Petrochemical operations depend on validated process models, reliable rotating and static assets, controlled change and rapid access to engineering knowledge. HPC and AI can improve simulation throughput, inspection and maintenance decisions, but they must remain outside certified protection layers unless separately engineered and authorised.
Hyperion provides an on-premises compute and data foundation for confidential plant models, telemetry, images and operational documents.
Process, flow and structural simulation
X1140-C AxiKeystone supplies 128 CPU cores and 1.15TB memory for single-node process, CFD, FEA and analytical workloads. Size against named software, model complexity, memory high-water mark and licensing. Use validated baselines, convergence evidence and checkpoint/restart so performance changes cannot hide changed engineering results.
Inspection and condition monitoring
X1250 AxiOverseer can combine protected telemetry with thermal, visual or other inspection streams. Model pumps, compressors, exchangers, valves and pipework against operating state, not only elapsed time. Evaluate warning lead, false alarm burden and confirmed maintenance outcome. AI output should support a competent decision-maker, with defined behaviour when data or inference is unavailable.
Multi-user analytics and services
X2260 AxiCrucible provides two nodes and four 96GB GPUs for separated production service, development and model validation. Kubernetes or Slurm can allocate resources explicitly; central identity, signed images, project storage, monitoring and backup are part of the platform rather than optional additions.
Private operational RAG
A permission-aware assistant can retrieve approved procedures, manuals, drawings and lessons learned without sending plant knowledge outside the organisation. Preserve document owner, revision, effective date and access group. Return citations, reject revoked material and restrict tools or actions outside the model. Generated advice never replaces permit, process-safety or engineering authority.
Hazardous-area and control boundaries
Hyperion rack servers belong in suitable controlled IT or equipment environments, not hazardous zones unless the entire installation is specifically engineered and certified. Maintain separation from SIS and protection layers, use allowlisted read paths, and require independent validation for any command or setpoint integration.
Automation, AI and machine engineering for Petrochemical
Connect sector workloads to the production equipment
Strengthen process-support systems with controlled automation changes, secure data integration, remote diagnostics and maintenance intelligence.
Relevant services