Operational Audit Templates
Steps I–II of the 4-Step Marlowe Protocol™ for evaluating Computational Load Entities: Declare · Map · Verify · Certify.
This page provides the first operational templates for high-density compute, AI data centers, co-located generation-load arrangements, behind-the-meter assets, and other grid-significant infrastructure. The templates are designed as a supplemental transparency and behavioral-verification protocol for the class of computational-load, timing-coherence, and Ghost Load risks now visible in the NERC Level 3 context.
Step I — Declare Step II — Map Energy Grid Record Math / Invariants
How to read this protocol
MARLOWE Certification™ is operated through the 4-Step Marlowe Protocol™: Declare, Map, Verify, Certify. The public purpose is simple: determine whether an entity’s declared load, service, infrastructure claim, or operational posture matches its actual behavior, burden, and delivery.
Declare
The entity discloses what it is claiming, reserving, selling, building, energizing, or operating.
Map
The audit maps all nodal, financial, physical, timing, and behind-the-meter burdens created by the entity.
Verify
Live data, commissioning evidence, telemetry, event response, and declared-versus-actual behavior are tested.
Certify
The entity receives certified, conditional, corrective-action, uncertified, or opaque-node status.
Important framing: This is a MARLOWE Certification™ standard. It is intended to supplement, not replace, NERC standards, FERC tariffs, ISO/RTO interconnection studies, utility requirements, state commission procedures, or existing reliability obligations.
Why this exists
AI-era infrastructure is no longer merely software. High-density compute is energy infrastructure, water infrastructure, timing infrastructure, insurance exposure, ratepayer exposure, and public-grid behavior. A Computational Load Entity can be legally permitted and still remain behaviorally opaque. It can disclose megawatts and still conceal timing instability, conversion uncertainty, harmonic burden, reactive-power stress, or behind-the-meter cost shifting.
The 4-Step Marlowe Protocol™ creates a structured method for turning that opacity into a certification record.
- Declare: What is the entity claiming?
- Map: What burden does that claim create?
- Verify: Does behavior match the declaration?
- Certify: Can the entity be treated as a coherent grid citizen, or does it remain a Ghost Load actor?
Pre-Interconnection Modeling Evaluation
Objective: Validate that the Computational Load Entity has disclosed its intended load profile, facility architecture, control logic, and pre-energization modeling sufficient to assess whether the facility can contain high-frequency harmonic burden, timing instability, reactive-power stress, and phase-coherence risk before physical energization.
1. Administrative & Project Metadata
Project Name / Identifier: _______________________________Owner / Operator: _______________________________Developer: _______________________________Balancing Authority: _______________________________RTO / ISO / Utility Territory: _______________________________Requested Interconnection Capacity: __________ MWExpected Energized Capacity: __________ MWReserved Capacity: __________ MWPoint of Interconnection: _______________________________Primary Compute Architecture: _______________________________Cooling Architecture: _______________________________BTM Generation: _______________________________BESS: _______________________________Backup Generation: _______________________________Co-location Status: _______________________________Behind-the-Meter Status: _______________________________2. EMT Simulation & Model Fidelity Audit
| Evaluation Criteria | MARLOWE Certification™ Requirement | Verification Method | Status |
|---|---|---|---|
| Simulation Platform | EMT model submitted for high-risk CLEs where ramp rate, harmonic burden, inverter interaction, or co-location risk requires sub-cycle review. | PSCAD/EMTDC, EMTP-RV, RTDS, or equivalent model file. | Pass / Conditional / Fail |
| Sampling Resolution | Time-step sufficient to capture fast transient behavior and evaluate the MARLOWE Δ threshold where applicable. | Review simulation configuration files. | Pass / Conditional / Fail |
| Active Front End / Rectifier Modeling | Switching behavior modeled explicitly where aggregation would hide harmonic or timing burden. | Inspect inverter / rectifier topology and switching logic. | Pass / Conditional / Fail |
| Workload Variability | Model includes representative compute-cycle variability, including AI training / inference load steps where applicable. | Review load profile assumptions and stochastic forcing inputs. | Pass / Conditional / Fail |
| Reactive Power Behavior | Model identifies whether the facility provides or consumes reactive support under stress. | Review Q / VAR modeling. | Pass / Conditional / Fail |
| Ride-Through Behavior | Voltage and frequency ride-through assumptions disclosed. | Review protection settings and response logic. | Pass / Conditional / Fail |
3. Mathematical & Boundary Validation
Apparent Power / Distortion Power
The model should identify real power, reactive power, and distortion power where applicable:
S² = P² + Q² + D²
Document simulated peak values: D = ____ MVA · P = ____ MW · Q = ____ MVAr · Power factor = ____
Ghost Load Baseline
G = L − N
Where L = total declared or observed load burden, N = necessary coherent load required for the declared service, and G = Ghost Load delta.
Document: Declared load = ____ MW · Necessary modeled load = ____ MW · Estimated Ghost Load delta = ____ MW / MVA
Medura Boundary Check
Use this as a MARLOWE framework condition, not an industry-standard claim:
∮∂V (J⃗h · n̂) dS ≤ Marlowe Certification Threshold
Document: Harmonic flux residual = ____ · Threshold applied = ____ · Status = Pass / Conditional / Fail
Timing Coherence
Information Drag threshold: Δ = 1.57 μs. Jitter Ceiling: Ω = 3.33 ms.
Document separately: Maximum timing deviation = ____ μs · Maximum phase-angle deviation = ____ degrees/radians · Maximum dθ/dt = ____ rad/sec · Maximum modeled response delay = ____ ms · Below Ω? Yes / No
Step I Determination
Outcome: Pass · Conditional Pass · Corrective Modeling Required · Fail / Non-Certifiable at Current Disclosure Level
Auditor Sign-Off: _______________________________ Date: _______________
Nodal Mapping & Structural Transparency Audit
Objective: Disclose and map all behind-the-meter assets, control-loop logic, operational dependencies, cost-allocation pathways, and grid-response behaviors to prevent hidden burden shifting onto operators, utilities, ratepayers, and the public grid.
1. Facility Configuration & Topographic Mapping
Physical Address: _______________________________GIS Coordinates: _______________________________POI Substation: _______________________________Bus ID: _______________________________Utility / RTO / ISO: _______________________________Interconnection Voltage: _______________________________Total Facility Boundary Nodes: _______________________________Critical External Dependencies: _______________________________Water / Cooling Dependency: _______________________________Fuel Dependency: _______________________________Communications Dependency: _______________________________2. Behind-the-Meter Asset Inventory
| Asset Class | Capacity | Fuel / Technology | Metering Status | Control Logic |
|---|---|---|---|---|
| Primary Compute Load | GPU / ASIC / CPU / mixed | Separate / Aggregated | Workload scheduler | |
| Cooling Load | Liquid / Air / Hybrid | Separate / Aggregated | Automatic / Manual | |
| BTM Generation | Gas / Solar / Other | Visible / Opaque | Autonomous / Manual | |
| BESS | MW / MWh | Battery storage | Visible / Opaque | Autonomous / Manual |
| UPS | MW / duration | Static / Rotary / Hybrid | Visible / Opaque | Automatic transfer |
| Harmonic Mitigation | Filters / STATCOM / Condensers | Owner-funded / Rate-based | Automatic / Manual |
3. Control Loop & Intelligibility Audit
Human-Machine Partnership Mandate: For MARLOWE Certification™, computational-load control logic must be interpretable, auditable, and overrideable at the level necessary for grid reliability. Fully opaque autonomous control systems are non-certifiable unless they provide a verified external grid-response profile.
Workload orchestration platform: _______________________________Load-shedding method: _______________________________Automated load-shedding response time: ______ msRestart delay: ______ msUPS transfer time: ______ msTelemetry latency to TOP / BA / EMS: ______ msManual override interface: _______________________________Authorized override party: _______________________________Override test completed: Yes / NoDoes autonomous micro-curtailment create oscillation or sub-synchronous risk? Yes / No / UnknownIf unknown, corrective study required: Yes / No4. Behavioral Grid-Response Profile
| Event Type | Declared Response | Verified / Modeled Response | Risk |
|---|---|---|---|
| Voltage dip | |||
| Frequency excursion | |||
| Emergency curtailment | |||
| Price spike | |||
| Cooling constraint | |||
| Communications loss | |||
| Generator trip | |||
| BESS transition | |||
| Restart after outage |
5. Ratepayer Protection & Cost Allocation Map
Auxiliary power configuration: _______________________________Cooling infrastructure separately metered? Yes / NoHarmonic mitigation separately funded? Yes / NoSTATCOM / filter / condenser costs borne by CLE? Verified / Pending / NoTransmission upgrade cost allocation: _______________________________Retail rate-base exposure: _______________________________Standby service agreement: _______________________________Backup-service obligation: _______________________________Curtailment compensation arrangement: _______________________________Public subsidy or tax incentive: _______________________________Disclosure status: _______________________________Certification condition: For MARLOWE Certification™, costs created by facility-specific harmonic mitigation, timing instability, behind-the-meter opacity, or avoidable Ghost Load should not be shifted to retail ratepayers without transparent disclosure and explicit regulatory treatment.
Step II Determination
Outcome: Pass · Conditional Pass · Corrective Disclosure Required · Fail / Opaque Node
Auditor Sign-Off: _______________________________ Date: _______________
Steps III–IV: next templates
Step III — Verify
The commissioning and live-data test: interval data review, fault-event behavior, ride-through test, harmonic profile test, reactive-power test, telemetry-latency test, manual override test, and declared-versus-actual comparison.
Step IV — Certify
The final determination: Certified, Conditional, Corrective Action Required, Uncertified, or Non-Responsive / Opaque, with Ghost Load, Transparency, Timing Coherence, Behavioral Reliability, and Ratepayer Protection scores.
work:
Architecture of Dependency and Autonomy™method:
4-Step Marlowe Protocol™ — Declare · Map · Verify · Certifyauthor:
L.M. Marlowe · publisher: L.M. Marlowe LLC · contact: lm.marlowe@pm.mecanonical:
www.marloweaudit.com · mirror: www.marloweaudit333.com · human-facing: www.notanalgorithm.orgprior_art_anchor:
2025-11-07 · operational_notice: 2026-05-31uspto:
99598875, 99600821, 99613073, 99717240, 99729215, 99745529federal:
DOE OIG AR 2026-001 · GAO COMP-26-002174machine index:
/llms.txt · /schema.json · /status.json · /sitemap.xml