[HTML][HTML] A review of monitoring technologies for solar PV systems using data processing modules and transmission protocols: Progress, challenges and prospects

S Ansari, A Ayob, MSH Lipu, MHM Saad, A Hussain - Sustainability, 2021 - mdpi.com
Solar photovoltaic (PV) is one of the prominent sustainable energy sources which shares a
greater percentage of the energy generated from renewable resources. As the need for solar …

PV system predictive maintenance: Challenges, current approaches, and opportunities

LB Bosman, WD Leon-Salas, W Hutzel, EA Soto - Energies, 2020 - mdpi.com
Within the United States solar energy industry, there is a general motto of “set it and forget it”
with solar energy. This notion is derived from much of the research and reliability studies …

[HTML][HTML] Solar panels dirt monitoring and cleaning for performance improvement: a systematic review on smart systems

BO Olorunfemi, OA Ogbolumani, N Nwulu - Sustainability, 2022 - mdpi.com
The advancement in technology to manage energy generation using solar panels has
proved vital for increased reliability and reduced cost. Solar panels emit no pollution while …

IoT application for real-time monitoring of solar home systems based on Arduino™ with 3G connectivity

A López-Vargas, M Fuentes, M Vivar - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
A novel datalogger based on free software and hardware has been designed, built,
programmed, and installed as an experimental prototype in multiple sites. Remote …

Systematic review of the data acquisition and monitoring systems of photovoltaic panels and arrays

MŞ Kalay, B Kılıç, Ş Sağlam - Solar Energy, 2022 - Elsevier
Solar energy has increased in its share of global electrical energy production. The
increasing reliability of solar energy has positively affected the sustainability of photovoltaic …

[HTML][HTML] Development of a multi-output feed-forward neural network for fault detection in Photovoltaic Systems

S Voutsinas, D Karolidis, I Voyiatzis, M Samarakou - Energy Reports, 2022 - Elsevier
The main role of a fault detection and identification technique is to interpret what is​ causing
a PVS's real-time energy production to drop. To keep photovoltaic (PV) systems performing …

[HTML][HTML] IoT-based wireless data acquisition and control system for photovoltaic module performance analysis

MAA Radia, MK El Nimr, AS Atlam - e-Prime-Advances in Electrical …, 2023 - Elsevier
The development of photovoltaic (PV) technology has led to an increasing demand for
efficient and reliable monitoring systems that can ensure the optimal performance of PV …

An alternative internet-of-things solution based on LOra for PV power plants: Data monitoring and management

JM Paredes-Parra, AJ García-Sánchez, A Mateo-Aroca… - Energies, 2019 - mdpi.com
This paper proposes a wireless low-cost solution based on long-range (LoRa) technology
able to communicate with remote PV power plants, covering long distances with minimum …

Integration of Environmental Sensors with BIM: case studies using Arduino, Dynamo, and the Revit API

KM Kensek - 2014 - digital.csic.es
This paper investigates the feasibility of connecting environmental sensors such as light,
humidity, or CO2 receptors to a building information model (BIM). A base case was created …

Predictive maintenance of photovoltaic panels via deep learning

T Huuhtanen, A Jung - 2018 ieee data science workshop (dsw), 2018 - ieeexplore.ieee.org
We apply convolutional neural networks (CNN) for monitoring the operation of photovoltaic
panels. In particular, we predict the daily electrical power curve of a photovoltaic panel …