Artificial Bee Colony Algorithm for Economic Load Dispatch Problem with Non-smooth Cost Functions

Hemamalini, S.; Simon, Sishaj P.

doi:10.1080/15325000903489710

Cited by 165 publications

(68 citation statements)

References 24 publications

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“…One of them is the ABC algorithm proposed by Derviş Karaboga [24]. Because this is an effective algorithm for determining the global minima of this kind of problems, it could be applied successfully to the power system problems [25][26][27][28][29]. In the current study the ABC algorithm is used for the solution of the ORPF problem of two-terminal HVDC systems for the first time.…”

Section: Introductionmentioning

confidence: 99%

Artificial bee colony algorithm based optimal reactive power flow of two-terminal HVDC systems

Kılıç¹,

Ayan²

2016

Turk J Elec Eng & Comp Sci

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This paper presents a solution technique for the optimal reactive power flow (ORPF) of alternating currentdirect current (AC-DC) power systems using the artificial bee colony (ABC) algorithm. A high voltage direct current (HVDC) transmission link is one of the most important network components in AC-DC power systems. In recent years there has been an increasing number of studies related to power systems with HVDC transmission links. One of them is the reactive power flow (RPF) optimization. The aim of ORPF in alternating current (AC) or AC-DC power systems is to minimize transmission line power loss under equality and inequality constraints. The relationships related to the HVDC link are incorporated into AC power system equations considering its power transfer characteristics. This paper contributes to the solution of the problem by using the ABC algorithm for the first time. The proposed method is examined on three test systems and its effectiveness in these kinds of applications is shown by the comparative results.

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Section: Introductionmentioning

confidence: 99%

Artificial bee colony algorithm based optimal reactive power flow of two-terminal HVDC systems

Kılıç¹,

Ayan²

2016

Turk J Elec Eng & Comp Sci

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“…The unintentional islanding mode of operation is not desirable because of a number of reasons as it is stipulated by the IEEE standard 1547-2003 [5]. These include and not limited to the following; it poses a threat to the line workers' safety, the islanded system may not be properly grounded resulting in high voltage in the other phases when an earth fault occurs, and most importantly, the distributed generators may not be able to maintain the voltage and frequency within desired limits in the distribution system when it is islanded [2].…”

Section: Introductionmentioning

confidence: 99%

Power Optimization and Prioritization in an Island Supplied by a Rotating Machine Based Distributed Generator Using Artificial Bee Colony Algorithm

Mogaka

Murage²,

Saulo

2016

IJEPE

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Abstract:Currently the greatest threat to the power systems reliability and security is the cascading of electric system failures thus causing power blackouts. For quite some time now, the world has been encountering many power blackouts as a result of these cascading failures. The cascading power failure instances pose great risks towards the integrity of power system network. This may finally lead to the splitting of the power system into various small unintentional islands. Hence, intentional or controlled islanding is then utilized as a preventive measure to mitigate the losses caused by unintentional islanding of the power system. Thus, by doing this, the entire power system is split into controlled island regions for the purposes of easy handling and control. In such situation, each islanded region should have sufficient generation to supply its connected loads in order to remain operative and stable. It should also be pointed out that intentional islanding is very important as it can prevent the entire power system from collapsing. The distributed generators supplying the loads in these islands may not be able to maintain the voltage and frequency within desired limits in the distribution system when it is islanded within the micro grid. There may be a power deficit within the island. This eventually leads to shedding of some loads within the island for the sake of stability of the system. Hence the main challenge here is to determine the appropriate and reliable method to optimize the power supply and the load demand in the island and thus maintain the voltage and frequency within the desired limit. In this study we focused on the determination of the minimum load amount for shedding within the islanded region and the prioritization of the buses for shedding so that electricity supply to customers could be maximized using ABC algorithm. From the results obtained, the ABC algorithm can be successfully applied for solving the optimization and prioritization problems within the island being supplied by a DG. The ABC algorithm has several merits over other algorithms which makes it suitable in this application. These advantages include; it is easily implemented, flexible, has few control parameters, easily hybridized with other optimization algorithms and can be modified very easily to suit any application. This system was simulated in MATLAB and SIMULINK using IEEE fourteen bus systems.

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“…Different Evolution [8], Particle Swarm Optimization [9], Genetic Algorithm [10], Artificial Bee Colony [11], Harmony Search [12], Bacterial Foraging Optimization [13], Firefly Algorithm [14], Ant Colony Optimization [15] etc. are some of these techniques.…”

Section: Introductionmentioning

confidence: 99%

Analysis of Economic Load Dispatch with a lot of Constraints Using Vortex Search Algorithm

Saka¹,

Eke²,

Tezcan³

et al. 2017

Adv. sci. technol. eng. syst. j.

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Artificial Bee Colony Algorithm for Economic Load Dispatch Problem with Non-smooth Cost Functions

Cited by 165 publications

References 24 publications

Artificial bee colony algorithm based optimal reactive power flow of two-terminal HVDC systems

Artificial bee colony algorithm based optimal reactive power flow of two-terminal HVDC systems

Power Optimization and Prioritization in an Island Supplied by a Rotating Machine Based Distributed Generator Using Artificial Bee Colony Algorithm

Analysis of Economic Load Dispatch with a lot of Constraints Using Vortex Search Algorithm

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