Simulating dynamic clinical emergency routing and sterile corridor segregation across alternative hospital ward topologies under Camomile Healthcare pilot specifications.
FIGURE 01 // ARCHITECTURAL SCHEMATIC // 03
01QUESTION
Can a hybrid 2D spatial constraint solver coupled with discrete-event pedestrian flow reduce critical emergency trauma-to-OR transit (Δt) below 38.4s while maintaining strict NABH infection control separation?
02HYPOTHESIS
Decoupling sterile surgical supply lines from emergency trauma paths via dual-circulation topological nodes reduces critical transport latency by over 45% compared to conventional centralized hospital corridor spines.
03SETUP
Agent-based spatial discrete-event simulator running Medora spatial intelligence engine with local qwen2.5:1.5b (Ollama on-prem), clinical ontology graph, and 500 stochastic patient surge flow vectors.
05OBSERVATIONS
Trauma-to-OR transit reduced from 74.2s to 33.6s (54.7% reduction); zero cross-contamination violations recorded across 500 stochastic surge cycles.
06FAILURES / LIMITATIONS
Spatial constraint solver encountered circular dependency deadlocks when elevator banks were constrained simultaneously to sterile supply delivery and public visitor egress.
07ITERATION
06 spatial schema revisions under KSUM incubation.
08NEXT QUESTION
Can dynamic time-slotted vertical elevator allocation resolve peak morning visiting hour contention without requiring dedicated sterile hoist shafts?
