Intelligent solar panel monitoring system and shading detection using artificial neural networks
Detecting shading in Photovoltaic panels (PV) is crucial for ensuring optimal energy generation. This paper proposes a novel monitoring system that uses Artificial Neural Network (ANN) technology to detect shading and other faults in PV panels. The system is also supervised using an Internet of Thin...
Published in: | ENERGY REPORTS |
---|---|
Main Authors: | Abdallah, Fahad Saleh M.; Abdullah, M. N.; Musirin, Ismail; Elshamy, Ahmed M. |
Format: | Article; Proceedings Paper |
Language: | English |
Published: |
ELSEVIER
2023
|
Subjects: | |
Online Access: | https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001124237300036 |
Similar Items
-
Development of PV array configuration under different partial shading condition
by: Ishak M.S.B.; Salimin R.H.; Musirin I.; Hamid Z.A.
Published: (2019) -
The impact of using a turbulator at the nanofluid flow inlet to cool a solar panel in the presence of phase change materials using artificial intelligence
by: Hai T.; Awad O.I.; Li S.; Zain J.M.; Bash A.A.H.K.
Published: (2023) -
Urban Farming Growth Monitoring System Using Artificial Neural Network (ANN) and Internet of Things (IOT)
by: Abdul Kader M.M.M.; Mansor M.N.; Mustafa W.A.; Razali Z.B.; Gunny A.A.N.; Setumin S.; Osman M.K.; Idris M.; Akbar M.F.; Kunasakaran P.; Zainol M.Z.; Mizam N.S.S.
Published: (2025) -
Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
by: Amer H.N.; Dahlan N.Y.; Azmi A.M.; Latip M.F.A.; Onn M.S.; Tumian A.
Published: (2023) -
Optimal population size of particle swarm optimization for photovoltaic systems under partial shading condition
by: Hashim N.; Ismail N.F.N.; Johari D.; Musirin I.; Rahman A.A.
Published: (2022)