Devices and techniques relating to landfill gas extraction
Devices and techniques related to landfill gas extraction are disclosed. A technique for controlling extraction of landfill gas from a landfill through a gas extraction system is described. The method may include measuring a plurality of values indicating conditions associated with the landfill; computing, based at least in part on the plurality of values and on a model of the landfill, a predicted future state of the landfill; determining, based at least in part on the predicted future state of the landfill, one or more control parameters for one or more respective control devices configured to control operation of the gas extraction system; applying the one or more control parameters to the one or more respective control, and with the one or more control devices, controlling extraction of the landfill gas from the landfill based, at least in part, on the one or more respective control parameters.
1. A method for controlling extraction of landfill gas from a landfill through a gas extraction system, the method comprising:
measuring a plurality of values indicating conditions associated with the landfill;
using at least one computing device to perform:
computing, based at least in part on the measured plurality of values and on a model of the landfill, a predicted future state of the landfill;
determining, based at least in part on the predicted future state of the landfill, one or more control parameters for one or more respective control devices configured to control operation of the gas extraction system;
causing the one or more control devices to control extraction of the landfill gas based, at least in part, one the one or more respective control parameters at least in part by applying the one or more control parameters to the one or more respective control devices of the gas extraction system;
determining an actual state of the landfill; and
adapting the model of the landfill based, at least in part, on the predicted future state of the landfill and the determined actual state of the landfill.
2. The method of claim 1 , wherein computing the predicted future state of the landfill comprises predicting one or more attributes of a portion of the landfill gas in a future time period.
3. The method of claim 1 , wherein computing the predicted future state of the landfill comprises computing the predicted state based, at least in part, on environmental data indicating one or more environmental conditions associated with the landfill.
4. The method of claim 1 , wherein measuring the plurality of values indicating conditions associated with the landfill comprises determining composition of one or more portions of the landfill gas at one or more respective locations in the landfill.
5. The method of claim 1 , wherein computing the predicted future state of the landfill comprises computing the predicted future state of the landfill based at least on an atmospheric pressure and/or an ambient temperature.
6. The method of claim 1 , wherein determining the one or more control parameters comprises determining the one or more control parameters based at least in part on predicted future electrical power demand and/or an energy content of the landfill gas extracted from the landfill.
7. The method of claim 1 , further comprising using the one or more control devices to control extraction of the landfill gas from the landfill based, at least in part, on the one or more respective control parameters, and wherein controlling extraction of the landfill gas from the landfill comprises controlling a flow rate and/or composition of the landfill gas extracted from the landfill.
8. The method of claim 1 , wherein determining the one or more control parameters comprises determining the one or more control parameters based, at least in part, on electrical power data including past electrical power consumption, past electrical power prices, predicted future electrical power demand, and/or predicted future electrical power prices.
9. The method of claim 1 , wherein determining the one or more control parameters comprises determining the one or more control parameters based, at least in part, on a target level of compliance with one or more regulations applicable to the landfill.
10. The method of claim 1 , wherein adapting the model of the landfill comprises:
adapting the model based, at least in part, on a difference between the predicted future state of the landfill and the determined actual state of the landfill.
11. The method of claim 1 , further comprising:
computing at least one coupling parameter for modeling interaction between a plurality of wells in fluid communication with each other through trash in the landfill.
12. An apparatus for controlling extraction of landfill gas from a landfill through a gas extraction system, the apparatus comprising:
at least one sensor configured to measure one or more characteristics of landfill gas extracted from the landfill;
at least one flow control mechanism configured to control a flow rate of the landfill gas extracted from the landfill;
one or more processors located remotely from the at least one flow control mechanism and configured to wirelessly communicate with the at least one flow control mechanism; and
at least one computer-readable storage medium storing instructions which, when executed by the one or more processors, cause the apparatus to perform a method including:
determining, using at least one measurement obtained using the at least one sensor, concentration of a first gas in the landfill gas extracted from the landfill;
determining whether the concentration of the first gas is different from a target concentration of the first gas; and
when it is determined that the concentration of the first gas is different from the target concentration of the first gas, controlling the at least one flow control mechanism to change concentration of the first gas in the landfill gas being extracted from the landfill.
13. The gas extraction system of claim 12 , wherein the at least one flow control mechanism comprises at least one valve, and wherein controlling the at least one flow control mechanism to change the concentration of the first gas comprises changing one or more valve settings of the at least one valve.
14. The gas extraction system of claim 12 , wherein the first gas is one of methane, oxygen, carbon dioxide, carbon monoxide, hydrogen sulfide, and nitrogen.
15. The gas extraction system of claim 12 , wherein the at least one sensor comprises a sensor to detect a concentration of methane in the landfill gas extracted from the landfill.
16. The gas extraction system of claim 12 , wherein determining whether the measured concentration of the first gas is different from the target concentration of the first gas comprises determining whether the measured concentration of the first gas is less than the target concentration by a threshold amount.
17. A gas extraction system for controlling extraction of landfill gas from a landfill, the system comprising:
at least one sensor configured to measure one or more characteristics of landfill gas extracted from the landfill;
one or more control devices disposed in well piping and configured to control flow rates of the landfill gas through the well piping;
and
one or more processors located remotely from the one or more control devices and configured to wirelessly communicate with the one or more control devices, the one or more processors further configured to:
determine, using at least one measurement obtained by the at least one sensor, a flow rate of extracted landfill gas through the one or more control devices and a concentration of methane in the extracted landfill gas;
determine a measure of energy content of the extracted landfill gas based at least on the measured flow rate and the measured concentration of methane in the extracted landfill gas;
determine whether the measured energy content is different from a target energy content; and
when it is determined that the measured energy content is different from the target energy content, control the one or more control devices to change energy content of landfill gas being extracted from the landfill.
18. The gas extraction system of claim 17 , wherein the one or more control devices comprise one or more valves, and wherein controlling the one or more control devices to change energy content of the landfill gas being extracted from the landfill comprises changing one or more valve settings of the one or more valves.
19. The gas extraction system of claim 17 , wherein controlling the one or more control devices to change energy content of the landfill gas being extracted from the landfill comprises controlling the one or more control devices to change a quantity of methane being extracted from the landfill in a given period of time.
20. The gas extraction system of claim 17 , wherein determining the measure of energy content of the extracted landfill gas comprises determining a quantity of methane being extracted using the measured flow rate and the measured concentration of methane.
21. The gas extraction system of claim 17 , wherein the one or more processors are further configured to control the one or more control devices to establish or maintain a target level of compliance with one or more regulations applicable to the landfill.