Dr. Eshan SinghData-center siting validation
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Current-model diagnostics · reviewed CEC campus briefs · October 1, 2026

Does the model preserve real campus requirements?

Four documented California campuses test the meaning of IT power, facility power, full-build service, connection voltage and campus architecture. Each uses its documented capacity instead of a fixed 100 MW scenario.

This is a semantic and architecture diagnostic, not predictive validation. Historical designs do not establish available capacity for a new campus. No weights are fitted to these projects. Current service reservations, tariff eligibility, water allocations and carrier routes remain unverified.

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Documented scale and model output

Historical campusDocumented powerHistorical serviceModeled firm demandArchitecture comparisonScenario status

Area and floor-area ratios compare the illustrative rack, building and yard assumptions with the historical project. A mismatch calls for a campus-specific site plan; it does not show that the documented development was infeasible. Generator ratings and transformer MVA are kept separate from the MW demand input.

What these checks establish

Average operating utilization must not reduce full-build electrical service. An IT-MW input includes its reference PUE overhead once in the facility bill. A named historical utility supports an explicitly conditional rate scenario; it does not resolve a new parcel’s service rights. Higher voltage is a capacity-dependent enquiry preference, rather than a promise of spare MW.

What still needs validation

Four selected campuses cannot establish statewide ranking accuracy. Generic campus coefficients are not calibrated layouts. A stronger predictive test needs dated pre-development evidence, project-specific costs and service commitments, and independently sampled alternatives. The tool discloses these limits instead of tuning scores to reproduce selected existing sites.