Application of Artificial Intelligence in Power System Monitoring and Fault Diagnosis

Wang, G; Xie, Jiale; Wang, Shunli

doi:10.3390/en16145477

Cited by 3 publications

(1 citation statement)

References 10 publications

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“…Recent advancements in robotics, artificial intelligence (AI), and drone technologies have enabled the development of sophisticated systems capable of performing tasks with minimal human intervention. These technologies have been deployed in various sectors of the economy, such as healthcare [1], transportation [2], agriculture [3], construction [4], power systems [5], and manufacturing [6]. They are fast becoming a part of our daily living, and our activities are now more dependent on their functionalities.…”

Section: Introductionmentioning

confidence: 99%

Robotics, Artificial Intelligence, and Drones in Solar Photovoltaic Energy Applications—Safe Autonomy Perspective

Olayiwola,

Elsden,

Dhimish

2024

Safety

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While there is evidence of substantial improvement in efficiency and cost reduction from the integration of Robotics, Artificial Intelligence, and Drones (RAID) in solar installations; it is observed that there is limited oversight by international standards such as the International Electrotechnical Commission (IEC) in terms of the hazards and untapped potentials. This is partly because it is an emerging application and generally burdened with social acceptability issues. Thus, the safety regulations applied are adaptations of device-specific regulations as deemed fit by individual companies. Also, due to the fast-paced technological development of these platforms, there is huge potential for applications that are not currently supported by the device-specific regulations. This creates a multi-faceted demand for the establishment of standardized, industry-wide polices and guidelines on the use of RAID platforms for Solar PV integrations. This work aims to address critical safety concerns by conducting a comprehensive high-level system examination applicable to the monitoring and maintenance of Solar PV systems. Standard safety assurance models and approaches are examined to provide a safe autonomy perspective for Solar PVs. It is considered that, as RAID applications continue to evolve and become more prevalent in the Solar PV industry, standardized protocols or policies would be established to ensure safe and reliable operations.

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