Datasets:
CJJones
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Vehicle_Diagnostics_LLM_Training_Sample

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Fault Code: B1500
Performance: 1.0 voltage_stability
Material: rubber
Measurements:
wear-level=0.42 ratio
operating-time=8420.81 hours
Parameters:
efficiency=0.92 percent
load=58.92 percent
temperature=33.61 °C
power=43.32 kW
vibration=3.54 mm/s
health_index=89.39 percent
Sensors:
current=0.6 A
voltage=126.5 V
Temporal Data:
temp_over_time=[31.2, 34.5, 29.8, 29.6] °C
power_trend=[34.1, 46.1, 31.9, 42.0] kW
performance_trend=[0.9, 1.0, 1.1, 0.9] voltage_stability
Notes: Observed symptoms: warning lights. Diagnostic trouble code: B1500. Diagnostic scan performed at 1751287335489. Recommended maintenance interval: 10 months. Recommended actions: voltage test, current draw test, wiring inspection.
Maintenance Recommendations: voltage test, current draw test, wiring inspection
Input: Generate comprehensive vehicle diagnostic for truck payload system, config=basic
Output: Diagnostic ID=2c3ab25f-c4a7-4404-b005-c646232dd4a3
Vehicle Type: truck
System: payload
Configuration: basic
Status: normal (level 1)
Fault Code: U0155
Performance: 0.9 performance_index
Material: plastic
Measurements:
wear-level=0.71 ratio
operating-time=245.56 hours
Parameters:
efficiency=0.88 percent
load=69.73 percent
temperature=40.34 °C
power=40.38 kW
vibration=0.09 mm/s
health_index=78.68 percent
Temporal Data:
temp_over_time=[62.5, 56.4, 54.7, 55.2, 56.5, 62.5] °C
power_trend=[30.1, 35.9, 50.9, 36.6, 43.9, 39.8] kW
performance_trend=[0.8, 0.8, 0.8, 0.9, 0.9, 0.7] performance_index
Notes: Observed symptoms: performance issues. Diagnostic trouble code: U0155. Diagnostic scan performed at 1751287335488. Recommended maintenance interval: 12 months. Recommended actions: software update, system inspection, connector check.
Maintenance Recommendations: software update, system inspection, connector check
Input: Generate comprehensive vehicle diagnostic for commercial engine system, config=standard
Output: Diagnostic ID=d4273b2b-d785-4741-aa9d-87b4350c167f
Vehicle Type: commercial
System: engine
Configuration: standard
Status: normal (level 1)
Fault Code: P0010
Performance: 374.6 hp
Material: titanium
Measurements:
oil-temperature=79.31 °C
oil-pressure=46.41 psi
compression=136.92 psi
rpm=4318.28 rpm
Parameters:
efficiency=0.93 percent
load=91.59 percent
temperature=107.28 °C
power=394.38 hp
vibration=3.45 mm/s
health_index=74.47 percent
Sensors:
oxygen_sensor=0.51 V
knock_sensor=163.0 mV
maf_sensor=9.63 g/s
Temporal Data:
temp_over_time=[82.2, 84.9, 83.3] °C
power_trend=[455.4, 475.4, 333.0] hp
performance_trend=[449.0, 427.7, 395.3] hp
Notes: Observed symptoms: rough idle. Diagnostic trouble code: P0010. Diagnostic scan performed at 1751287335488. Recommended maintenance interval: 2 months. Recommended actions: oil change, fuel system cleaning, timing belt inspection.
Maintenance Recommendations: oil change, fuel system cleaning, timing belt inspection
Input: Generate comprehensive vehicle diagnostic for commercial emissions system, config=enhanced
Output: Diagnostic ID=bced6617-b200-4669-95ed-eaa9991d616b
Vehicle Type: commercial
System: emissions
Configuration: enhanced
Status: warning (level 3)
Fault Code: U0121
Performance: 0.8 performance_index
Material: rubber
Measurements:
wear-level=0.60 ratio
operating-time=6214.76 hours
Parameters:
efficiency=0.86 percent
load=56.83 percent
temperature=52.17 °C
power=27.82 kW
vibration=4.44 mm/s
health_index=48.91 percent