Symbiotic organisms search algorithm for automatic generation control of interconnected power systems including wind farms

Hasanien, Hany M.; El‐Fergany, Attia A.

doi:10.1049/iet-gtd.2016.1245

Cited by 97 publications

(94 citation statements)

References 38 publications

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“…The details of can be written as the following equations [17]: this wind turbine are given in the Appendix. Moreover, real wind speed data, which was =( , ) (5) extracted from Zafarana location during one day this research uses [16]. In that case, the rated wind speed was 16 m/s.…”

Section: Ii2 Wind Power Plantmentioning

confidence: 99%

“…In this scenario, the effectiveness and robustness of the proposed decentralized scheme are evaluated by implementing a realistic load (i.e., industrial, official and residential loads) and wind power patterns for long-term study (i.e., 24 hours). The real wind speed data extracted from Zafarana location in Egypt is used as reported in [16]. Moreover, the real wind power output from an aggregated model of the wind farm is illustrated in Fig.…”

Section: V3 Scenario 3: Realist/modern Load and Wind Power Patternsmentioning

confidence: 99%

“…Therefore, a few studies have faced the challenge of the integration of RESs into power systems by using different LFC control strategies. Hasanien et al [16] presented a symbiotic organisms search algorithm for obtaining the optimal parameters of the frequency controller in the interconnected power system including wind farms. Hasanien [17] used the whale optimization algorithm for obtaining the optimal PID controller parameters in an interconnected modern power system including renewable sources.…”

Section: Introductionmentioning

confidence: 99%

“…Hence, this research focuses on the effect of the integration of wind energy into the EPS on system frequency stability. Moreover, for achieving more realistic study, this research presents a real hybrid power system (i.e., The EPS) containing both conventional power plants and RESs (i.e., wind energy) for facing the frequency stability issue, while wind speed data are extracted from Zafarana location in Egypt [16].…”

Section: Introductionmentioning

confidence: 99%

See 3 more Smart Citations

A Novel Design of Decentralized LFC to Enhance Frequency Stability of Egypt Power System Including Wind Farms

Magdy

Shabib

Elbaset

et al. 2018

IRECON

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This paper presents a real hybrid power system in Egypt, which includes both conventional generation units and Renewable Energy Sources (RESs) for studying the Load Frequency Control (LFC) problem. The conventional generation system in the Egyptian Power System (EPS) is decomposed into three dynamic subsystems; non-reheat, reheat and hydro power plants. Moreover, real wind speed data extracted from Zafarana location in Egypt is used for achieving a realistic wind power study. Each subsystem of the EPS has its own characteristics compared to the others. Moreover, the physical constraints of the governors and turbines such as Generation Rate Constraints (GRCs) of power plants and speed governor dead band (i.e., backlash) are taken into consideration. Therefore, this paper proposes a decentralized controller for each subsystem independently, to guarantee the stability of the overall closed-loop system. Hence, an optimal PID controller-based Particle Swarm Optimization (PSO) algorithm is proposed for every subsystem separately to regulate the frequency and track the load demands of the EPS. The performance of the proposed decentralized controller of each subsystem is compared to the centralized one under different operational scenarios. The EPS is tested using the nonlinear simulation by Matlab/SIMULINK. The obtained results reveal the superior robustness of the proposed decentralized controller against different load disturbance patterns, real wind power fluctuations and EPS uncertainties. Nomenclature Pn1Nominal rated Power output for the non-reheat plant (MW pu)∆fThe frequency deviation of the EPS (Hz) Pn2Nominal rated Power output for the reheat G. Magdy et al.

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Section: Ii2 Wind Power Plantmentioning

confidence: 99%

Section: V3 Scenario 3: Realist/modern Load and Wind Power Patternsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

A Novel Design of Decentralized LFC to Enhance Frequency Stability of Egypt Power System Including Wind Farms

Magdy

Shabib

Elbaset

et al. 2018

IRECON

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“…In the recent years many researches have been made based on the performance of automatic generation control in the power system world like analysis of the power flow taking AGC into consideration in multi-area interconnected power grid [1]. In paper [2], a work has been done on an algorithm technique known as symbiotic organisms search for AGC in the interlinked power environment which includes wind farms. A recent paper [3] on AGC describes multiple unit of multiple area of deregulated power network by considering an algorithm method known as novel-quasi oppositional harmony search.…”

Section: Introductionmentioning

confidence: 99%

Frequency Regulation of Renewable Energy Integrated Deregulated Power System using Novel Optimization Scheme

Sinha¹,

Mallick²

2019

IJRTE

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The proposed work deals with the automatic generation control of a two area system under deregulated power environment. The two area system considered for analysis implements the integration of renewables into it. The system model consists of a solar thermal plant and a reheat thermal plant in area 1. The reheat thermal plant is replaced with the nuclear power plant in area 2. So the second area consists of a nuclear plant and a solar thermal plant for study. This work also deals with the application of a new controller namely the Tilted Integral Derivative controller as a secondary controller for minimizing the Area control Error (ACE) and bring it to zero. This work also proposes the implementation of a novel optimization techniqueDragonfly algorithm (DA) technique. The superiority of DA tuned TID controller was established in terms of settling time, maximum overshoot and minimum undershoot. The behaviour of the DA tuned TID controller is also tested in the new model for two different market scenarios namely the base case and the bilateral transaction. The dynamic system performance parameters are evaluated and noted. The robustness of the proposed DA tuned controller is effectively established

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Competition over resources optimized fuzzy TIDF controller for frequency stabilization of hybrid micro‐grid system

Patel

Mohanty

Hasanien

2020

Int Trans Electr Energ Syst

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Summary This paper presents a comprehensive analytical study of conventional proportional‐integral‐derivative (PID) controller and fuzzy logic controller in a hybrid micro‐grid system (HMGS) for frequency stabilization. Conventional PID and fuzzy logic controllers are tuned by the competition over resources (COR) algorithm. The performance of proposed COR based fuzzy tilt‐integral‐derivative with filter (FTIDF) method is demonstrated on an interconnected HMGS. HMGS completes with variety of energy storage systems and different renewable generation sources. The system analysis is performed under number of scenarios. The scenarios include load fluctuations, variations in wind speed, and sun irradiance. The supremacy of FTIDF controller is established by comparing the results with CRO tuned conventional PID with filter (PIDF), fuzzy PIDF and fuzzy TIDF controllers. The effectiveness of the proposed system is investigated using simulation studies, which are performed using MATLAB/SIMULINK software.

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Symbiotic organisms search algorithm for automatic generation control of interconnected power systems including wind farms

Cited by 97 publications

References 38 publications

A Novel Design of Decentralized LFC to Enhance Frequency Stability of Egypt Power System Including Wind Farms

A Novel Design of Decentralized LFC to Enhance Frequency Stability of Egypt Power System Including Wind Farms

Frequency Regulation of Renewable Energy Integrated Deregulated Power System using Novel Optimization Scheme

Competition over resources optimized fuzzy TIDF controller for frequency stabilization of hybrid micro‐grid system

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