Big data analysis system for engine quality detection and prediction
US-2024362488-A1 · Oct 31, 2024 · US
US10365197B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10365197-B2 |
| Application number | US-201615579334-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jun 6, 2016 |
| Priority date | Jun 12, 2015 |
| Publication date | Jul 30, 2019 |
| Grant date | Jul 30, 2019 |
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An optical particle sensor has at least first and second threshold settings applied to an optical sensor or a sensor signal to obtain first and second optical sensor readings. The first and second optical sensor readings are processed to determine a parameter which is dependent on a type of pollution event. The parameter is used to determine from at least one of the first and second optical sensor readings a mass of all particles below a first particle size. In this way the mass of all particles below a desired size can be evaluated, even though the optical sensor may not be responsive to the smallest particles.
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The invention claimed is: 1. An optical particle sensor, comprising: an optical sensor which generates a sensor signal, wherein the sensor signal or an analysis of the sensor signal is controllable by applying a threshold setting, wherein the threshold setting dictates a particle size detection range captured by the sensor signal; and a controller adapted to: apply at least first and second different threshold settings and receive corresponding first and second optical sensor readings; process the first and second optical sensor readings to determine therefrom a parameter which is dependent on a type of pollution event and thereby identify the pollution event; and use a particle size profile which relates to the identified pollution event to determine from at least one of the first and second optical sensor readings a mass of all particles below a first particle size. 2. The sensor as claimed in claim 1 , wherein the optical sensor is only sensitive to particles above a second particle size, below the first particle size. 3. The sensor as claimed in claim 1 , wherein the first threshold setting is for detecting a wider range of particle sizes than the second threshold setting. 4. The sensor as claimed in claim 1 , wherein the controller is adapted to modify one of the first and second optical sensor readings based on the parameter to derive the sensed mass of all particles below the first particle size. 5. The sensor as claimed in claim 1 , wherein the optical sensor provides at least one of a measure of counts per unit time and a measure of low pulse occupancy percentage after digitization of an analog signal by a comparator, wherein for providing a measure of low pulse occupancy percentage, the optical sensor comprises a light source and a light detector for measuring scattered signal pulses and the controller is adapted to provide a count of scattered signal pulses exceeding a height threshold and to determine a proportion of time during which there is detection above the height threshold. 6. The sensor as claimed in claim 1 , comprising a display for displaying information conveying the mass of all particles below the first particle size, wherein the controller is adapted to generate a first mass signal and a second, moving average, mass signal, wherein the first mass signal is a real time sensor signal or a moving average signal averaged over a shorter duration than the second mass signal, and the processor is adapted to provide an output for display comprising one of the first and second mass signals. 7. The sensor as claimed in claim 5 , wherein the controller is adapted to process the first and second optical sensor readings by: combining a particle count per unit time for the first threshold setting and a low pulse occupancy rate for the second threshold setting; or combining a particle count per unit time for the first threshold setting and a particle count per unit time for the second threshold setting. 8. The sensor as claimed in claim 6 , wherein the controller is adapted to select one of the first and second mass signals in dependence on a difference between them. 9. An optical particle sensing method, comprising: operating an optical sensor to generate a sensor signal, controlling the sensor or analyzing the generated sensor signal by applying at least first and second different threshold settings to obtain first and second sensor readings, wherein the different threshold settings dictate a corresponding particle size detection range captured by the sensor signal; processing the first and second optical sensor readings to determine therefrom a parameter which depends on a type of pollution event and thereby identify the type of pollution event; and using a particle size profile which relates to the identified pollution event to determine from at least one of the first and second optical sensor readings a mass of all particles below a first particle size. 10. A The method as claimed in claim 9 , comprising: processing the first and second optical sensor readings by combining a particle count per unit time for the first threshold setting and a low pulse occupancy rate for the second threshold setting; or processing the first and second optical sensor readings by combining a particle count per unit time for the first threshold setting and a particle count per unit time for the second threshold setting. 11. The method as claimed in claim 9 , wherein the first threshold setting is for detecting a wider range of particle sizes than the second threshold setting. 12. The method as claimed in claim 9 , comprising modifying one of the first and second optical sensor readings based on the parameter and thereby deriving the mass of all particles below the first particle size. 13. The method as claimed in claim 9 , comprising displaying information conveying the mass of all particles below the first particle size, wherein the method further comprises generating a first mass signal and a second, moving average, mass signal, wherein the first mass signal is a real time sensor signal or a moving average signal averaged over a shorter duration than the second mass signal, and displaying one of the real time mass signal and the moving average signal. 14. The method as claimed in claim 9 , wherein the first and second optical sensor readings are taken sequentially at a same sensor location or simultaneously at different sensor locations. 15. A nontransitory medium encoded with a computer program comprising computer code which is adapted, when run on a computer, to implement an optical particle sensing method, comprising: operating an optical sensor to generate a sensor signal, controlling the sensor or analyzing the generated sensor signal by applying at least first and second different threshold settings to obtain first and second sensor readings, wherein the different threshold settings dictate a corresponding particle size detection range captured by the sensor signal; processing the first and second optical sensor readings to determine therefrom a parameter which depends on a type of pollution event and thereby identify the type of pollution event; and using a particle size profile which relates to the identified pollution event to determine from at least one of the first and second optical sensor readings a mass of all particles below a first particle size.
Methods for single or grouped particles · CPC title
the analysis being performed on a sample stream · CPC title
Investigating concentration of particle suspensions (by weighing G01N5/00; investigating sedimentation of particle suspensions G01N15/04; investigating individual particles G01N15/10) · CPC title
by optical means · CPC title
Gaseous flow · CPC title
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