System and method for assessing sand flow rate
Embodiments of the present disclosure include a method including receiving first impact data. The method includes receiving second impact data. The method includes applying a first filter to both the first impact data and the second impact data. The method includes applying a second filter to both the first impact data and the second impact data. Filtering includes time and frequency based discriminating filter to isolate specific signatures that representatively indicate impact signatures generated by the sand on the interrogator. The method includes comparing the first impact data and the second impact data for corresponding signatures. The method includes identifying a corresponding signature in both the first impact data and the second impact data. The method includes determining the corresponding signature meets a threshold criterion. The method includes determining one or more particulate properties based at least in part on the corresponding peak.
1. A computing device, comprising:
a microprocessor; and
memory including instructions that, when executed by the microprocessor, cause the computing device to:
obtain impact data corresponding to energy transfer within a flow line from two or more sensors, the energy transfer associated with solid particles within a fluid in the flow line;
apply at least one filter to the impact data, the at least one filter discriminating noise within the impact data;
identify a signature in the impact data;
extract an envelope from at least a portion of the impact data, the envelope corresponding to a region of the impact data comprising the one signature;
determine a characteristic of the signature that meets a criteria; and
determine a property of at least one of the fluid or the solid particles, based at least in part on the characteristic of the signature.
2. The computing device of claim 1 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the computing device to:
obtain first impact data from a first sensor of the two or more sensors;
obtain second impact data from a second sensor of the two or more sensors; and
combine the first impact data and the second impact data to form the impact data, the combination comprising correlating the first impact data and the second impact data.
3. The computing device of claim 1 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the computing device to:
apply a second filter to the impact data, the second filter including one or more wavelet coefficients.
4. The computing device of claim 1 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the computing device to:
receive flow data from a fluid sensor in fluid communication with the flow line, the flow data comprising at least one of a temperature of the fluid, a volumetric flow rate of the fluid, a phase of the fluid, a volume fraction of the fluid, or a mass flow rate of the fluid.
5. The computing device of claim 1 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the computing device to:
determine an erosion rate, based at least in part on the property; and
transmit a signal to one or more flow control devices to regulate a flow of the fluid.
6. The computing device of claim 1 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the computing device to:
determine a size of one or more solid particles; and
generate a particle distribution map indicative of a range of sizes of the one or more solid particles.
7. The computing device of claim 1 , wherein the characteristic is an amplitude of the signature.
8. A solids management system for determining a property of a flow within a flow line, the system comprising:
a solids detector arranged along a flow line, the flow line transporting a fluid having solid particles, the solids detector comprising:
a receptor extending at least partially into the flow line;
a first sensor coupled to a first end of the receptor; and
a second sensor coupled to the second end of the receptor; wherein the solid particles transmit energy to the receptor, upon impact, and the energy is measured by the first sensor and the second sensor;
a microprocessor; and
memory including instructions that, when executed by the microprocessor, cause the solids management system to:
obtain first impact data from the first sensor corresponding to the energy transmitted to the receptor by the solid particles;
obtain second impact data from the second sensor corresponding to the energy transmitted to the receptor by the solid particles;
apply a filter to the first impact data and to the second impact data, the at least one filter reducing noise within the first impact data and to the second impact data;
identify a signature in the first impact data and in the second impact data, the signature including a rising portion and a decaying portion, a characteristic of the signature being indicative of a quantity of energy transmitted to the receptor;
determine a characteristic of the identified signature meets a criteria; and
determine a property of at least one of the fluid or the solid particles, based at least in part on the characteristic of the identified signature.
9. The solids management system of claim 8 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the solids management system to:
multiply the first impact data and the second impact data together, the multiplication correlating corresponding signatures and reducing non-corresponding noise in the impact data.
10. The solids management system of claim 8 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the solids management system to:
determine an erosion rate, based at least in part on the property; and
transmit a signal to one or more flow control devices to regulate a flow of the fluid.
11. The solids management system of claim 8 , wherein the memory includes instructions that, when executed by the microprocessor, further cause the computing device to:
apply a second filter to the first impact data and the second impact data, the second filter including one or more wavelet coefficients.