Waste management system implementing remote auditing
A system is disclosed for auditing waste retrieved by a service vehicle. The system may have an optical sensor mountable onboard the service vehicle and configured to capture image data associated with the waste as the waste falls into the service vehicle during completion of a waste service activity. The system may also have at least one controller in communication with the optical sensor and being configured to generate at least one of an alert and a recommendation regarding a mix of the waste based on the image data.
1. A system for auditing waste retrieved by a service vehicle, comprising:
an optical sensor configured to capture image data associated with waste as the waste falls into the service vehicle during completion of a waste service activity;
at least one sensor configured to generate a signal indicative of a start of the waste service activity; and
at least one controller in communication with the sensor and the optical sensor, the at least one controller being configured to:
selectively activate the optical sensor based on the signal indicative of the start of the waste service activity;
determine characteristics of a mix of the waste based on the image data, the mix of the waster including recyclable and non-recyclable waste;
generate at least one of an alert and a recommendation regarding the mix of the waste based on the determination; and
transmit instructions causing a scheduling adjustment based on the at least one of the alert or recommendation.
2. The system of claim 1 , wherein the recommendation includes a recommendation to recycle or amass a portion of the waste based on the mix of the waste.
3. The system of claim 1 , wherein the sensor is at least one of a location sensor, a lift sensor, an accelerometer, a pressure sensor, and an acoustic sensor.
4. The system of claim 1 , wherein the sensor is associated with a power source or a drivetrain of the service vehicle, and wherein the signal is indicative of power used to perform a waste service activity.
5. The system of claim 1 , further including a locating device configured to generate a location signal that is indicative of a location of the service vehicle, wherein the at least one controller is further configured to provide the at least one of the alert and the recommendation to a particular customer based on the location signal.
6. The system of claim 1 , wherein the image data is video of the waste falling into the service vehicle.
7. The system of claim 1 , wherein the at least one controller is configured to determine the mix of the waste in real time as the waste falls into the service vehicle.
8. The system of claim 7 , wherein the optical sensor is modular and configured to be connected to the service vehicle periodically.
9. The system of claim 1 , wherein the optical sensor is mountable onboard the service vehicle.
10. The system of claim 1 , wherein:
the at least one controller is configured to determine the mix of the waste based on machine learning.
11. The system of claim 10 , wherein:
the at least one controller is configured to determine the mix of the waste using machine learning based on programmed recognition patterns associated with the mix of the waste.
12. The system of claim 10 , wherein patterns associated with the mix of the waste include at least one of patterns shape, size, color, frequency, and order.
13. The system of claim 1 , wherein:
the system further includes a display and an input device; and
the at least one controller is further configured to:
show the image data on the display; and
receive input from a user via the input device indicative of visual observations of the waste made by the user when viewing the image data.
14. The system of claim 1 , wherein:
the at least one controller includes:
an audit controller located remotely from the service vehicle; and
an onboard controller in communication with the audit controller; and
the optical sensor communicates with the onboard controller wirelessly.
15. The system of claim 14 , further including a communication device configured to transmit the image data live from the onboard controller to the audit controller.
16. The system of claim 14 , wherein the image data is stored within a memory of optical sensor or the onboard controller for later download to the audit controller.
17. The system of claim 1 , wherein the at least one controller is further configured to selectively adjust a schedule of the service vehicle after retrieving the waste based on the mix of the waste.
18. A method for performing an audit of waste retrieved by a service vehicle, the method comprising:
sensing a start of a waste service activity;
capturing image data of waste as the waste falls into the service vehicle during completion of the waste service activity after the start of the waste service activity has been sensed;
determining characteristics of a mix of the waste based on the image data, the mix of the waste including recyclable and non-recyclable waste;
generating at least one of an alert and a recommendation regarding the mix of the waste based on the determination; and
transmit instructions causing a scheduling adjustment based on the at least one of the alert or recommendation.
19. The method of claim 18 , further including:
showing the image data to a user;
receiving input from the users that is indicative of visual observations of the waste made by the user when viewing the image data.
20. A non-transitory computer readable medium containing computer-executable programming instructions for performing an audit of waste retrieved by a service vehicle, the instructions comprising:
sensing a start of waste service activity;
capturing image data of waste as the waste falls into the service vehicle during completion of a waste service activity after the start of the waste service activity has been sensed;
determining characteristics of a mix of the waste based on the image data, the mix of the waste including recyclable and non-recyclable waste;
generating at least one of an alert and a recommendation regarding a mix of the waste based on the determination; and
transmitting instructions causing a scheduling adjustment based on the at least one of the alert or recommendation.