Infrastructure Maintenance

[CS2-50] Utilization of ANN and Markov Chain-based pavement performance models for network-level maintenance management

*AZAM AMIR¹, Michael Henry² (1. Department of Regional Enviornmental System, Graduate School of Engineering and Science, Shibaura Institue of Technology, 2. Department of Civil Engineering, Graduate School of Engineering and Science, Shibaura Institue of Technology)

Keywords:Asphalt Pavement maintenance management, Artificial neural network, Markov Chain model, Agglomerative Hierarchical Cluster, Data analytics