Datasets:

ClarusC64
/

fusion-tbr-fuel-self-sufficiency-horizon-and-routing-v0.1

id stringclasses 10 values	reactor_class stringclasses 2 values	blanket_type stringclasses 2 values	breeder_material stringclasses 3 values	operating_hours int64 1.8k 3.4k	baseline_tbr float64 0.95 1.12	observed_tbr float64 0.88 1.1	extraction_efficiency float64 0.6 0.82	breeder_lithium_inventory_frac float64 0.77 0.93	local_depletion_gradient float64 0.07 0.22	helium_production_appm int64 140 310	decoherence_score float64 0.09 0.42	drift_gradient float64 0.03 0.18	shortfall_risk_band stringclasses 3 values	target_tbr_floor float64 1 1	estimated_tbr_crossing_hours int64 300 100k	fuel_shortfall_g_day int64 0 110	priority_action stringclasses 5 values	action_set stringclasses 10 values	minimal_fix_set stringclasses 9 values	notes stringclasses 9 values
TBRH-001	Tokamak	HCPB	Li4SiO4	1,800	1.11	1.09	0.81	0.92	0.08	150	0.1	0.03	green	1	99,999	0	monitor	monitor trends; keep ops	none	Stable
TBRH-002	Tokamak	HCPB	Li2TiO3	2,300	1.09	1.05	0.78	0.89	0.11	175	0.16	0.05	green	1	7,200	8	adjust	tune extraction; reduce peaks	extraction tune + load smoothing	Slow decline
TBRH-003	Tokamak	HCLL	LiPb	2,600	1.06	1.01	0.74	0.86	0.14	205	0.22	0.09	amber	1	2,400	28	inspect	inspect blanket; spectrum shaping	blanket inspect + spectrum shape	Near threshold
TBRH-004	Tokamak	HCPB	Li2TiO3	2,900	1	0.95	0.66	0.83	0.17	240	0.3	0.12	red	1	900	65	mitigate	de-trap cycle; module swap plan	de-trap + targeted module swap	Below self-sufficiency soon
TBRH-005	Tokamak	HCLL	LiPb	3,200	0.97	0.91	0.63	0.79	0.2	285	0.38	0.16	red	1	420	92	derate	derate power; accelerate replacement	derate + replace worst module	Urgent
TBRH-006	Stellarator	HCPB	Li4SiO4	2,000	1.12	1.1	0.82	0.93	0.07	140	0.09	0.03	green	1	99,999	0	monitor	monitor; no change	none	Stable
TBRH-007	Stellarator	HCLL	LiPb	2,550	1.06	1.02	0.76	0.88	0.12	180	0.16	0.06	amber	1	3,600	18	adjust	extraction tune; schedule inspect	tune + planned inspect	Manageable
TBRH-008	Tokamak	HCPB	Li4SiO4	3,100	0.97	0.93	0.64	0.8	0.2	280	0.36	0.15	red	1	600	78	mitigate	module swap; spectrum softening	swap + spectrum soften	Rapid slide
TBRH-009	Tokamak	HCLL	LiPb	3,400	0.95	0.88	0.6	0.77	0.22	310	0.42	0.18	red	1	300	110	derate	derate; isolate bad sector	derate + isolate sector	Critical
TBRH-010	Stellarator	HCPB	Li2TiO3	2,700	1.03	0.99	0.7	0.85	0.15	210	0.2	0.08	amber	1	1,800	35	inspect	inspect; de-trap schedule	inspect + de-trap	Borderline

Dataset goal

Forecast when the reactor loses fuel self-sufficiency.

Not a post-mortem. A horizon and routing tool.

Required outputs

shortfall_risk_band green | amber | red

estimated_tbr_crossing_hours hours until observed TBR crosses target floor

fuel_shortfall_g_day expected deficit if no intervention

priority_action monitor | adjust | inspect | mitigate | derate

action_set suggested actions

minimal_fix_set smallest action bundle that plausibly restores stability

What this captures

TBR trend relative to the self-sufficiency floor

extraction efficiency decay

breeder depletion signals

decoherence and drift as early warning drivers

Users

fuel-cycle and tritium plant teams

blanket operations

reactor mission planning

maintenance and uptime control

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