Solar tracking systems using IoTs are being implemented in efforts to enhance solar photovoltaic efficiency, but are susceptible to unsecure communications, data modification and low flexibility to changing environmental scenarios. Current solutions usually focus on either control optimization or communication security...
Udit Mamodiya, I. Kishor, P. Vidyullatha et al.· International Journal of Dat...· 0 citations
The rise of Internet of Things (IoT) technologies in smart solar energy systems has presented a serious cybersecurity issue, especially with the close interdependence between cyber infrastructure and physical functions. Traditional intrusion detection systems (IDS) are mainly based on the network level of abnormalities...
Udit Mamodiya, I. Kishor, Hastimal Jangid et al.· International Journal of Dat...· 0 citations
An uncertainty-aware transformer framework is proposed which is explainable when forecasting the short-term PV power under dynamically changing environmental conditions and then explains the renewable energy forecasting system in the entire system for photovoltaic uncertainty-aware and interpretable prediction.
Udit Mamodiya, I. Kishor, P. Mudholkar et al.· International Journal of Dat...· 0 citations
This study suggests a framework for cybersecurity auditing of smart grid infrastructure, which is based on the concept of risk and the use of Explainable Artificial Intelligence (XAI) to produce transparent, prioritized and audit-ready security evidence. The information from public smart grid cybersecurity events was m...
Udit Mamodiya, I. Kishor, Hastimal Jangid et al.· Journal of Cyber Security an...· 0 citations
A hybrid deep learning-based model that combines convolutional neural networks and long short-term memory with explainable artificial intelligence to detect and classify faults accurately and interpretably to intelligent fault management in a contemporary smart grid is suggested.
Udit Mamodiya, Divyanshu Sinha, I. Kishor et al.· Scientific Reports· 0 citations
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