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V. Havryliuk

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Conference Sep 2026

Application of CNN-LSTM to Detect Excessive Signal Distortions in Cab Signaling System

The operational integrity of Automatic Locomotive Signaling systems is paramount for railway safety. However, signal distortions occurring within the rails—primarily due to electromagnetic interference and return traction currents—often evade traditional monitoring, which relies heavily on subjective visual assessment....

V. Havryliuk · 0 citations

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