File size: 5,427 Bytes
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"_meta": {
"run_hash": "64909da91c42a840"
},
"features": [
{
"name": "n_orders_in_system",
"description": "Total jobs currently in the system (waiting + processing)",
"category": "system",
"index": 0
},
{
"name": "n_express_orders_pct",
"description": "Fraction of waiting jobs that are express (type E)",
"category": "system",
"index": 1
},
{
"name": "avg_due_date_tightness",
"description": "Average (due_date - now) for waiting jobs",
"category": "timing",
"index": 2
},
{
"name": "fraction_already_late",
"description": "Fraction of waiting jobs past their due date",
"category": "system",
"index": 3
},
{
"name": "zone_utilization_avg",
"description": "Average utilization across all 8 zones",
"category": "utilization",
"index": 4
},
{
"name": "zone_utilization_std",
"description": "Std deviation of zone utilization (imbalance indicator)",
"category": "utilization",
"index": 5
},
{
"name": "bottleneck_zone",
"description": "Utilization of the most-loaded zone",
"category": "utilization",
"index": 6
},
{
"name": "avg_remaining_proc_time",
"description": "Average remaining processing time for waiting jobs",
"category": "system",
"index": 7
},
{
"name": "std_remaining_proc_time",
"description": "Std deviation of remaining processing times",
"category": "system",
"index": 8
},
{
"name": "throughput_last_30min",
"description": "Jobs completed per minute in the last 30 minutes",
"category": "queue",
"index": 9
},
{
"name": "breakdown_flag",
"description": "1 if any station is currently broken, else 0",
"category": "system",
"index": 10
},
{
"name": "n_broken_stations",
"description": "Number of stations currently under repair",
"category": "system",
"index": 11
},
{
"name": "lunch_break_flag",
"description": "1 if shift is currently in lunch break (t=300-360), else 0",
"category": "system",
"index": 12
},
{
"name": "surge_multiplier",
"description": "Current time-of-day arrival rate multiplier",
"category": "system",
"index": 13
},
{
"name": "batch_pending_flag",
"description": "1 if a truck batch arrival is imminent",
"category": "system",
"index": 14
},
{
"name": "avg_priority_weight",
"description": "Average priority weight of waiting jobs",
"category": "system",
"index": 15
},
{
"name": "max_tardiness_so_far",
"description": "Maximum job tardiness observed so far",
"category": "timing",
"index": 16
},
{
"name": "sla_breach_rate_current",
"description": "Fraction of completed jobs that breached SLA",
"category": "timing",
"index": 17
},
{
"name": "disruption_intensity",
"description": "[NOVEL] Composite disruption score: breakdowns + lunch + surge",
"category": "disruption",
"index": 18
},
{
"name": "queue_imbalance",
"description": "[NOVEL] Coefficient of variation of queue sizes across zones",
"category": "disruption",
"index": 19
},
{
"name": "job_mix_entropy",
"description": "[NOVEL] Shannon entropy of job-type distribution in queue",
"category": "disruption",
"index": 20
},
{
"name": "time_pressure_ratio",
"description": "[NOVEL] Fraction of waiting jobs with Critical Ratio < 1",
"category": "disruption",
"index": 21
},
{
"name": "pct_type_A",
"description": "[NOVEL] Fraction of waiting jobs of type A (standard)",
"category": "system",
"index": 22
},
{
"name": "pct_type_B",
"description": "[NOVEL] Fraction of waiting jobs of type B (picking-intensive)",
"category": "system",
"index": 23
},
{
"name": "pct_type_C",
"description": "[NOVEL] Fraction of waiting jobs of type C (value-add)",
"category": "system",
"index": 24
},
{
"name": "pct_type_D",
"description": "[NOVEL] Fraction of waiting jobs of type D (complex/bulk)",
"category": "system",
"index": 25
},
{
"name": "pct_type_E",
"description": "[NOVEL] Fraction of waiting jobs of type E (express)",
"category": "system",
"index": 26
},
{
"name": "count_type_A",
"description": "[NOVEL] Absolute count of waiting type-A jobs",
"category": "system",
"index": 27
},
{
"name": "count_type_B",
"description": "[NOVEL] Absolute count of waiting type-B jobs",
"category": "system",
"index": 28
},
{
"name": "count_type_C",
"description": "[NOVEL] Absolute count of waiting type-C jobs",
"category": "system",
"index": 29
},
{
"name": "count_type_D",
"description": "[NOVEL] Absolute count of waiting type-D jobs",
"category": "system",
"index": 30
},
{
"name": "count_type_E",
"description": "[NOVEL] Absolute count of waiting type-E jobs",
"category": "system",
"index": 31
}
]
} |