Retrofit intelligent compaction analyzer
A method, apparatus and system for providing an estimate of the level of compaction of a layer of pavement materials in real time. In some embodiments, a Retrofit Intelligent Compaction Analyzer (RICA) processor of a RICA device receives vibrational energy data from a sensor module which corresponds to impact responses of a drum of a roller machine during compaction of a pavement material over a section of pavement. The RICA processor also receives temperature data from the sensor module, determines an estimated level of compaction in real time of the section of pavement based on the vibrational energy data, pavement material characteristics data and the temperature data, and displays a density level percentage of the section of pavement on a display device for viewing by an operator of the roller machine.
1. A method for providing an estimate of the level of compaction of a layer of pavement materials in real time, comprising:
receiving, by a Retrofit Intelligent Compaction Analyzer (RICA) processor from a sensor module, vibrational energy data corresponding to impact responses of at least one drum of a roller machine during compaction of a pavement material over a section of pavement;
receiving, by the RICA processor from the sensor module, temperature data generated by at least one infrared temperature sensor over the section of pavement;
determining, by the RICA processor, an estimated level of compaction in real time of the section of pavement by:
monitoring the fundamental frequency of vibrations of the at least one drum of the roller machine during compaction as the at least one roller drum moves in both a forward and a backward direction over the section of pavement;
extracting an average vibrational energy at each of the harmonics of the fundamental frequency by filtering accelerometer data from at least one accelerometer;
normalizing the average vibrational energy of the harmonics in the accelerometer data; and
grouping the average vibrational energy at the fundamental frequency and the harmonics into a predetermined number of vibratory clusters reflecting increasing levels of compaction; and
displaying, by the RICA processor on a display device, a density level percentage of the section of pavement based on the estimated level of compaction for viewing by an operator of the roller machine.
2. The method of claim 1 , further comprising displaying, by the RICA processor on the display device, an indication of the uniformity of compaction achieved by a roller pass of the roller machine over the section of pavement.
3. The method of claim 1 , further comprising displaying, by the RICA processor on the display device, an indication of a mat temperature over the section of pavement.
4. The method of claim 1 , further comprising relating, by the RICA processor utilizing a smoothing function, data associated with the vibratory clusters into an estimated level of compaction.
5. The method of claim 4 , further comprising:
relating, by the RICA processor, the estimated level of compaction into one or more density measurements determined from cores extracted from known locations; and
expressing, by the RICA processor, the estimated level of compaction as a percentage Theoretical Maximum Density (% TMD).
6. The method of claim 1 , further comprising at least one of:
storing, by the RICA processor in a storage device, the estimated level of compaction; and
transmitting, by the RICA processor, the estimated level of compaction to a remote server.
7. The method of claim 1 , further comprising:
receiving, by the RICA processor from a GPS device, geospatial location data of the roller machine as it traverses the section of pavement;
associating, by the RICA processor, the geospatial location data with the estimated level of compaction data; and
transmitting, by the RICA processor, the geospatial location data and associated estimated level of compaction data to a remote computer.
8. The method of claim 7 , further comprising storing, by the RICA processor in a storage device, the geospatial location data and the associated estimated level of compaction data.
9. The method of claim 1 , further comprising:
receiving, by the RICA processor from a second RICA processor of a second RICA device associated with a second roller machine, a second estimated level of compaction associated with operation of the second roller machine over the section of pavement; and
displaying, by the RICA processor on the display device based on the second estimated level of compaction, a second density level percentage for use by the operator of the roller machine to determine how to achieve a desired compaction level.
10. A Retrofit Intelligent Compaction Analyzer (RICA) device for providing an estimate of the level of compaction of a layer of pavement materials in real time comprising:
a RICA processor;
a communication device operably connected to the RICA processor;
a display device operably connected to the RICA processor;
a sensor module operably connected to the RICA processor; and
a storage device operably connected to the RICA processor, wherein the storage device stores processor executable instructions which when executed cause the RICA processor to:
receive vibrational energy data from the sensor module, the vibrational energy data corresponding to impact responses of at least one drum of a roller machine during compaction of a pavement material over a section of pavement;
receive temperature data from the sensor module, the temperature data generated by at least one infrared temperature sensor over the section of pavement;
determine an estimated level of compaction in real time of the section of pavement by:
monitoring the fundamental frequency of vibrations of the at least one drum of the roller machine during compaction as the at least one roller drum moves in both a forward and a backward direction over the section of pavement;
extracting an average vibrational energy at each of the harmonics of the fundamental frequency by filtering accelerometer data from at least one accelerometer;
normalizing the average vibrational energy of the harmonics in the accelerometer data; and
grouping the average vibrational energy at the fundamental frequency and the harmonics into a predetermined number of vibratory clusters reflecting increasing levels of compaction; and
display a density level percentage of the section of pavement on the display device for viewing by an operator of the roller machine, wherein the density level percentage is based on the estimated level of compaction.
11. The apparatus of claim 10 , wherein the storage device stores further processor executable instructions which when executed cause the RICA processor to display an indication of the uniformity of compaction achieved by a roller pass of the roller machine over the section of pavement on the display device.
12. The apparatus of claim 10 , wherein the storage device stores further processor executable instructions which when executed cause the RICA processor to display an indication of a mat temperature over the section of pavement on the display device.
13. The apparatus of claim 10 , wherein the storage device stores further processor executable instructions which when executed cause the RICA processor to at least one of:
store the estimated level of compaction in the storage device; and
transmit the estimated level of compaction to a remote server.
14. The apparatus of claim 10 further comprising a GPS device operably connected to the RICA processor, and wherein the storage device stores further processor executable instructions which when executed cause the RICA processor to:
receive geospatial location data of the roller machine from the GPS device as it traverses the section of pavement;
associate the geospatial location data with the estimated level of compaction data; and
transmit the geospatial location data and associated estimated level of compaction data to a remote computer.
15. The apparatus of claim 14 , wherein the storage device stores further processor executable instructions which when executed cause the RICA processor to store the geospatial location data and the associated estimated level of compaction data in the storage device.
16. The apparatus of claim 10 , wherein the storage device stores further processor executable instructions which when executed cause the RICA processor to:
receive a second estimated level of compaction associated with operation of a second roller machine over the section of pavement from a second RICA processor of a second RICA device associated with a second roller machine; and
display a second density level percentage on the display device based on the second estimated level of compaction for use by the operator of the roller machine to determine how to achieve a desired compaction level.