On-chip spectroscopic sensors with optical fringe suppression
An on-chip spectroscopic sensor includes a tunable diode laser. A laser driver for drives the tunable diode laser. An analyte test cavity receives a chemical sample and exposes the received chemical sample to light from the tunable diode laser. An optical detector detects light emerging from the analyte test cavity as a result of the laser exposure. A spectral analyzer determines a spectrum of the emerging light, matches and removes one or more known optical fringe patterns from the determined spectrum, and determines a composition or concentration of the chemical sample from the optical fringe pattern-removed spectrum.
1. A method for detecting fugitive methane gas, comprising:
installing a spectroscopic sensor apparatus into a calibration tool;
using the spectroscopic sensor apparatus within the calibration tool to identify a plurality of optical fringe patterns at regular temperature increments within a predetermined temperature range;
store the plurality of optical fringe patterns within a database;
configure the spectroscopic sensor apparatus by constructing a background removal model that is configured to detect one or more of the plurality of optical fringe patterns while correcting for laser frequency ramping instabilities by allowing each of the plurality of optical fringe patterns to be stretched/contracted;
removing the configured spectroscopic sensor apparatus from the calibration tool;
installing the configured spectroscopic sensor apparatus to a final location; and
using the spectroscopic sensor apparatus installed at the final location to detect fugitive methane,
wherein using the spectroscopic sensor apparatus to detect fugitive methane includes:
acquiring a subsequent spectrum using the spectroscopic sensor apparatus;
removing background from the acquired subsequent spectrum using the constructed background removal model; and
identifying the presence of fugitive methane by analyzing the background-removed spectrum, and
wherein the background removal model is constructed using the formula:
I t ( v ( t ))= I 0 ( v ( t ))× e −σ(v(t))NL ×fringe background
where v(t) represents laser frequency as a function of time, I t presents transmitted laser intensity or equivalently the measured spectrum, I 0 represents incident laser intensity, σ represents cross section of light absorption by a single particle, L represents optical pathlength of the sensor, and N represents analyte concentration.
2. The method of claim 1 , wherein the predetermined temperature range is from 20° C. to 30° C. and the regular temperature intervals are 1×10 −40 C.
3. The method of claim 1 , wherein the plurality of optical fringe patterns are stored within the database in correspondence with a temperature of acquisition and in the background removal model is further used to determine a current temperature by determining a temperature that corresponds to a matched optical fringe pattern of the plurality of optical fringe patterns.
4. The method of claim 1 , wherein configure the spectroscopic sensor apparatus further includes copying the database to the spectroscopic sensor apparatus.
5. The method of claim 1 , wherein the background removal model allows for least-mean-squares (LMS) fitting.
6. The method of claim 1 , wherein each of the plurality of optical fringe patterns is allowed to be stretched/contracted by adjusting the laser frequency axis v(t).
7. The method of claim 1 , wherein the final location is a methane conduit or facility handling methane.