JalaRakshak AIby quaStrat

Maintenance Planner

Exact enumeration of 512 subsets of 9 eligible actions. Verified findings in use: none.

Constraints

Fictional maintenance scenario budget — unrelated to the Government First ₹25 lakh pilot budget.

Optimised portfolio (exact)

  • A-01 Inspect suction / strainer (P-102)
  • A-06 Service valve actuator (V-201)
  • A-08 Stroke-test valve (V-202)
  • A-10 Thermographic inspection (MCC-401)
  • A-11 Test standby pump (P-104)

Physical mitigation

53.040

Information value

122.000

Composite

107.940

Budget₹98,500 / ₹1,30,000
Crew hours18 h / 18 h
Outage90 m / 120 m

Risk-first greedy (same constraints)

  • A-06 Service valve actuator (V-201)
  • A-01 Inspect suction / strainer (P-102)
  • A-04 Inspect vibration / bearings (P-103)
  • A-09 Clean cooling path and retest (VFD-301)

Physical mitigation

70.064

Information value

63.000

Composite

98.414

Budget₹1,02,500 / ₹1,30,000
Crew hours17 h / 18 h
Outage90 m / 120 m

Physical mitigation proxy: optimised 53.040 vs greedy 70.064. Composite decision value: 107.940 vs 98.414. The optimiser scores higher here only because it buys more information (inspections). This is not proven failure-risk reduction — adjust λ to see the trade-off.

All candidate actions

  • A-01 Inspect suction / strainer (P-102)

    optimalgreedy

    ₹12,000 · 3 h · 0 m · inspection

    mitig 0.000 · info 38 · value 17.100

  • A-02 Impeller overhaul (P-102)

    blocked

    ₹96,000 · 12 h · 120 m · repair

    Engineering evidence gate: requires verified finding impeller_damage

  • A-03 Clean obstructed strainer (P-102)

    blocked

    ₹16,500 · 4 h · 15 m · repair

    Engineering evidence gate: requires verified finding strainer_blocked

  • A-04 Inspect vibration / bearings (P-103)

    eligiblegreedy

    ₹14,500 · 3 h · 0 m · inspection

    mitig 0.000 · info 25 · value 11.250

  • A-05 Replace bearings (P-103)

    blocked

    ₹64,000 · 9 h · 75 m · repair

    Engineering evidence gate: requires verified finding bearing_damage

  • A-06 Service valve actuator (V-201)

    optimalgreedy

    ₹58,000 · 8 h · 90 m · repair

    mitig 53.040 · info 0 · value 53.040

  • A-07 Recheck valve operability (V-201)

    eligible

    ₹9,000 · 2 h · 0 m · inspection

    mitig 0.000 · info 11 · value 4.950

  • A-08 Stroke-test valve (V-202)

    optimal

    ₹8,000 · 2 h · 0 m · inspection

    mitig 0.000 · info 28 · value 12.600

  • A-09 Clean cooling path and retest (VFD-301)

    eligiblegreedy

    ₹18,000 · 3 h · 0 m · service

    mitig 17.024 · info 0 · value 17.024

  • A-10 Thermographic inspection (MCC-401)

    optimal

    ₹9,500 · 2 h · 0 m · inspection

    mitig 0.000 · info 16 · value 7.200

  • A-11 Test standby pump (P-104)

    optimal

    ₹11,000 · 3 h · 0 m · inspection

    mitig 0.000 · info 40 · value 18.000

  • A-12 Correct failed standby start (P-104)

    blocked

    ₹52,000 · 7 h · 60 m · repair

    Engineering evidence gate: requires verified finding failed_standby_test

  • A-13 Routine check (P-101)

    eligible

    ₹6,500 · 2 h · 0 m · inspection

    mitig 0.000 · info 4 · value 1.800

Mitigation = condition index × criticality / 5 × mitigation fraction (zero for inspections). Decision value = mitigation + λ × information value. One action per asset.