Western national computing hubs prioritize cross-regional computing allocation, causing weak local industrial empowerment,poor compute-green power coordination and insufficient local digital capacity.Taking Qingyang hub as a case, this paper builds a four-layer two-way closed-loop framework under energy, fiscal and digital constraints, summarizes three core integration bottlenecks, and proposes sixdimensional improvement strategies