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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Kubilay Ayturan

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Open access Oct 2026

Time-Series Anomaly Detection in Off-Grid Solar-Powered Security Systems Using Deep Learning Approaches

Reliable operation of off-grid solar-powered security systems is essential for maintaining uninterrupted surveillance and monitoring in remote locations. This study proposes a fully unsupervised deep learning framework for detecting energy-related anomalies in multivariate solar-system time-series data before they affe...

Birol Şen, Fırat Hardalaç, Kubilay Ayturan · 0 citations

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