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2017
DOI: 10.3390/en10050643
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Optimal Control Based on Maximum Power Point Tracking (MPPT) of an Autonomous Hybrid Photovoltaic/Storage System in Micro Grid Applications

Abstract: This paper investigates how to increase the efficiency of a photovoltaic/energy storage generation unit supplying dynamic loads by regulating and managing both the photovoltaic generator and the storage battery charge-discharge modes. The proposed photovoltaic/energy storage unit is proposed to supply an induction motor driven industrial pump with controlled speed and/or a DC motor driven water pump. An optimal proportional-integral-derivative control based on an Artificial Bee Colony Optimization algorithm is… Show more

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Cited by 25 publications
(10 citation statements)
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“…The supply of unstable power can result in an excessive charging voltage or an insufficient charging current, and can also lead to battery over-discharge when there is continuously no power supply to the battery because of long-term insufficient sunlight [6]. Therefore, this study employed an enhanced four-stage charging method, in which a maximum power point tracking (MPPT) [14,15] was combined with the conventional stage charging method with the addition of a pre-charging stage [13,[16][17][18].…”
Section: Charge and Discharge Control Strategymentioning
confidence: 99%
“…The supply of unstable power can result in an excessive charging voltage or an insufficient charging current, and can also lead to battery over-discharge when there is continuously no power supply to the battery because of long-term insufficient sunlight [6]. Therefore, this study employed an enhanced four-stage charging method, in which a maximum power point tracking (MPPT) [14,15] was combined with the conventional stage charging method with the addition of a pre-charging stage [13,[16][17][18].…”
Section: Charge and Discharge Control Strategymentioning
confidence: 99%
“…Any micro grid needs some renewable sources and/or storage energy units [8][9][10]. Hydromatrix power generation is one of renewable energy sources.…”
Section: Introductionmentioning
confidence: 99%
“…Also, algorithms based on artificial intelligence techniques such as fuzzy logic [13][14][15][16][17][18][19] and neural networks [20][21][22] have been used, as well as the implementation of optimization algorithms such as glowworm swarm [23], ant colony [24,25] and bee colony [26][27][28]. These algorithms are part of soft computing techniques and have the advantage of being easily implemented using embedded systems.…”
Section: Introductionmentioning
confidence: 99%