Research Article

Research into Power Transformer Health Assessment Technology Based on Uncertainty of Information and Deep Architecture Design

Table 1

Distribution of transformer indicators.

PartSingle indicator

BodyH2 contentC2H2 content
C2H4 contentC2H6 content
CH4 contentTotal hydrocarbon content
Absolute gas production rate of H2Absolute gas production rate of C2H2
Absolute gas production rate of total hydrocarbonRelative gas production rate of total hydrocarbon
Absolute CO gas production rateAbsolute CO2 gas production rate
Initial difference of winding DC resistanceImbalance rate of winding DC resistance
Apparent dischargeCore grounding current
Core insulation resistancePolarization index
Winding insulation resistanceWinding absorption ratio
Initial difference of short-circuit impedanceImbalance rate of short-circuit impedance
Difference of winding voltage to initial valueInitial difference of winding capacitance
Loss factor of oil mediumFurfural content
Winding frequency response testInsulation paper degree of polymerisation
CO contentCO2 content
Water content in oilWinding dielectric loss

BushingH2 contentC2H2 content
CH4 contentDielectric loss factor of bushing
Initial difference of bushing capacitanceInsulation resistance of bushing end screen
Insulation resistance of bushingInfrared image analysis
C2H4 contentTotal hydrocarbon content
Bushing leakageBushing oil level indicator

OLTCTap switch oil level indicationOil filter for tap changer
Tap changer respiratorLimit device of tap changer
Tap positionTap switch slide
Tap leakageTap switch control loop
Tap switch transmission mechanismAction characteristics of tap changer
Number of tap changersTap switch oil pressure

Cooler systemOil flow relay stateRadiator working state
Fan, oil pump, water pump stateCooler system motor operation
Cooler control system stateā€‰

Nonelectric protective deviceThermometer indicationOil level indicator indication
Gas relay malfunctionPressure release valve malfunction
Consistency from a distanceā€‰