With the increasing integration of wind and photovoltaic energy, source-load uncertainties in active distribution networks have posed new operational challenges. This paper proposes a coordinated multi-resource scheduling method considering energy storage, SVC, CB, and demand response. Structural decisions, such as energy storage commitment and CB switching, were first determined to establish a robust system foundation. Then, flexible resources were dynamically adjusted to respond to real-time fluctuations. Uncertainties were modeled using interval and budget constraints to ensure solution robustness. Simulation results on the IEEE 33-bus system show that the proposed method enhances multi-resource coordination and improves both economic performance and operational security.