ASSUME Bid Lifecycle
LOOP SIMULATOR
Rule-Based
DRL Policy
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PHASE I: FORECAST & STRATEGY FORMULATION
PHASE II: CLEARING, EVALUATION & STATE UPDATE
TELEMETRY
FORECAST
ACTION
ORDERS
CLEARING
REWARD
UPDATE
STATE
ACTUALS
FEEDBACK
PHYSICAL UNIT
[ASSETS & CAPACITIES]
FORECASTER
[LOAD & PRICE MODEL]
STRATEGY
[RULE-BASED]
ORDER GENERATION
[BID BUILDER]
MARKET CLEARING
[EXCHANGE / LMP]
SETTLEMENT RESULT
[REVENUE & DISPATCH]
LEARNING UPDATE
[POLICY OPTIMIZER]
NEXT-ROUND STATE
[STATE VECTOR s_t+1]
PHYSICAL UNIT
STEP 1 / 8
Monitors asset health, operational parameters, and physical constraints (e.g., ramp limits, minimum uptime, state-of-charge).
INPUT: Real-time telemetry, state limits
OUTPUT: Available capacity & physical bounds