System and method for solution constituent and concentration identification
A system and method are disclosed for determining a constituent and/or concentration of a solid dissolved in a liquid. In one embodiment, a method is provided to interrogate and identify a liquid in a medical container.
1. A method of identifying a constituent and a concentration of a solid dissolved in a solution contained in a container, comprising:
providing an input radio frequency (RF) signal to the solution; receiving at least one of a reflected RF signal and a coupled RF signal; analyzing the received RF signal in at least one of a frequency domain and a time domain for a measurement to which a Partial Least Squares (PLS) regression has been applied;
applying a first set of PLS functions to the received RF signal to determine a value of a constituent of the solid dissolved in the solution;
applying a second set of PLS functions to the RF signal to determine a value of a concentration of the solid dissolved in the solution;
comparing the value of the constituent and the value of the concentration of the solid dissolved in the solution against one or more baseline measurements in a database;
where the comparing further comprises comparing one or more of a number of peaks, location of peaks, shape of peaks and amplitude of peaks; and
identifying the constituent and the concentration of the solid dissolved in the solution from the compared measurements.
2. The method of claim 1 , wherein identifying the constituent and the concentration of the solid dissolved in the solution comprises identifying a drug/solution mixture contained in the container.
3. The method of claim 2 , further comprising creating a set of PLS functions for each drug concentration.
4. The method of claim 3 , where the first set of PLS functions to identify the constituent and the second set of PLS functions to identify the concentration are the different.
5. The method of claim 3 , where a single set of PLS function identifies the constituent and the concentration.
6. The method of claim 1 , wherein the container comprises at least one of an intravenous (IV) bag and a syringe.
7. The method of claim 1 , where the value of the concentration comprises an average of a plurality of values.
8. The method of claim 1 , where the value of the constituent comprises an average of a plurality of values.
9. The method of claim 1 , where the first set of PLS functions is formulated for at least one of solids over all dosage ranges combined into a single training set, solids broken into small ranges, solids broken into a first dosage and a second dosage, and each solid dosage combination including a PLS function.
10. An apparatus for identifying the identity of a liquid sample in a container, comprising:
a radio frequency (RF) signal generator producing an RF frequency between 100 MHz and 15 GHz positioned to interrogate a liquid sample contained in a container;
a receiver positioned to receive at least one of a reflected RF signal and a coupled RF signal;
a processor for processing at least one of the received RF signals, the processor programmed to:
analyze the received RF signal in at least one of a frequency domain and a time domain for a measurement to which a Partial Least Squares (PLS) regression has been applied;
apply a first set of PLS functions to the received RF signal to determine a value of a constituent of the solid dissolved in the solution;
apply a second set of PLS functions to the RF signal to determine a value of a concentration of the solid dissolved in the solution;
compare the value of the constituent and the value of the concentration of the solid dissolved in the solution against one or more baseline measurements in a database;
where the comparing further comprises comparing one or more of a number of peaks, location of peaks, shape of peaks and amplitude of peaks; and
identify the constituent and the concentration of the solid dissolved in the solution from the compared measurements.
11. The apparatus of claim 10 , wherein identifying the constituent and the concentration of the solid dissolved in the solution comprises identifying a drug/solution mixture contained in the container.
12. The apparatus of claim 11 , further comprising creating a set of PLS functions for each drug concentration.
13. The apparatus of claim 12 , where the first set of PLS functions to identify the constituent and the second set of PLS functions to identify the concentration are the different.
14. The apparatus of claim 12 , where a single set of PLS function identifies the constituent and the concentration.
15. The apparatus of claim 10 , wherein the container comprises at least one of an intravenous (IV) bag and a syringe.
16. The apparatus of claim 10 , where the value of the concentration comprises an average of a plurality of values.
17. The apparatus of claim 10 , where the value of the constituent comprises an average of a plurality of values.
18. The apparatus of claim 10 , where the first set of PLS functions is formulated for at least one of solids over all dosage ranges combined into a single training set, solids broken into small ranges, solids broken into a first dosage and a second dosage, and each solid dosage combination including a PLS function.