The present invention relates to a sorption-based sensing system.
In the fields of flow measurement, flow control and environmental monitoring, it is often necessary to employ fluid sensors for sensing various characteristics, such as the presence, concentration and level, of selected species in fluids. Considerations for fluid sensors include cost of manufacture, robustness to hostile environments and accuracy of the sensor. A potential application for fluid sensors may be for real time and continuous monitoring of trace materials in fluid-carrying apparatuses such as reservoirs, storage tanks, pipelines and flow streams. These fluid-carrying apparatuses may also be remote and unmanned. It would be beneficial to provide sensors with the above considerations in mind, or at least provide an alternative sensor.
According to a first aspect of the invention there is provided a sensing system for sensing multiple selected species in a fluid, the sensing system including:
an optical conduit for guiding light from an input end to an output end, the optical conduit including a sorptive portion having a set of different sorption properties associated with the multiple selected species, the sorptive portion adapted to be positioned in the fluid to reversibly sorb at least one of the multiple selected species to vary an optical characteristic of the sorptive portion;
a detector for detecting at least one feature of the light at the output end associated with the optical characteristic; and
an analyzer for determining at least one attribute of at least one of the multiple selected species in the fluid based on the detected feature.
The sorptive portion may include multiple sorptive elements each exhibiting a subset of the set of different sorption properties. The multiple sorptive elements may each be adapted to sorb a different one or more of the multiple selected species.
The multiple sorptive elements may be multiple sorptive sections of an optical fiber. Alternatively the multiple sorptive elements may be multiple sorptive sections in respective multiple optical fibers.
At least one of the multiple sorptive elements may include a reactive component and a host component that co-operate to provide a desired sorption property of the sorptive element.
The optical characteristic of the sorptive portion may include light confinement characteristic responsive to sorption of one or more of the multiple selected species. In this instance, the at least one feature of the light detected may include optical power.
Alternatively or additionally the optical characteristic of the sorptive portion may include spectroscopic characteristic responsive to sorption of one or more of the multiple selected species. In this instance, the at least one feature detected may include spectral information.
Each of the different sorption properties may be selected from a group consisting of: an absorption property, an adsorption property and an ion-exchange property.
Each sorptive element may include a sorptive outer layer. The sorptive outer layer may include an absorptive cladding layer of an optical fiber. Alternatively or additionally, the sorptive outer layer may include an adsorptive coating layer of an optical fiber.
The optical conduit may include a non-sorptive element for calibration.
The input end and output end may be opposite ends of the optical conduit. Alternatively the input end and output end may be the same end of the optical conduit.
The light source may include a pulsed light source. The pulsed light source may include a pulsed laser.
The light source may include a multi-wavelength light source.
According to a second aspect of the invention there is provided a method for operating a sensing system for sensing multiple selected species in a fluid, the method including the steps of:
providing light to be guided in an optical conduit from an input end to an output end, the optical conduit including a sorptive portion having a set of different sorption properties associated with the multiple selected species, the sorptive portion adapted to be positioned in the fluid to reversibly sorb at least one of the multiple selected species to vary an optical characteristic of the sorptive portion;
detecting at least one feature of the light at the output end associated with the optical characteristic; and
determining at least one attribute of at least one of the multiple selected species in the fluid based on the detected feature.
The step of determining at least one attribute may include determining the presence and/or concentration of the plurality of selected species. The step of determining the presence and/or concentration of the plurality of selected species may include performing a statistical analysis of the detected features. The step of performing a statistical analysis may include performing a principal component analysis.
Further aspects of the present invention and further embodiments of the aspects described in the preceding paragraphs will become apparent from the following description, given by way of example and with reference to the accompanying drawings.
Sensing System
Described herein is a sorption-based sensing system and a method of operating the sensing system. Embodiments of the sensing system facilitate sensing of one or more of multiple selected species in a fluid, and in some cases, differentiating between two or more of the multiple selected species in the fluid. The described sensing system relies on detecting variation in optical characteristics of an optical conduit due to sorption of selected species by a sorptive portion of the optical conduit. Because the sorptive portion is adapted to exhibit a set of different sorption properties with respect to the multiple selected species, the variation in the optical characteristics of the optical conduit contains information indicating the attributes, such as the presence and concentration, of any one or more of the multiple species in the fluid. The variation in the optical characteristics may be ascertained by probing the sorptive portion with the light from a light source.
Light source 114 may include a laser, such as a pulsed laser. Light source 114 may also include a multi-wavelength light source or a free-electron laser. In one example, the light source may be a broadband light source, such as a white light or supercontinuum light source. In another example, the multi-wavelength light source includes a laser array configured to emit light at one or more wavelengths.
Computer processing system 122 also has one or more input/output interfaces 134 which allow the system 122 to interface with a plurality of input/output devices 136. As will be appreciated, a wide variety of input/output devices may be used, for example keyboards, pointing devices, touch screens, touch-screen displays, displays, microphones, speakers, hard drives, solid state drives, flash memory devices and the like. Computer processing system 122 also has one or more communications interfaces 138, such as Network Interface Cards, allowing for wired or wireless connection to a communications network 140 such as a local or wide area network.
Computer processing system 122 stores in memory and runs one or more applications allowing operators to operate the device system 122. Such applications will typically comprise at least an operating system such as Microsoft Windows, Apple OS X, Unix, Linux or Android.
The description hereinafter refers to the configuration of sensing system 101 relying on detecting backward propagating light due to Rayleigh scattering. It should be appreciated by a skilled person that the described principles are also applicable to sensing system 100, or sensing system 101 relying on detecting backward propagating light due to reflection or retroreflection. Also, hereinafter, an “input end” refers to the end of the optical conduit receiving light as an input and the output end refers to the end of the optical conduit providing light as an output. Accordingly, the input end and output end may be opposite ends of the optical conduit, or the same end of the optical conduit.
Sorptive Portion
Sorptive portion 105 has a set of different sorption properties associated with the multiple selected species. The different sorption properties may each be any one or any combination of an absorption property, an adsorption property and an ion-exchange property. In use, the sorptive portion reversibly sorbs at least one of the multiple selected species to vary an optical characteristic of sorptive portion 105. An advantage of the sorptive portion being reversibly sorptive is that any increase or decrease in concentration of the selected species may be monitored in substantially real time.
The schematic figure shows a separation between sorptive elements 202a, 202b and 202c. This is for clarity of illustration. In practice, the coiled regions may be closely adjacent to one another so that all the elements are exposed to substantially the same fluid.
In
In
In the arrangements of
Each sorptive element may include a reactive component and a host component that co-operate to provide the desired sorptive properties for the sorptive element. The role of the reactive component is to functionalise the host component of the sorptive element, such that the host component is securely adhered to or embedded in the optical conduit while the reactive component reacts (e.g. forms a bond) with a corresponding species. When the reactive component reacts with the corresponding species, an optical characteristic of the sorptive portion (e.g. absorption coefficient, absorption spectrum or dispersive characteristic) can be varied. An example is a paint primer used to provide a key for a fluorescent coating. In this example, the fluorescent coating(s) can be regarded as a reactive component, reacting to external stimuli (e.g. chemicals or UV light) to produce a signal or a variation in an optical characteristic at a certain wavelength or wavelengths. The fluorescent coating(s) can, in some cases, however be difficult to be applied directly to a substrate (e.g. a metal surface) and so a primer may be used to create a stable surface to support the fluorescent material. Doing so functionalises the primer which has adsorption properties to the substrate. Alternatively the fluorescent material may be mixed in with the primer.
Forward propagating light 104 may continue to propagate to another fluid, in which another sorptive portion (e.g. a set of multiple sorptive sections or a single sorptive section) may be positioned, and subsequently detected by detector 108. Further, in the arrangement shown in
Hereinafter sensing system 101 is described primarily with reference to the example using the arrangement of
Depending on the variation of the optical characteristic to be relied upon, detector 108 may be correspondingly configured to detect a different feature of the light at the output end.
Variation in Light Confinement
In one arrangement, the optical characteristic of the sorptive portion responsive to the sorption of one or more species may include light confinement. In this instance, the detected feature of the light may include optical power. Determination of species attributes using variation in light confinement may be understood as follows.
Optical fiber 200 has a core surrounded by a cladding. The cladding may in turn be surrounded by a coating. Optical fiber 200 is designed such that the refractive index of the core (ncore) is higher than that of the cladding (nclad). In a simplified model using geometrical or ray optics, light is understood to be confined in the core by total internal reflection when light rays are incident on the core-cladding interface at an angle greater than the critical angle. In a more realistic model using physical or wave optics, light is understood to be guided in substantial confinement in the core, with a portion of light extending into the cladding as evanescent field. The degree to which the evanescent field is extended into the cladding is a function of ncore and nclad. In general, a smaller difference between ncore and nclad results in a lesser degree of light confinement in the core and more evanescent field extending into the cladding. In practice, because the cladding is not infinitely thick, the evanescent field further extends into the coating or the space (e.g. air) surrounding optical fiber 200 giving rise to confinement loss as light propagates along optical fiber 200. As a result, any change in the refractive index of the cladding or the coating leads to a change in confinement loss.
As mentioned, optical fiber 200 includes multiple sorptive sections 202a, 202b and 202c. Each sorptive section has a different sorption property associated with one or more of the plurality of selected species. Each sorptive section may be engineered such that one or more selected species is sorbed differentially into a sorptive outer layer, such as an absorptive cladding or an adsorptive coating, of the sorptive portion. Sorption of species into the cladding and/or coating gives rise to a change, such as an increase or a decrease, in their refractive indices. For example, an increase of refractive index in the cladding and/or coating in turn gives rise to an increase in confinement loss as light propagates along optical fiber 200. The description hereinafter refers to an increase of refractive index without loss of generality. A skilled person in the relevant art would appreciate the described arrangements are also applicable to sorptive section where sorption of a species causes a decrease in refractive index.
Furthermore, guided light in optical fiber 200 propagating in the forward direction may experience backscattering, such as Rayleigh scattering 104, in an opposite direction. In sensing system 101, light source 114 is a pulse laser and is configured to regularly launch light pulses into a proximal end of optical fiber 200 in the forward direction 104, whereas detector 108 is configured to receive and detect at the proximal end at least one feature of the backward propagating light 106. The detected feature may contain information as to any change in, or otherwise associated with, confinement loss in the sorptive sections arising from the presence of any one of the plurality of selected species. Analyzer 110 may be configured to determine one or more attributes, such as the presence, or the concentration and ratio, of the plurality of selected species in the fluid based on the detected feature.
In one example, detector 108 is configured to measure the average optical power of the backward propagating light 106 against the time it takes for the backscattered light pulses to return. By measuring the average optical power, which is affected by light confinement loss, the presence and/or the concentration of the plurality of selected species in the fluid may be estimated. By measuring the round-trip time of the light pulses, the round-trip distance travelled by the light pulses (and hence distance d from the proximal end of optical fiber 200) may be estimated by d=ct/(2neff) where t is the round-trip time, c is the speed of light in vacuum and neff is the effective refractive index of optical fiber 200.
In practice, even when only one selected species is present in fluid 112, all three sorptive sections 202a, 202b and 202c may have an increased confinement loss.
The absolute extent of a power drop for each of the three sorptive sections may also provide information of concentration of the selected species. In general, a larger power drop indicates a greater confinement loss, which in turns indicates a decreased difference between ncore and nclad and hence a greater concentration of the species. The relative extent of a power drop among the three sorptive sections may provide information of the presence of the selected one or more species.
Accordingly, analyzer 110 may be configured to apply a statistical analysis, such as principal component analysis, to resolve the respective presence and/or concentrations of each selected species. Principal component analysis is a numerical iteration procedure, which begins with an initial guess for the concentrations (including zero to indicate the absence thereof) of each selected species, computes expected power drops and compares with the detected power drops at each of t1, t2 and t3. The procedure may then adjust the concentrations of each selected species, recompute expected power drops and recompare with the detected power drops. The concentrations of each selected species may be re-adjusted at each subsequent iteration. The procedure may terminate when a threshold correlation between the expected power drops and the detected power drops is obtained. In general, a greater number of sorptive elements provides better selectivity of the species present and better sensitivity of the species concentration. Other suitable statistical analysis, such as canonical correlation, may be used.
To improve spatial accuracy or relax the pulse duration requirements, sorptive sections 202a, 202b and 202c may be in the form of a coil. For example, assuming an effective index of 1.5, a light pulse of 1 ns duration has a spatial length of approximately d=ct/(neff)=(3.0×108)×(1×10−9)/1.5=0.2 m. Therefore, a 2 metre long sorptive section coiled into a space of 0.2 m may relax the pulse duration to approximately 10 ns. Alternatively, coiling in this manner and still using light pulses of 1 ns duration may improve the spatial resolution to approximately 0.02 m.
Variation in Spectroscopic Characteristics
In another arrangement, the optical characteristic of the sorptive portion responsive to the sorption of particular species may include spectroscopic characteristics. In this instance, the at least one feature of the light detected may include spectral information. The optical conduit of
Sorption portion 105 may be embedded or coated with a material to exhibit a first spectral response to sorption of a first selected species and a second spectral response to sorption of a second selected species. The spectral response may be a specific transmission spectrum, for example, a power loss at a particular wavelength.
In response to sorption of both the first and the second species, sorption portion 105 may exhibit a spectral response which is a combination of the first and the second responses. In other words, sorption portion 105 may act like a spectral filter in response to sorption of any one of more of the multiple selected species.
In one arrangement, detector 108 is configured to measure the spectral information, such as spectral content, of the backward propagating light 106.
Analyzer 110 may include a spectral information database storing the spectral response of each selected species. Analyzer 110 may be configured to determine the spectral response to which a particular selected species is observed, in which case analyzer 110 may determine that the particular one of the selected species is present in fluid 112.
The extent of a spectral power drop may indicate the concentration of the corresponding species. In general, a larger power drop indicates a greater confinement loss, which in turns indicates a decreased difference between ncore and nclad and hence a greater concentration of the corresponding species.
In practice, sorptive portion 105 may exhibit multiple spectral responses to sorption of multiple selected species. Furthermore, spectral responses for different species overlap. In this instance, analyzer 110 may be configured to apply principal component analysis to resolve the respective presence and/or concentrations of each selected species. The principal component analysis may begin with an initial guess for the concentration of each selected species, computes an expected spectral response and compares with the detected response. The procedure may then adjust the concentrations of each selected species, recompute an expected spectral response and recompare with the detected response. The concentration of each selected species may be re-adjusted at each iteration, and the procedure may terminate when a threshold correlation between the expected response and the detected response is obtained.
Method
At step 502, light is provided by, for example, light source 104 to be guided in an optical conduit from an input end to an output end. The optical conduit includes a sorptive portion having a set of different sorption properties associated with the multiple selected species. The sorptive portion is adapted to be positioned in the fluid to reversibly sorb at least one of the multiple selected species to vary an optical characteristic of the sorptive portion.
At step 504, for each of the sorptive elements, at least one feature of the light at the output end associated with optical characteristic is detected by, for example, detector 106.
At step 506, at least one attribute of at least one of the multiple selected species in the fluid is determined based on the detected feature by, for example, analyzer 110. In some embodiments, analyzer 110 is configured to determine the presence and/or concentration of the plurality of selected species by principal component analysis.
The step of determining includes determining the presence and/or concentration of the plurality of selected species by principal component analysis.
Emulsions
In an application, the sensing system is used to indicate the relative concentration of two phase-separated or immiscible species, such as water and oil, forming an emulsion. Using a water-oil emulsion as the target sensing example, the sensing system includes an oleophilic sorptive element, which attracts and sorbs oil in the emulsion, and a hydrophilic sorptive element, which attracts and sorbs water in the emulsion. The detector may be configured to detect a power drop or spectral information as discussed above. The power drop or spectral information may be associated with the variation in light confinement or spectroscopic characteristic of the sorptive elements. The analyzer may be configured to determine the relative concentration of water and oil in the emulsion based on the detected power drop or spectral information.
Now that embodiments of the sensing system are described, it should be apparent to the skilled person in the art that the described sensing system has the following advantages:
The sensing system may facilitate monitoring of leakage of harmful or hazardous materials;
The use of optical fibers allows for long-range monitoring, with the range limited by length of the fiber and the propagation loss of the optical fiber;
Real time and continuous measurement of, for example, hydrocarbon-contaminated water and water-contaminated hydrocarbons (liquid or gas phase), as well as for other trace materials in flow streams are possible;
The sensing system is applicable to settings near plant as well as remote unmanned locations such as deep sea infrastructure, or down-hole environments;
The sensing system allows control systems to take executive actions based on measurements. This in turn enables direct control of multi-phase separators in place of indirect level control to achieve the required level of separation performance.
The sensing system allows discharges to be controlled based on similar executive control actions as an integral part of the overall process control system. The impact of this is to simplify the design of separation systems and reduce size and costs as well as optimization of performance (e.g. higher throughput and reduced chemical usage).
The sensing system enables faster response times to allow more compact facilities with reduced hold-up which can be positioned on the sea bed in deep water, reducing field development costs and increase reserves recovery.
It will be understood that the invention disclosed and defined in this specification extends to all alternative combinations of two or more of the individual features mentioned or evident from the text or drawings. For example, optical conduit 102 may include more (e.g. hundreds) or fewer (e.g. down to 1) sorptive elements. Optical conduit 102 may be optical waveguides other than optical fibers or slab waveguides. All of these different combinations constitute various alternative aspects of the invention.