Remote monitoring of engine performance using accelerometers
A method for aligning cycles of an engine conditioning monitoring system includes: receiving data corresponding to a TDC angle of an engine from a crank angle sensor; receiving data from one or more accelerometers for each cylinder of the engine, the received data including vibration amplitude data; analyzing vibration amplitude data from the one or more accelerometers in relation to data corresponding to the TDC angle of the engine; characterizing vibration data using segmental band analysis, wherein segmental bands of the segmental band analysis correspond to valve closure angles of the engine; identify cylinders for which analyzed vibration amplitude data in relation to the TDC angle of the engine are out of phase; and align vibration amplitude data by shifting analyzed vibration amplitude data relative to the TDC angle of the engine such that vibration amplitude data is aligned with the TDC angle of the engine.
1. A method for aligning cycles of an engine conditioning monitoring system, the method comprising:
receiving data corresponding to a TDC angle of an engine from a crank angle sensor in sensory contact with the engine;
receiving data from one or more accelerometers in sensory contact with each cylinder of the engine, the received data including vibration amplitude data;
analyzing vibration amplitude data from the one or more accelerometers in relation to data corresponding to the TDC angle of the engine;
characterizing vibration data from the one or more accelerometers using segmental band analysis, wherein segmental bands of the segmental band analysis correspond to valve closure angles of the engine;
identify cylinders for which analyzed vibration amplitude data in relation to the TDC angle of the engine are out of phase; and
align vibration amplitude data by shifting analyzed vibration amplitude data relative to the TDC angle of the engine such that vibration amplitude data is aligned with the TDC angle of the engine.
2. The method of claim 1 , further comprising providing a visual interface on a display of a computer and visually displaying vibration amplitude data on the display of the computer.
3. The method of claim 1 , further comprising identifying valve timing errors using the segmental band analysis.
4. The method of claim 3 , further comprising identifying valve timing errors based on determined early and late closing of valves as compared to specifications of the engine.
5. The method of claim 1 , further comprising displaying condition information in proximity to a visual representation of cylinders of the engine.
6. The method of claim 5 , further comprising displaying a condition graph in proximity to cylinders of the engine, wherein the condition graph represents a condition of each cylinder of the engine.
7. A method for analyzing performance of an engine, the method comprising:
receiving data corresponding to a TDC angle of an engine from a crank angle sensor in sensory contact with the engine;
receiving data from one or more accelerometers in sensory contact with each cylinder of the engine, the received data including vibration amplitude data;
aligning received data corresponding to the TDC angle of the engine with received data from the one or more accelerometers;
applying segmental banding to the aligned received data corresponding to the TDC angle of the engine and the received data from the one or more accelerometers;
analyzing vibration amplitude data from the one or more accelerometers to determine one or more parameters for segmental bands;
identifying one or more events based on the one or more parameters for segmental bands, the one or more events selected from the group consisting of piston slap, detonation, exhaust blowdown, exhaust valve closure, intake valve closure, fuel valve malfunction, compression leak, pin abnormality, rod abnormality, bushing abnormality, or bearing abnormality; and
deriving a key performance indicator score for a health category of the engine based on the one or more identified events, the health category selected from the group consisting of valve train health, combustion health, and running gear health.
8. A method of visually displaying engine cylinder health data to an operator of the engine, the method comprising:
receiving data corresponding to a TDC angle of an engine from a crank angle sensor in sensory contact with the engine;
receiving data from one or more accelerometers in sensory contact with each cylinder of the engine, the received data including vibration amplitude data;
aligning received data corresponding to the TDC angle of the engine with received data from the one or more accelerometers;
applying segmental banding to the aligned received data corresponding to the TDC angle of the engine and the received data from the one or more accelerometers;
analyzing vibration amplitude data from each segmental band to generate a health score for each segmental band;
displaying a visual representation of the engine including a visual representation of relative positions of each cylinder of the engine and;
displaying a visual graph in proximity to the displayed visual representation of the engine, the visual graph displaying relative amplitudes for health scores for each segmental band.