{"schema_version":1,"research_id":"eoa_inverse_innovation_exp05_external_evaluation_20260803","source_assessment_id":"deadweight_loss_reduction__disaster_management:P3:v0","cell_id":"deadweight_loss_reduction__disaster_management","search_queries":["FEMA emergency generator missions reassignment tracking generator requests disaster after action report idle generators","USACE Emergency Power Facility Assessment Tool generator mission assignment status official","emergency generator deployment disaster challenges tracking allocation academic study","FEMA generator mission assignment closeout emergency power P-1019","site:gao.gov disaster generators FEMA tracking deployed generators report","site:dhs.gov OIG FEMA generator mission tracking emergency power after action","site:fema.gov after action generator deployment tracking emergency power mission challenges","Hurricane emergency generators idle while facilities waiting generator allocation report","FEMA NIMS resource tracking status assigned available demobilization resource status official","FEMA incident resource inventory system resource status assigned available out of service official","ICS 219 resource status card assigned available out of service FEMA","emergency management generator resource allocation dynamic reassignment real time research mobile generators","\"Mobile Emergency Generator Pre-Positioning and Real-Time Allocation\" DOI 2016 abstract","\"National Incident Management System\" resource tracking status changes available assigned out of service FEMA html","site:fema.gov \"When a resource’s status changes\" resource tracking"],"sources":[{"source_id":"S1","title":"Operational Lessons Learned in Disaster Response","publisher":"U.S. Fire Administration, Federal Emergency Management Agency","url":"https://www.usfa.fema.gov/downloads/pdf/publications/operational_lessons_learned_in_disaster_response.pdf","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2015-06","accessed_at":"2026-08-03","claims_supported":["After-action evidence found incomplete resource-ordering and tracking procedures impeded delivery of needed resources.","The report recommends centralized allocation, NIMS resource typing, inventorying, and database tracking.","The evidence concerns disaster resources generally and does not specifically document stale generator mission claims."]},{"source_id":"S2","title":"Emergency Power","publisher":"U.S. Army Corps of Engineers","url":"https://www.usace.army.mil/Media/Fact-Sheets/Fact-Sheets-View/Article/475473/emergency-power/","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2011-12-16","accessed_at":"2026-08-03","claims_supported":["USACE and FEMA operate a temporary emergency-power workflow for critical public facilities.","The workflow includes facility assessment, generator sizing, installation, operation, fueling, maintenance, de-installation, and return after grid restoration.","State or local officials determine priorities, including life-saving and life-sustaining facilities."]},{"source_id":"S3","title":"Emergency Power Facility Assessment Tool","publisher":"Federal Emergency Management Agency, Emergency Management Institute","url":"https://emilms.fema.gov/IS0815/groups/53.html","source_class":"OFFICIAL_GUIDANCE","publication_date":"undated","accessed_at":"2026-08-03","claims_supported":["USACE operates EPFAT as a repository of facility assessment data.","FEMA-provided generators can be dispatched from stored facility data without a new site assessment.","Facility owners control edits while local, state, and federal emergency-management personnel can review data, indicating both usable infrastructure and possible update-authority constraints."]},{"source_id":"S4","title":"IS-703.b Resource Management During Incidents: Resource Management Task 4—Track and Report","publisher":"Federal Emergency Management Agency, Emergency Management Institute","url":"https://emilms.fema.gov/is_0703b/groups/251.html","source_class":"OFFICIAL_GUIDANCE","publication_date":"undated","accessed_at":"2026-08-03","claims_supported":["Resource availability and needs change throughout an incident and require continuing validation and refinement.","Planning tracks assigned, available, and out-of-service resources; EOCs support allocation and tracking.","Resource reassignment rather than demobilization is expressly contemplated when requestor and provider agree.","Command authority, legal review, ownership, minimum staffing, logistics, safety, cost effectiveness, and documentation are recognized constraints.","Existing tracking systems range from paper records to real-time information systems, and more time in staging or excess resources are demobilization indicators."]},{"source_id":"S5","title":"ICS Form 210, Resource Status Change","publisher":"Federal Emergency Management Agency, Emergency Management Institute","url":"https://training.fema.gov/emiweb/is/icsresource/assets/ics%20forms/ics%20form%20210%2C%20resource%20status%20change%20%28v3%29.pdf","source_class":"STANDARD","publication_date":"2019","accessed_at":"2026-08-03","claims_supported":["ICS already standardizes recorded transitions among available, assigned, and out-of-service status.","Status changes include resource identifier, origin, destination, time, comments, and accountable preparer.","The form is message-driven and does not itself impose renewable assignments, automatic review deadlines, stabilization windows, or generator-specific release verification."]},{"source_id":"S6","title":"WSP USA, Inc., B-422725","publisher":"U.S. Government Accountability Office","url":"https://www.gao.gov/products/b-422725","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2024-10-15","accessed_at":"2026-08-03","claims_supported":["FEMA and DLA maintain a rapid-deployment program for leased or rented generators, while a USACE contractor performs installation, operation, maintenance, transportation, and internal logistics support.","The contractor receives a complete FEMA generator inventory and reports daily on type, location, status, and operability.","The record describes extremely limited leasable-generator supply, four-hour quotation windows, and 24-to-48-hour delivery requirements.","The decision also demonstrates procurement and conflict-of-interest constraints around operational data and allocation advice."]},{"source_id":"S7","title":"Mobile Emergency Generator Pre-Positioning and Real-Time Allocation for Resilient Response to Natural Disasters","publisher":"IEEE Transactions on Smart Grid; record hosted by University of Hong Kong Scholars Hub","url":"https://hub.hku.hk/handle/10722/237021","source_class":"PRIMARY_RESEARCH","publication_date":"2018","accessed_at":"2026-08-03","claims_supported":["Peer-reviewed prior art models mobile-generator pre-positioning and real-time allocation for critical-load restoration.","The work incorporates generator mobility, road travel, microgrid formation, and stochastic optimization.","It addresses dynamic allocation broadly, not expiring facility mission claims governed by incident-command release safeguards."]},{"source_id":"S8","title":"Decentralized Approach Considering Spatial Attributes for Equipment Utilization in Civil Engineering Disaster Response","publisher":"Journal of Computing in Civil Engineering, American Society of Civil Engineers; record hosted by National Taiwan University","url":"https://scholars.lib.ntu.edu.tw/entities/publication/04a2379f-4e49-440e-8304-4e264e430fc4","source_class":"PRIMARY_RESEARCH","publication_date":"2011","accessed_at":"2026-08-03","claims_supported":["Research identifies deficient availability information and inefficient deployment decisions as obstacles to disaster-equipment allocation.","It proposes decentralized, priority-sensitive equipment distribution and reports preliminary simulation findings.","The authors identify emergency-official interaction and exercise deployment as still-needed validation, supporting the need for field evidence."]}],"problem_evidence":{"support":"MODERATE","rationale":"Official after-action material and research visibly establish consequential disaster-resource tracking, availability-information, underutilization, and allocation problems. Official emergency-power materials also confirm scarce, time-sensitive generator missions serving life-safety facilities. However, none of the eight opened sources directly measures the proposal's precise failure mode—generators remaining committed solely because an open-ended claim awaits manual closure while a compatible critical request waits. The core stale-claim prevalence and attributable generator-hours therefore remain unverified.","source_ids":["S1","S2","S6","S7","S8"]},"stakeholder_evidence":{"support":"MODERATE","rationale":"Identifiable adopters and authorizers exist: incident commanders and delegated Logistics/Resources functions, state or local priority authorities, FEMA, USACE, asset owners, and facility managers. Official guidance expresses a need for current status, continuing validation, effective movement, reassignment, cost control, and safe demobilization. USACE and FEMA already operate the relevant generator and facility-data workflows. No source expresses demand for claim expiry specifically, establishes a willing pilot partner, or confirms authority to alter a particular jurisdiction's generator-release protocol.","source_ids":["S2","S3","S4","S5","S6"]},"prior_art":{"proximity":"ADJACENT_PRIOR_ART","closest_analogues":[{"name":"NIMS/ICS continuous resource-status tracking and reassignment","similarity":"Existing doctrine tracks assigned, available, and out-of-service resources, requires changing needs to be continually validated, and permits reassignment instead of demobilization.","remaining_difference":"It does not prescribe time-bounded renewable facility claims, generator-specific stabilization holds, multi-source release tests, or expiration-triggered review.","source_ids":["S4","S5"]},{"name":"FEMA-USACE temporary emergency-power inventory and EPFAT workflow","similarity":"Existing operations maintain facility assessment data, daily generator inventory/status visibility, critical-facility priorities, and installation-through-return logistics.","remaining_difference":"The opened sources do not show an automated or policy-based expiration of facility claims or evidence that manual closure creates material idle time.","source_ids":["S2","S3","S6"]},{"name":"Mobile-generator real-time allocation optimization","similarity":"Research already treats mobile generators as dynamically allocated resources and optimizes their movement to restore critical loads under travel and system constraints.","remaining_difference":"It is a power-system allocation model rather than an incident-command governance protocol for reopening stale claims while preserving ownership, reserve, continuity, and verification safeguards.","source_ids":["S7"]},{"name":"Decentralized disaster-equipment allocation","similarity":"Research addresses poor availability information, inefficient deployment, prioritization, and rapid redistribution of disaster equipment.","remaining_difference":"It does not evaluate renewable generator claims or the proposed release and stabilization workflow, and its operational validation was still prospective.","source_ids":["S8"]}],"distinctive_claim_remaining":"Within an incident-controlled generator pool where some assignments have become obsolete, adding scheduled claim reconfirmation plus a protected stabilization window and authorized multi-source release review will produce earlier safe, technically feasible reassignment to verified critical loads than ordinary manual closure or a temporary manual-closure surge, without increasing wrongful-release candidates, continuity gaps, reserve-floor violations, priority errors, failed connections, or total coordination burden.","confidence":"HIGH"},"implementation_evidence":{"support":"MODERATE","rationale":"The proposal is technically and operationally plausible because official systems already capture facility assessments, generator inventory/status, resource identifiers, timestamps, locations, contacts, operational periods, and status changes. Existing doctrine allocates tracking, movement, cost, legal-review, and command responsibilities and permits reassignment. Important gaps remain: the sources do not verify that load telemetry, utility status, transport, fuel, technician, compatibility, and ownership data can be synchronized reliably during an incident; no applicable jurisdictional SOP, asset agreement, privacy/cybersecurity review, reimbursement rule, or wrongful-release risk estimate was inspected. Retrospective replay is safe, but live implementation requires affirmative command and owner authority and cannot rely on unattended expiration.","source_ids":["S2","S3","S4","S5","S6","S8"]},"scores":{"meaningful_impact":{"score":4,"rationale":"If stale claims are nontrivial, earlier reallocation could protect life-saving and life-sustaining services under genuinely scarce and time-sensitive generator supply. Magnitude is not measured.","source_ids":["S2","S6"]},"stakeholder_pull":{"score":3,"rationale":"Official doctrine demands current status, effective allocation, reassignment, and cost control, and identifiable agencies operate the workflow; specific demand or a committed pilot sponsor was not found.","source_ids":["S2","S4","S6"]},"incremental_advantage":{"score":3,"rationale":"The protocol could outperform purely manual closure by forcing timely review while retaining safeguards, but ordinary NIMS status management, improved reporting, or a manual closure team may capture much of the benefit.","source_ids":["S4","S5"]},"distinctiveness_plausibility":{"score":3,"rationale":"No direct match for expiring generator mission claims was found, but the proposal combines established status tracking, reassignment, dynamic generator allocation, and bounded governance practices. World novelty is unmeasured.","source_ids":["S4","S5","S7","S8"]},"technical_implementability":{"score":4,"rationale":"Required fields and status transitions are compatible with existing facility, inventory, and ICS data structures; data timeliness, interoperability, and field verification remain material uncertainties.","source_ids":["S3","S4","S5","S6"]},"adoption_authority_feasibility":{"score":3,"rationale":"Incident command, state/local prioritizers, FEMA/USACE, owners, and facility contacts are identifiable, but authority is distributed and depends on local protocols, agreements, procurement controls, and owner consent.","source_ids":["S2","S4","S6"]},"evidence_readiness":{"score":2,"rationale":"A retrospective design is well bounded, but the decisive mission, load, queue, contact, ownership, and logistics records are nonpublic and their completeness is unknown.","source_ids":["S3","S4","S6"]},"safety_net_benefit":{"score":4,"rationale":"The proposed reserve floor, stabilization window, multi-source verification, human release authority, exclusions, shadow phase, sunset, and rollback directly address premature withdrawal, though none is empirically validated.","source_ids":["S2","S4","S5"]},"scalability":{"score":3,"rationale":"The protocol uses standard status concepts and could transfer across incident systems, but heterogeneous ownership agreements, local authority, data systems, facility classes, and logistics capacity limit uniform scaling.","source_ids":["S3","S4","S6"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"One partnered retrospective replay of approximately 50-150 closed generator missions, including data extraction and reconciliation, blinded operational review, electrical/logistics adjudication, comparator analysis, sensitivity analysis, and an audit-ready report.","confidence":"LOW","assumptions":["Usable records already exist and can be accessed under an agreement.","No new telemetry installation or live dispatch changes occur.","A small multidisciplinary team contributes roughly 800-2,000 resource-equivalent labor hours.","Costs exclude incident response, generator acquisition, and repair of missing historical data."],"source_ids":["S3","S4","S6","S8"]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Protocol drafting, legal and owner review, workflow configuration, forms or dashboard changes, role-based access, tabletop exercises, training, cybersecurity review, and pilot instrumentation for one command and a small generator pool.","confidence":"LOW","assumptions":["Existing EPFAT, inventory, dispatch, or incident-management systems can be configured rather than replaced.","No major hardware procurement is required.","Existing reserve and priority policy remains unchanged.","Several agencies and private owners require review and training."],"source_ids":["S3","S4","S5","S6"]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"A bounded live pilot during one exercise or qualifying incident, covering a dedicated confirmation/review cell, dispatch and technical staff, owner and facility coordination, audit logging, transport-readiness checks, independent safety monitoring, and rollback capacity.","confidence":"LOW","assumptions":["The figure values diverted public personnel and contractor time as resource-equivalent cost.","Generator leases, fuel, transport, connection work, and ordinary response operations are excluded except for incremental pilot burden.","Twenty-four-hour coverage may be necessary for several operational periods.","A wrongful release is a halt condition, so backup response capability must be available."],"source_ids":["S2","S4","S6"]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Protocol ownership, annual training and exercises, system maintenance, access and cybersecurity review, agreement updates, audit retention, and post-incident evaluation for one jurisdiction or regional program.","confidence":"LOW","assumptions":["The protocol is dormant outside exercises and incidents.","Incremental incident activation costs are budgeted separately.","No dedicated full-scale software platform or permanent 24/7 team is created.","Existing resource-management systems and staff remain available."],"source_ids":["S3","S4","S5"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"UNCERTAIN","reason":"General disaster-resource tracking and allocation failures are externally supported, but no direct source verifies the proposal-defining prevalence or duration of stale generator mission claims.","source_ids":["S1","S6","S7","S8"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"State/local priority authorities, incident command and logistics functions, FEMA, USACE, asset owners, and facility managers are identifiable within an existing temporary-power workflow.","source_ids":["S2","S3","S4","S6"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"Renewable claims with stabilization and multi-source release can be compared against ordinary manual closure and a manual closure surge using earlier feasible reallocation, safety, reserve, priority, connection, and workload outcomes.","source_ids":["S4","S5","S7"]},"bounded_next_evidence_step":{"status":"YES","reason":"A closed-record, no-dispatch retrospective replay can test the mechanism without altering live assignments and can be bounded by incident, asset pool, sample size, rules, comparators, and explicit falsifiers.","source_ids":["S3","S4","S5","S8"]},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The next step is retrospective and makes no live release. A later live pilot remains conditional on command authority, owner consent, reliable contacts and records, technical review, reserve protection, and immediate rollback.","source_ids":["S2","S4","S5","S6"]},"credible_cost_scope_and_range":{"status":"UNCERTAIN","reason":"Operational components are documented, permitting scoped resource-equivalent bands, but no direct labor-rate, system-modification, data-cleaning, or pilot-staffing quotation was obtained; all four bands have low confidence.","source_ids":["S2","S3","S4","S6"]}},"next_evidence_step":"Secure a data-use and review agreement with one incident-command or emergency-power authority and sample 50-150 closed missions from one incident or exercise. Reconstruct, at operational-period resolution, request, assignment, acceptance, connection, load, restoration, stabilization, release, queue, compatibility, reserve, transport, technician, fuel, and ownership status. Blind two independent reviewer teams to historical dispatch outcomes. Team A applies ordinary manual-closure rules; Team B applies pre-registered renewable-claim variants, such as 4-, 8-, and 12-hour confirmation intervals crossed with 2-, 4-, and 8-hour stabilization windows and two-source release verification. A third comparator models a staffed manual closure surge without claim expiry. For each proposed release, require contemporaneous evidence of a compatible queued critical request, safe transport, qualified technician, connection equipment, fuel support, owner/command authority, unchanged priority classes, and preserved reserve floor. Report generator-hours made safely available earlier, feasible earlier reassignments, estimated critical-load hours enabled, false-release candidates, status conflicts, reserve or priority violations, failed receiving-site matches, staff minutes per mission, and incidence by facility type. Falsify the problem if all flagged claims were legitimately operating, stabilizing, reserved, inaccessible, incompatible, or already promptly released, or if no compatible supported request existed during the purported idle interval. Falsify the intervention for live-pilot progression if it produces no feasible earlier reassignment, any proposed release overlapping a recorded essential load or required reserve, materially more priority or compatibility errors than both comparators, or coordination burden that consumes the recoverable time advantage. Do not estimate incident-wide impact from this sample.","blocking_evidence":["Direct prevalence and duration of stale generator mission claims in a defined incident system.","Completeness and timestamp fidelity of mission, load, grid-status, queue, compatibility, fuel, transport, technician, reserve, ownership, and contact records.","Evidence that ordinary dispatchers do not already release generators promptly once safe confirmation exists.","A signed data-access and operational-review partnership with the relevant command, owners, and facilities.","Jurisdiction-specific authority, liability, reimbursement, records, privacy, cybersecurity, and procurement analysis.","Retrospective false-release and status-conflict rates under alternative confirmation and stabilization rules.","Live evidence of net earlier critical-load service after verification, transport, connection, fuel, staffing, and disruption costs.","Distributional evidence that renewals and releases do not systematically disadvantage less-resourced or less-influential facilities.","Direct cost quotations or measured staff effort for data reconciliation, configuration, training, 24-hour review coverage, and safety monitoring."],"research_disposition":"PARTNERED_RESEARCH_PROGRAM","world_novelty_boundary":"The search found established continuous resource-status tracking, reassignment, temporary-power inventory and facility assessment, real-time mobile-generator allocation, and adaptive disaster-equipment allocation. It did not find a directly documented operational practice combining expiring renewable generator-facility claims, stabilization holds, multi-source human release, preserved reserve and priority rules, compatibility matching, and sunset governance. This is only a bounded prior-art contrast from eight sources; world novelty, patentability, freedom to operate, market size, and realized impact remain unmeasured.","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_version":0,"controller_recommendation":{"action":"STOP_EMPIRICAL_RESEARCH_NEEDED","repairable":false,"material_progress_observed":false,"progress_targets":["Obtain a command-approved dataset covering at least 50 closed generator missions with synchronized assignment, facility, queue, load, grid, reserve, compatibility, ownership, and logistics timestamps.","Estimate the proportion and duration of claims that meet a pre-registered stale-claim definition after excluding operating, stabilization, reserve, access, compatibility, and logistics constraints.","Compare renewable-claim variants with ordinary manual closure and a staffed manual-closure surge using blinded replay.","Demonstrate at least one safe, technically and logistically feasible earlier reassignment to a contemporaneous verified critical request without overlapping essential load or breaching the reserve floor.","Measure false-release candidates, unresolved status conflicts, priority errors, connection failures, staff burden, and facility-type incidence.","Secure written incident-command, owner, legal, cybersecurity, reimbursement, and safety approval before any live pilot.","Pre-register live-pilot halt and rollback rules, including zero tolerance for protocol-caused continuity gaps, unsafe disconnection, reserve-floor breach, material priority violation, or lost auditability.","Replace low-confidence cost estimates with measured replay labor and partner quotations for configuration, training, live coverage, monitoring, and recurring maintenance."],"reason":"Bounded web research establishes the surrounding problem, credible authorities, existing data and status workflows, and adjacent prior art, but it cannot determine whether stale generator claims actually occur often enough, whether the proposed rules identify them safely, or whether earlier reassignment survives real compatibility and logistics constraints. Those questions require proprietary incident records, operational adjudication, and ultimately live testing; therefore the evidence boundary is empirical rather than a further bounded web-search task."},"proposal_index":3}