Smart Metro Station Systems

1. Introduction

Part I Human and smart metro station systems 2. Metro traffic flow monitoring and passenger guidance 3. Individual behavior analysis and trajectory prediction 4. Clustering and anomaly detection of crowd hotspot regions

Part II Environment and smart metro station systems 5. Monitoring and deterministic prediction of station humidity 6. Monitoring and probabilistic prediction of station temperature 7. Monitoring and spatial prediction of multi-dimensional air pollutants

Part III Energy and smart metro station systems 8. Time series feature extraction and analysis of metro load 9. Characteristic and correlation analysis of metro load 10. Metro load prediction and intelligent ventilation control

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• Engenharia Ferroviária , tecnologia e negócios
• Tecnologia dos sistemas de transportes inteligentes e automatizados

Metro; metro system; data science; engineering; civil engineering; traffic flow; prediction; behavior analysis; individual behavior analysis; anomaly detection; crowd hotspot; GPS; K-means; DBSCAN; Markov chain; monitoring; deterministic prediction; humidity; probabilistic prediction; spatial prediction; air pollutants; load; energy; metro load; ANFIS; SARIMA; long-term prediction; short-term prediction; smart cities; infrastructure