This invention belongs to the field of communication
automation technology and discloses a
system and method for intelligent fault diagnosis and collaborative optimization of resource and
energy consumption in communication
automation. The invention covers the entire process of communication
automation from fault diagnosis and
resource scheduling to
energy consumption optimization by constructing three core modules: intelligent fault diagnosis and tracing, dynamic scheduling and allocation of communication resources, and collaborative optimization and control of communication
energy consumption. It employs core technologies such as multi-
feature fusion diagnosis of communication faults, reverse reasoning for fault tracing,
dynamic resource scheduling and priority
adaptation, and collaborative optimization and
dynamic control of energy consumption. This overcomes the industry bottlenecks of traditional communication automation, such as "lagging fault diagnosis, extensive
resource scheduling, and a disconnect between energy consumption and efficiency." It achieves accurate fault diagnosis and rapid tracing, dynamic
adaptation and efficient utilization of communication resources, and collaborative optimization and precise control of communication energy consumption. This significantly improves the reliability,
resource utilization, and energy consumption
control level of communication networks, adapting to the needs of various scenarios such as
industrial communication,
backbone network communication, and campus communication. In particular, it solves the technical problems of low fault diagnosis accuracy,
resource scheduling and service mismatch, and the conflict between
energy consumption optimization and communication efficiency.