Analysis of pipe systems with sensor devices
An infrastructure and methods for the analysis of flow in pipe systems. In a preferred form, the infrastructure and methods account for energy status of a sensor device and wear cost functions. The infrastructure comprises a controller and a plurality of sensor devices coupled to the pipe system to collect measurements related to one or more of the following: vibration, magnetic field, fluid pressure, temperature, humidity, chemical composition of the fluid, fluid flow or fluid throughput. The controller has access to a database containing one or both of—(i) current energy status of a sensor device and/or (ii) a cost allocation relating to use of a sensor device and assigns workloads using energy status and/or cost.
1. A system of sensor devices connected to a pipe system transporting a fluid, comprising:
a plurality of sensor devices operatively coupled to the pipe system to collect measurements related to one or more of the following: vibration, magnetic field, fluid pressure, temperature, humidity, chemical compensation of the fluid, fluid flow or fluid throughput;
each sensor device having a power source, a current energy status and a network connector;
a network connecting a number of said sensor devices through said network connectors;
a controller connected to the network and to the number of sensor devices and to a database containing (i) current energy status of a sensor device battery power source, and (ii) a cost of a workload relating to use of a sensor device;
the controller being operable to assign one or more workloads to one or more of said number of sensor devices based on at least said cost of a workload relating to use of a sensor device, where said cost includes energy used from said sensor device battery power source in performing said workload and time to restore energy to said sensor device battery power source after performing said workload,
the controller being operable to command operation of one or more of said number of sensor devices based on said assigned workloads by communicating through the network to said sensor devices.
2. The system of claim 1 , said current energy status comprising charge status of said sensor device battery power source.
3. The system of claim 1 , further comprising said cost of a workload comprising wear schedule of a sensor device before required maintenance and a cost of the required maintenance.
4. The system of claim 1 , further comprising said cost of a workload comprising wear schedule of at least one of said sensor devices before failure of said at least one sensor device.
5. The system of claim 1 , said assigned workloads also based on priority of workload.
6. The system of claim 1 , an assigned workload being performed conditionally based at least in part on a fluid pressure in the pipe system.
7. The system of claim 1 , one of said assigned workloads comprising fluid flow rate at a location in the pipe system.
8. The system of claim 7 , an assigned workload being performed conditionally based at least in part on said fluid flow rate, said workload comprising determining flow rate at said location over a time interval to determine fluid throughput in the pipe system.
9. The system of claim 7 , an assigned workload being performed conditionally based at least in part on said fluid flow rate, said workload comprising determining fluid throughput at another location and comparing the fluid throughput at the locations to determine fluid leaks.
10. The system of claim 1 , wherein said controller communicates through the network to a sensor device using a peer to peer scheme.
11. The system of claim 1 , the pipe system comprising a municipal potable water distribution system and the sensor devices being distributed over a wide geographic area.
12. The system of claim 1 , said workload comprising one or more jobs comprising recording sensor signals, sending cached data, performing maintenance tasks.
13. The system of claim 1 , said cost comprising one or more of predicted battery charge after workload completion, wear of components, battery charge level restoration, loss of battery capacity.
14. A method of operating a network of sensor devices connected to a pipe system transporting a fluid, comprising:
determining an energy status of a battery power source connected to a number of said sensor devices;
assigning a scheduled workload for one or more sensor devices based at least on a cost of a workload relating to use of a sensor device, where said cost includes energy used from said sensor device battery power source in performing said scheduled workload and time to restore energy to said sensor device battery power source after performing said scheduled workload; and
communicating the scheduled workload to a sensor device if said cost is below a threshold level.
15. The method of claim 14 , the assigned workloads of said sensor devices comprising collecting measurements related to one or more of the following: vibration, magnetic field, fluid pressure, temperature, humidity, chemical compensation of the fluid, fluid flow or fluid throughput.
16. The method of claim 15 , recording the measurements in a database and analyzing said measurements to determine a current state of the pipe system.
17. The method of claim 14 , determining the energy status at least one of said sensor devices based at least in part on a charge status of said battery power source powering said at least one sensor device.
18. The method of claim 14 , determining said cost of a workload based on a wear schedule of a sensor device before required maintenance and a cost of the required maintenance.
19. The method of claim 14 , using said assigned workload for determining one or more of—back pressure in the pipe system, fluid flow rate at a location in the pipe system, fluid throughput in the pipe system, fluid leaks.