From: A chemical accident cause text mining method based on improved accident triangle
Cluster no | Accident types | High-frequency keyword | Main causes of accidents |
---|---|---|---|
0 | Traffic accident, fire accident, mechanical injury accident, fall down accident, scald accident | Carelessness, vehicle, collision, fracture, fire, smoke, short circuit, crush injury, overhaul, violation, non-standard, maintenance, disassembly, cleaning, safety rope, slip, fall, high temperature, scald | Weak safety awareness, failure to take protective measures, non-standard operation, untimely communication, untimely equipment maintenance, circuit short circuit, and pipeline leakage |
1 | Production accident | Induced draft fan, electric motor, circuit board, bearing, switch, damage, fault, temperature, over high, burn out, trip, stop | Equipment failure, induced damage to draft fan parts, electric motor damage, over-temperature, switch trip |
2 | Production accident | Low temperature, high temperature, Economizer, boiler, pipeline, water wall leakage, rupture, leakage point, water level, rise, furnace, pressure, rise, boiler shutdown, maintenance | Economizer leak, pipe rupture, water wall rupture |
3 | Production accident, environmental pollution accident | Compressor, coke oven gas, flow, pressure, liquid level, too low, rise, fluctuation, interlocking, overrun, trip, shutdown, flare, black smoke, alarm | Significant fluctuation of gas flow/ liquid level/ pressure/ temperature, excessive vibration amplitude, damage to compressor components, pipe blockage, and flange leakage |
4 | Production accident | Angle valve, pulverized coal, gasifier, quench chamber, sundries, trip, shutdown | Untimely removal of sundries, malfunction, and excessive fluctuation of process parameters |