Datasets:
CJJones
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Vehicle_Diagnostics_LLM_Training_Sample

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Status: normal (level 1)
Fault Code: P0720
Performance: 1.0 efficiency
Material: carbon-fiber
Measurements:
fluid-level=0.71 ratio
torque=506.78 Nm
shift-time=0.31 seconds
fluid-temperature=92.59 °C
Parameters:
efficiency=0.92 percent
load=83.98 percent
temperature=61.32 °C
power=45.98 kW
vibration=0.01 mm/s
health_index=72.50 percent
Temporal Data:
temp_over_time=[61.6, 67.8, 69.0, 65.0, 65.9, 68.4] °C
power_trend=[42.9, 37.5, 57.2, 35.2, 39.0, 57.7] kW
performance_trend=[0.8, 0.9, 1.2, 1.2, 0.8, 1.0] efficiency
Notes: Observed symptoms: hard shifting. Diagnostic trouble code: P0720. Diagnostic scan performed at 1751287335251. Recommended maintenance interval: 1 months. Recommended actions: seal inspection, filter replacement.
Maintenance Recommendations: seal inspection, filter replacement
Input: Generate comprehensive vehicle diagnostic for sedan electrical system, config=enhanced
Output: Diagnostic ID=d5ce25b8-464d-438b-ae32-9e6d6fdacaf0
Vehicle Type: sedan
System: electrical
Configuration: enhanced
Status: optimal (level 0)
Performance: 1.0 voltage_stability
Material: plastic
Measurements:
wear-level=0.84 ratio
operating-time=1422.46 hours
Parameters:
efficiency=1.00 percent
load=35.85 percent
temperature=35.64 °C
power=15.57 kW
vibration=3.16 mm/s
health_index=100.00 percent
Sensors:
current=17.2 A
voltage=39.3 V
Temporal Data:
temp_over_time=[39.3, 36.4, 38.0, 34.9, 39.2, 37.6] °C
power_trend=[12.7, 18.0, 16.7, 14.9, 20.2, 19.0] kW
performance_trend=[0.9, 0.9, 1.1, 0.9, 1.0, 1.2] voltage_stability
Notes: Diagnostic scan performed at 1751287335249. Recommended maintenance interval: 4 months.
Input: Generate comprehensive vehicle diagnostic for commercial air-brakes system, config=performance
Output: Diagnostic ID=fe853572-4d68-416b-87c9-cf5e2f728bff
Vehicle Type: commercial
System: air-brakes
Configuration: performance
Status: normal (level 1)
Fault Code: U0121
Performance: 0.7 performance_index
Material: steel
Measurements:
wear-level=0.34 ratio
operating-time=1928.27 hours
Parameters:
efficiency=0.95 percent
load=52.65 percent
temperature=41.57 °C
power=15.26 kW
vibration=4.66 mm/s
health_index=78.41 percent
Temporal Data:
temp_over_time=[50.9, 53.6, 47.3] °C
power_trend=[15.9, 11.9, 11.5] kW
performance_trend=[0.8, 0.8, 0.8] performance_index
Notes: Observed symptoms: performance issues. Diagnostic trouble code: U0121. Diagnostic scan performed at 1751287335270. Recommended maintenance interval: 9 months. Recommended actions: system inspection, connector check.
Maintenance Recommendations: system inspection, connector check
Input: Generate comprehensive vehicle diagnostic for truck hydraulics system, config=optimized
Output: Diagnostic ID=283671cb-0984-476a-80ea-d5654d141cd2
Vehicle Type: truck
System: hydraulics
Configuration: optimized
Status: normal (level 1)
Fault Code: U0155
Performance: 0.8 performance_index
Material: aluminum
Measurements:
wear-level=0.74 ratio
operating-time=1925.94 hours
Parameters:
efficiency=0.91 percent
load=60.50 percent
temperature=44.71 °C
power=34.64 kW
vibration=2.51 mm/s
health_index=80.35 percent
Temporal Data:
temp_over_time=[62.4, 67.1, 74.1, 72.1, 72.0, 64.5, 67.2] °C
power_trend=[44.4, 35.4, 30.6, 30.3, 41.0, 36.4, 33.3] kW
performance_trend=[0.9, 0.9, 0.8, 0.8, 0.9, 0.7, 1.0] performance_index
Notes: Observed symptoms: performance issues. Diagnostic trouble code: U0155. Diagnostic scan performed at 1751287335270. Recommended maintenance interval: 10 months. Recommended actions: diagnostic scan, system inspection, software update.