Monitoring and Optimizing Solar Power Generation of Flat-Fixed and Auto-Tracking Solar Panels with IoT System

Husin, Ku Azmie Ku; Adenam, Norfatihah Mohd; Yunin, Muhamad Yuzaini Azrai Mat; Wong, Khairul Nizar Syazwan Wan Salihin; Hashim, Siti Zaiton Mohd; Adli, Hasyiya Karimah

doi:10.1088/1757-899x/1062/1/012011

Cited by 6 publications

(3 citation statements)

References 14 publications

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“…In Ref. 10 , a comparison between two TAs is implemented in Kelantan, Malaysia. The first TA is 40° and the other panel is horizontal.…”

Section: Introductionmentioning

confidence: 99%

Maximizing solar radiations of PV panels using artificial gorilla troops reinforced by experimental investigations

Abdelaal,

Alhamahmy,

Attia

et al. 2024

Sci Rep

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This article's main objective is to maximize solar radiations (SRs) through the use of the gorilla troop algorithm (GTA) for identifying the optimal tilt angle (OTA) for photovoltaic (PV) panels. This is done in conjunction with an experimental work that consists of three 100 W PV panels tilted at three different tilt angles (TAs). The 28°, 30°, and 50° are the three TAs. The experimental data are collected every day for 181-day and revealed that the TA of 28° is superior to those of 50° and 30°. The GTA calculated the OTA to be 28.445°, which agrees with the experimental results, which show a TA of 28°. The SR of the 28o TA is 59.3% greater than that of the 50° TA and 4.5% higher than that of the 30° TA. Recent methods are used to compare the GTA with the other nine metaheuristics (MHTs)—the genetic algorithm, particle swarm, harmony search, ant colony, cuckoo search, bee colony, fire fly, grey wolf, and coronavirus disease optimizers—in order to figure out the optimal OTA. The OTA is calculated by the majority of the nine MHTs to be 28.445°, which is the same as the GTA and confirms the experimental effort. In only 181-day, the by experimentation it may be documented SR difference between the TAs of 28° and 50° TA is 159.3%. Numerous performance metrics are used to demonstrate the GTA's viability, and it is contrasted with other recent optimizers that are in competition.

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“…In Ref. 10 , a comparison between two TAs is implemented in Kelantan, Malaysia. The first TA is 40° and the other panel is horizontal.…”

Section: Introductionmentioning

confidence: 99%

Maximizing solar radiations of PV panels using artificial gorilla troops reinforced by experimental investigations

Abdelaal,

Alhamahmy,

Attia

et al. 2024

Sci Rep

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“…All these objects are connected via internet protocol (IP) [ 11 , 12 ]. In industrial IoT applications, AI functions as the technology enabler for hundreds of devices and a wide range of applications, including environmental monitoring, agriculture [ 13 , 14 ], smart grids [ 15 ], cities [ 16 ], buildings [ 17 ], homes [ 18 ], transportation [ 19 ], and healthcare [ 20 ].…”

Section: Introductionmentioning

confidence: 99%

Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review

Adli

Remli

Wong

et al. 2023

Sensors

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As the most popular technologies of the 21st century, artificial intelligence (AI) and the internet of things (IoT) are the most effective paradigms that have played a vital role in transforming the agricultural industry during the pandemic. The convergence of AI and IoT has sparked a recent wave of interest in artificial intelligence of things (AIoT). An IoT system provides data flow to AI techniques for data integration and interpretation as well as for the performance of automatic image analysis and data prediction. The adoption of AIoT technology significantly transforms the traditional agriculture scenario by addressing numerous challenges, including pest management and post-harvest management issues. Although AIoT is an essential driving force for smart agriculture, there are still some barriers that must be overcome. In this paper, a systematic literature review of AIoT is presented to highlight the current progress, its applications, and its advantages. The AIoT concept, from smart devices in IoT systems to the adoption of AI techniques, is discussed. The increasing trend in article publication regarding to AIoT topics is presented based on a database search process. Lastly, the challenges to the adoption of AIoT technology in modern agriculture are also discussed.

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“…Xu a and Longin [9] investigated the OTA for areas with high elevation in Batang County, Sichuan, and China that has latitude 30.0054° N. They used a TA of 40 o for best performance. In [10], a comparison between two TAs is implemented in Kelantan, Malaysia. The rst TA is 40 o and the other panel is horizontal.…”

Section: Introductionmentioning

confidence: 99%

Maximizing solar radiations of PV panels using artificial gorilla troops reinforced by experimental investigations

Abdelaal,

Alhamahmy,

Attia

et al. 2023

Preprint

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The aim of this work is to maximize the solar radiations (SRs) by computing the optimal tilt angle (OTA) of photovoltaic (PV) panels by using gorilla troop algorithm (GTA) along with an experimental work that consists of three PV panels rated 100 W inclined at three different tilt angles (TAs). The three TAs are 28o, 30o, and 50o. These TAs are selected based on experience and after huge simulations and physical trials. The experimental data are recorded daily for a period of 181 days and the data showed that the TA of 28o is better than that at 50o and 30. The GTA computed the OTA as 28.445o which is in agree with that obtained from the experimental investigations that has a TA of 28o. The SR of the 28o TA is higher than that of the 50o TA by 59.3% and better than the TA of 30o by 4.5%. For the sake of comparison with the GTA with other 8 metaheuristic (MHTs) recent techniques are used to find the best OTA. Most of the 8 MHTs computed the OTA as 28.445o which is the same as computed from the GTA and matches that obtained from the experimental work has a value of 28o. The experimental recorded SR difference between the 28o TA and the 50o TA was 159.3% in only 181 days which signifies the importance of having correct TA for the PV tracker.

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Monitoring and Optimizing Solar Power Generation of Flat-Fixed and Auto-Tracking Solar Panels with IoT System

Cited by 6 publications

References 14 publications

Maximizing solar radiations of PV panels using artificial gorilla troops reinforced by experimental investigations

Maximizing solar radiations of PV panels using artificial gorilla troops reinforced by experimental investigations

Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review

Maximizing solar radiations of PV panels using artificial gorilla troops reinforced by experimental investigations

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