In civil engineering, AI$-$based predictive maintenance systems are primarily used for: a$)$ Identifying potential structural weaknesses in buildings b$)$ Automating the construction process c$)$ Monitoring environmental impacts of construction projects d$)$ Minimizing equipment downtime by predicting maintenance needs