker Virtual Power Plant in Frequency Constrained Electricity Market

    , M.Sc. Thesis Sharif University of Technology Mousavi, Mohammad (Author) ; Ranjbar, Ali Mohammad (Supervisor)
    Abstract
    In this thesis, optimal offering strategy problem of a virtual power plant (VPP) as a price-maker player in day-ahead frequency constrained electricity market is presented. The optimal offering strategy problem is modeled as a bi-level optimization problem. In the upper level, the total profit of VPP is maximized. In the lower level, the clearing conditions of frequency constrained electricity market is modeled. The proposed bi-level optimization problem is reformulated as a mathematical programming with equilibrium constraints (MPEC) problem by using Karush-Kuhn-Tucker (KKT) conditions. Then, the proposed MPEC problem, which is nonlinear and hard to solve by commercial solvers, is... 

    A Novel Methodology for Reserve and Energy Scheduling Incorporating Vpps in High Penetration of Renewable Resources

    , M.Sc. Thesis Sharif University of Technology Zarrin, Arman (Author) ; Abbaspour Tehranifard, Ali (Supervisor) ; Fotuhi Firozabad, Mahmoud (Supervisor)
    Abstract
    Considering the high penetration of renewable energy resources in modern power systems, independent system operator faces considerable uncertainty and variability in the system under supervision. In this regard, determining and providing the appropriate amount of operational reserve is critical to overcoming uncertainty and variability to have reliable system performance. In practice, power system operators prefer to use deterministic approaches to schedule operational reserve. Such approaches have benefits in simplicity and fast calculations. Nevertheless, increasing share of renewable resources causes a considerable error in these approaches. Therefore, many researchers have proposed... 

    Evaluation of demand side behaviors in cost-emission based PM scheduling under restructured environment

    , Article 24th Iranian Conference on Electrical Engineering, ICEE 2016, 10 May 2016 through 12 May 2016 ; 2016 , Pages 885-890 ; 9781467387897 (ISBN) Mollahassani Pour, M ; Rashidinejad, E ; Rashidinejad, M ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2016
    Abstract
    Security constrained Preventive Maintenance (PM) scheduling is addressed as a crucial issue especially coping with new challenges of smart grids. Under the smart grid environment, Demand Response Resources (DRRs) are considered as virtual power plants in energy policy decisions which affect the controllability of power system ranging from short-term to long-term. Here, DRRs are regarded as a virtual resource of capacity reserve acquisition. Furthermore, under new environment, multifarious objectives will be imposed to PM scheduling which can be replicated into a single objective problem via a weighted approach with consideration of arbitrary weighting coefficients. In this paper, a new... 

    Optimal operation of a virtual power plant in frequency constrained electricity market

    , Article IET Generation, Transmission and Distribution ; Volume 13, Issue 11 , 2019 , Pages 2015-2023 ; 17518687 (ISSN) Mousavi, M ; Rayati, M ; Ranjbar, A. M ; Sharif University of Technology
    Institution of Engineering and Technology  2019
    Abstract
    In this study, optimal offering strategy problem of a virtual power plant (VPP) as a price-maker player in day-ahead frequency constrained electricity market is presented. The optimal offering strategy problem is modelled as a bi-level optimisation problem. In the upper-level problem, the total profit of VPP is maximised. In the lower-level problem, the clearing conditions of frequency constrained electricity market are modelled. The proposed bi-level optimisation problem is reformulated as a mathematical programming with equilibrium constraints (MPEC) problem by using Karush-Kuhn-Tucker conditions. Then, the proposed MPEC problem, which is non-linear and hard to solve by commercial solvers,... 

    Reliability-Based optimal bidding strategy of a technical virtual power plant

    , Article IEEE Systems Journal ; Volume 16, Issue 1 , 2022 , Pages 1080-1091 ; 19328184 (ISSN) Pourghaderi, N ; Fotuhi Firuzabad, M ; Kabirifar, M ; Moeini Aghtaie, M ; Lehtonen, M ; Wang, F ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2022
    Abstract
    Technical virtual power plant (TVPP) aggregates distributed energy resources in order to trade in wholesale electricity market while taking operational constraints of network into account and offering services to distribution system operator. This article presents a new framework to incorporate the reliability of distribution network into designing the optimal bidding strategy of a TVPP in day-ahead energy market. In the proposed framework, the TVPP determines the multisteps biddings as pairs of power and price aiming at maximizing its profit in market while minimizing the outage costs due to contingency occurrences. The model is formulated as a bilevel optimization problem in which the...