Tracking the MPP of a PV system using an advanced fuzzy logic control technique

Mahmood, Alaa S.; Teke, Mustafa; Ibrahim, Raed Khalid; Ali, Adnan Hussein; Abdulrazzaq, Ali Abdulwahhab; Kareem, Marwah M.

doi:10.1109/icaect54875.2022.9808009

Cited by 10 publications

(4 citation statements)

References 24 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The improvement of this framework is managing two principal difficulties, for example, goal and schematic hole. The aim hole happens the because of confronting troubles to communicate the normal visual substance of the query-based pursuit result of the image [17]. The troubles looked for the communicating rather muddled semantic ideas with the straightforward visual feature.…”

Section: The Proposed Solution To the Problemmentioning

confidence: 99%

Jumping particle swarm optimization algorithm framework for content-based image retrieval system

Bassel,

Jameel,

Saad

2023

Bulletin EEI

View full text Add to dashboard Cite

Content-based image retrieval (CBIR) has been studied well in the last decades in numerous research fields such as medicine, journalism, and private life. Applications of CBIR have been widely employed in medical images due to their direct impact on human life. With continues growing of digital libraries, there is a need for an efficient method to retrieve images from large datasets. In this paper, a new method was developed for CBIR based on the jumping particle swarm optimization (JPSO) algorithm. The proposed algorithm represents a developed instant of particle swarm optimization (PSO). However, JPSO the approach does not consider the velocity components to guide particle movements in the problem space. Instead of relying on inertia and velocity, intermittently random jumps (moves) occur from one solution to another within the discrete search space. To test the performance of the proposed algorithm, three types of medical image databases were used in the experiment which are the endoscopy 100, dental 100, and 50 skull image databases. The results show that the proposed algorithm could achieve high accuracy in image extraction and retrieve the accurate image category compared with other research works.

show abstract

Section: The Proposed Solution To the Problemmentioning

confidence: 99%

Jumping particle swarm optimization algorithm framework for content-based image retrieval system

Bassel,

Jameel,

Saad

2023

Bulletin EEI

View full text Add to dashboard Cite

show abstract

“…The converter considers ideal when the array voltage (Vo) is more than battery voltage (Vi), an average output voltage can be (7) [25]:…”

Section: Dc-dc Convertermentioning

confidence: 99%

MPPT implementation and simulation using developed P&O algorithm for photovoltaic system concerning efficiency

AlZubaidi¹,

Khaliq²,

Hamad³

et al. 2022

Bulletin EEI

View full text Add to dashboard Cite

The great development witnessed by investments in renewable energy has made it the focus of researchers’ attention in order to increase its efficiency. This is due to the increase in demand for electrical energy due to rapid technological growth, increase in population numbers, and high fuel prices that are used in the production of traditional electrical energy, but it suffers from a problem that is greatly affected by two factors, namely, the change in the intensity of solar irradiation and temperature, which makes its electrical characteristics non-linear, which causes a decrease in its efficiency. To address the efficiency problem, the researchers developed several techniques for tracking the MPP point and extracting the maximum energy from the solar panels under various measurement conditions. Maximum power point tracking technology (MPPT) technology is the most widely used technology in solar energy systems. In this article, MPPT technology is simulated using MATLAB/Simulink for the purposes of extracting maximum power and managing the duty cycle of a DC-DC buck converter. The performance of the photovoltaic system under various irradiance fluctuations and settings of constant temperature could well be determined using simulation results. Under standard and varied test settings, allowing the inverter to convert over 99% of the electricity provided by the solar panels.

show abstract

“…These resources are extremely plentiful and have a significant amount of potential to close the energy gap and handle the demand that is increasing at a frightening rate. The power from the sun is abundant, clean, and ideal for the use in rural areas to utilise for water pumping [1,2].…”

Section: Introductionmentioning

confidence: 99%

Enhancing Performance of Photovoltaic Pump Systems in Remote Areas Using a Sliding Mode Technique for Maximum Power Point Tracking

Mahmood

2024

PIER B

View full text Add to dashboard Cite

Photovoltaic (PV) systems represent an extremely intriguing alternative in order to provide dry and semi-arid regions in remote locations with water. In this case, a maximum power point tracking (MPPT) unit that aims to regulate the PV panel connected converter duty cycle is necessary to ensure that it operates as efficiently as possible under various operating situations. This study introduces a sliding mode technique-based MPPT control unit with the goal of enhancing photovoltaic pump (PVP) system performance. It discusses this for a number of scenarios, including the presence or absence of batteries, operation under various radiation conditions, and operation in consideration of constant speed and variable load torque. The outcomes of the MATLAB simulation demonstrated that the proposed methodology is preferable compared to the incremental conductance method for the various scenarios, and it achieves better efficiency and lower voltage ripples.

show abstract

Tracking the MPP of a PV system using an advanced fuzzy logic control technique

Cited by 10 publications

References 24 publications

Jumping particle swarm optimization algorithm framework for content-based image retrieval system

Jumping particle swarm optimization algorithm framework for content-based image retrieval system

MPPT implementation and simulation using developed P&O algorithm for photovoltaic system concerning efficiency

Enhancing Performance of Photovoltaic Pump Systems in Remote Areas Using a Sliding Mode Technique for Maximum Power Point Tracking

Contact Info

Product

Resources

About