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Running
File size: 3,011 Bytes
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"timestamp": "2026-03-01T18:17:13.338956",
"quality_predictions": {
"Hardness": {
"median": 87.48033202649566,
"lower": 66.58260924203077,
"upper": 108.18538045724371
},
"Friability": {
"median": 0.9297629095967226,
"lower": 0.5733631147104541,
"upper": 1.3188047424983087
},
"Disintegration_Time": {
"median": 6.8348896023000085,
"lower": 5.35005050514742,
"upper": 11.095619593546976
},
"Dissolution_Rate": {
"median": 90.37072977046346,
"lower": 87.86361575213759,
"upper": 95.13980959910036
},
"Content_Uniformity": {
"median": 97.41187215782452,
"lower": 94.05952469593208,
"upper": 100.99231660853724
}
},
"carbon_impact": {
"total_kwh": -0.2990677146445373,
"carbon_kg": -0.24523552600852058,
"energy_cost_inr": -2.3925417171562984
},
"golden_score": {
"golden_score": 35.8,
"dtw_score": 89.5,
"cosine_score": 0.0,
"feature_score": 0,
"status": "POOR"
},
"anomalies": {
"Preparation": {
"risk_score": 89.8,
"risk_level": "HIGH",
"asset": "Feed Conveyor System",
"anomaly_minute": 10
},
"Granulation": {
"risk_score": 0.0,
"risk_level": "INSUFFICIENT_DATA",
"asset": "Granulator Motor",
"anomaly_minute": null
},
"Drying": {
"risk_score": 79.5,
"risk_level": "HIGH",
"asset": "Dryer Heater Element",
"anomaly_minute": 53
},
"Milling": {
"risk_score": 0.0,
"risk_level": "INSUFFICIENT_DATA",
"asset": "Mill Drive",
"anomaly_minute": null
},
"Blending": {
"risk_score": 89.0,
"risk_level": "HIGH",
"asset": "Blender Drive Motor",
"anomaly_minute": 83
},
"Compression": {
"risk_score": 67.3,
"risk_level": "MEDIUM",
"asset": "Tablet Press",
"anomaly_minute": 126
},
"Coating": {
"risk_score": 94.7,
"risk_level": "HIGH",
"asset": "Coating Pan Drive",
"anomaly_minute": 159
},
"Quality_Testing": {
"risk_score": 72.9,
"risk_level": "HIGH",
"asset": "Inspection System",
"anomaly_minute": 191
}
},
"operator_constraints": {
"energy_priority": 0.3,
"quality_priority": 0.7,
"hardness_min": 80.0,
"friability_max": 1.0,
"dissolution_min": 92.0,
"carbon_reduction_pct": 0.0,
"max_energy_kwh": 999.0
},
"parameter_recommendations": {},
"optimized_pareto_options": []
} |