DIOL AND TRIOL SENSORS AND ASSOCIATED METHODS
A sensor for sensing diols and triols includes a substrate, a conductive coating, and two electrodes. The conductive coating is disposed on the substrate and has affinity for binding with a substance selected from the group consisting of diols, triols, and a combination thereof. The conductive coating includes PEDOT:PSS and a humectant, which together constitute at least 95 weight percent of the conductive coating. The two electrodes are in contact with the conductive coating to probe conductivity of the conductive coating so as to detect the substance from a reduction of the conductive coating's conductivity.
This application is a continuation of application Ser. No. 16/656,482, filed on Oct. 17, 2019, which claims the benefit of priority from U.S. Patent Application Ser. No. 62/747,590, filed on Oct. 18, 2018, which is incorporated herein by reference in its entirety.
BACKGROUNDA diol is an organic chemical compound that has two hydroxyl (OH) groups, and a triol is an organic chemical compound that has three hydroxyl groups. The hydroxyl groups are functional groups that enable the chemical compound to participate in certain types of chemical reactions and form certain types of bonds with other chemical compounds.
An electronic cigarette is a handheld, electronic device that heats and aerosolizes a nicotine-containing liquid “vape solution” to form a vapor. The vape solution typically includes propylene glycol (a diol) and/or glycerol (a triol) to help form the vapor and thus serve as a carrier for the nicotine. Electronic cigarettes have been touted as a healthier alternative to conventional cigarette smoking and as a tool to help cigarette smokers quit smoking. However, after their initial introduction, the use of electronic cigarettes has quickly expanded to other groups than cigarette smokers addicted to nicotine. “Vaping” devices are used to inhale marijuana vapor as well as nicotine vapor, and nicotine vaping in particular is now used by populations that likely would not have taken up the use of nicotine in any other form.
Compact vaping devices (e.g., Juul devices from Juul Labs) with flavored nicotine solution (for example as provided in Juul pods) are in widespread use among teenagers, thus creating nicotine addiction in a group that has not already picked up smoking of conventional cigarettes. In addition to nicotine addiction, there is growing concern over the health impact of other compounds known to be in the vapor, such as certain carcinogenic organic compounds and heavy metals. Also, although propylene glycol is generally considered non-toxic, studies have shown that propylene glycol (typically a primary vapor component), when heated to form the vapor, may produce the carcinogen propylene oxide. Recently, use of the products has led to several deaths for reasons not understood at the present time.
The use of compact vaping devices, such as Juul devices, is easily concealed. The devices are the size of a thumb drive, and their use leaves no lingering cigarette smoke or cigarette breath.
SUMMARYOne aspect of the present invention includes the realization that a sensor for detecting vaping can be a valuable tool in stopping and preventing the use of vaping and thus limit the harmful effects thereof. Another aspect of the present invention includes the realization that real-time sensing of these compounds would be desirable to quickly and accurately sense vaping. The present embodiments provide real-time sensing of vaping. One aspect of the present embodiments is based on our discovery that certain sensing-compatible materials have specific affinity for binding with diols and triols, such as those found in the vapor from vaping products, and that these sensing materials have response time that allow for real-time detection. Another aspect of the present embodiments is our discovery that molecular imprinting of these sensing materials is not needed to achieve the specific affinity.
In an first aspect, a sensor for sensing diols and triols includes a substrate, a conductive coating, and two electrodes. The conductive coating is disposed on the substrate and has affinity for binding with a substance selected from the group consisting of diols, triols, and a combination thereof. The conductive coating includes PEDOT:PSS and a humectant, which together constitute at least 95 weight percent of the conductive coating. The two electrodes are in contact with the conductive coating to probe conductivity of the conductive coating so as to detect the substance from a reduction of the conductive coating's conductivity.
In a second aspect, a sensor for sensing diols and triols includes a substrate, a conductive coating, and two electrodes. The a conductive coating is disposed on the substrate and has affinity for binding with a substance selected from the group consisting of diols, triols, and a combination thereto. The conductive coating includes PEDOT:PSS and glycerin triacetate, which together constitute at least 95 weight percent of the conductive coating. The two electrodes are in contact with the conductive coating to probe conductivity of the conductive coating so as to detect the substance from a reduction of the conductive coating's conductivity.
When sensor 100 is used as a vaping sensor, substance 184 is airborne, although substance 184 may be deposited on conductive coating 110 in the form of vapor droplets. Without departing from the scope hereof, sensor 100 may instead be used to sense substance 184 in a liquid sample.
Advantageously, the response time of sensor 100 allows for real-time detection of substance 184 and sensor 100 may thus be used to detect vaping, which is otherwise easily concealed. Sensor 100 is based on our discovery that certain sensing-compatible materials have specific affinity for binding with diols and triols. Advantageously, molecular imprinting of the materials is not required to achieve this specific affinity.
Although depicted in
Sensor 100 may be implemented in a sensing module 202 together with conductivity measurement circuitry 240 electrically coupled to each electrode 230. In one implementation of this embodiment, conductivity measurement circuitry 240 applies a direct current (DC) voltage drop between electrodes 230 and measure a resulting DC current flowing through at least a portion of conductive coating 110 from one electrode 230 to the other electrode 230. In another implementation of this embodiment, conductivity measurement circuitry 240 is configured as an ohmmeter and measures the resistance of conductive coating 110. For the purpose of the present disclose, conductivity measurement and resistance measurement are both valid measures of the conductivity of a material. Conductivity measurement circuitry 240 may include an interface 242 that outputs a sensing output 290. Sensing output 290 may include one or more of (a) a conductivity of conductive coating 110, (b) a concentration of substance 184 detected by sensor 100, wherein the concentration is derived from the conductivity of conductive coating 110, (c) an indication that the conductivity of conductive coating 110 has decreased from a baseline level, and/or (d) an indication that the conductivity of conductive coating 110 has decreased by an amount that corresponds to an above-threshold presence of substance 184.
Alternatively, sensor 100 is instead configured to cooperate with external conductivity measurement circuitry, for example provided by a third party.
Conductive coating 110 has thickness 218. Conductive coating 110 may be a continuous polymer film, a nanofiber mat, a collection of nanoparticles, or a combination thereof. Herein, a “continuous polymer film” refers to a film predominantly composed of a polymer and having no significant density structure. A continuous polymer film may be produced by dissolving a polymer in a liquid and disposing the resulting solution on a substrate.
In one embodiment, thickness 218 is in the range between 20 nanometers and 5 microns. A thin conductive coating 110 may allow for more uniform dispersion of substance 184 therein, such that binding of substance 184 to conductive coating 110 has greater effect on the conductivity of conductive coating 110. On the other hand, a thicker conductive coating 110 may be more practical from a manufacturing perspective. Also, in embodiments where electrodes 230 are disposed between substrate 220 and conductive coating 110, conductive coating 110 may be at least partly suspended between electrodes 230, in which case a thicker conductive coating 110 may be more robust against breakage. In certain embodiments, thickness 218 is in the range between 20 nanometers and 1.0 microns.
Substrate 220 is a dielectric material such as silicon dioxide, glass, or printed circuit board. Electrodes 230 are for example metallic. In one embodiment, electrodes 230 are deposited on substrate 220 using photolithography. Electrodes 230 may be chromium electrodes, optionally with a nickel and/or gold overlay between the chromium and conductive coating 110. Electrodes 230 may have thickness 238 in the range between 50 and 200 nanometers. Substrate 220 has thickness 228 sufficient to provide structural stability for electrodes 230 and conductive coating 110. Thickness 228 may be in the range from 0.5 to 2.0 millimeters.
Sensing module 202 may further include an enclosure 280 having an opening 282 that allows exposure of conductive coating 110 to the ambient environment.
Each finger 332 has width 336, and length 334. Width 336 is for example in the range from 10 to 100 microns, such as approximately 40 microns. Length 334 is for example in the range from 0.5 to 3 centimeters, such as approximately 2 centimeters. Adjacent fingers 332 are spaced apart from each other by a spacing 338. Spacing 338 is for example in the range from 5 to 50 microns, such as approximately 20 microns. Each electrode 330 may include between 50 and 300 fingers 332.
Step 420 detects the presence of the airborne substance as a decrease in the conductivity measured in step 410. In one example of step 420, conductivity measurement circuitry 240 measures a decreased conductivity of conductive coating 110 between electrodes 230 caused by substance 184 bound to conductive coating 110.
In one embodiment, step 420 includes a step 422. Step 422 detects a decrease in conductivity of the conductive coating, wherein the decrease is caused by hydroxyl-group pairs, of respective molecules of the airborne substance, covalently bonding with the conductive coating. Herein, a “hydroxyl-group pair” refers to a pair of hydroxyl groups of the same diol or of the same triol. For example, the two hydroxyl groups of a single propylene glycol molecule or a single beta-propylene glycol molecule form a hydroxyl-group pair, and two of the three hydroxyl groups of a single glycerol molecule form a hydroxyl-group pair. In the case of triols, any two of the three hydroxyl groups of the triol may form the pair. However, the conductive coating may have stronger affinity for bonding with pairs of hydroxyl groups that are closest to each other in the triol. In one example of step 422, conductive coating 110 includes a compound, such as boronic acid, capable of forming covalent bonds with a pair of hydroxyl groups in close proximity to each other. In this example, covalent binding between this compound and hydroxyl-group pairs of molecules airborne substance 184 reduces the conductivity of conductive coating 110.
In another embodiment, step 420 includes a step 424. Step 424 detects a decrease in conductivity of the conductive coating, wherein the decrease is caused by hydroxyl-group pairs, of respective molecules of the airborne substance, interacting with polymer chains of the conductive polymer to disrupt the conductivity of the polymer chains. In one example of step 424, conductive coating 110 includes polymer chains, and hydroxyl-group pairs of molecules of airborne substance 184 interact with the polymer chains to disturb their ability to conduct a current. The polymer chains may be linear polymer chains such as poly(3,4-ethylenedioxythiophene), also referred to as “PEDOT”.
Method 400 may further include a step 430 of outputting an indication of the detection of the airborne substance. In one example of step 430, conductivity measurement circuitry 240 outputs sensing output 290 via interface 242.
In one embodiment of sensor 100, conductive coating 110 includes a conductive material and boronic acid, so as to have affinity for binding with diols and triols such as propylene glycol, beta-propylene glycol, and glycerol through reaction 500. This embodiment of sensor 100 may be used in an embodiment of method 400 implementing step 422. In this embodiment of sensor 100, the conductive material of conductive coating 110 may be composed of or include metal nanoparticles, nanofibers, carbon nanotubes, a polymer, and/or a combination thereof. The conductive material may be functionalized with boronic acid. For example, conductive coating 110 may be composed of or include metal nanoparticles functionalized with boronic acid.
Other similar acids, such as carbonic acid and sulfuric acid, may be considered as alternatives to boronic acid. However, in our experimental studies, an example of sensor 100 using an example of conductive coating 110 consisting of metal-nanoparticles functionalized with boronic acid showed a strong response (decrease in conductivity) to propylene glycol, whereas a conductive coating consisting of metal-nanoparticles functionalized with carbonic acid failed to produce a measurable response.
In one embodiment of sensor 100, conductive coating 110 includes PEDOT, so as to have affinity for binding with diols and triols, such as propylene glycol, beta-propylene glycol, and glycerol, through interaction 700. Since PEDOT carries a positive charge, this embodiment of conductive coating 110 further includes a negatively charged polymer, such as polystyrene sulfonate (PSS). PEDOT and the negatively charged polymer may form a macromolecular salt. Embodiments of sensor 100 based on a PEDOT-containing embodiment of conductive coating 110 may be used in an embodiment of method 400 implementing step 424. To further enhance the response to bonding with diols and triols, the PEDOT-containing embodiment of conductive coating 110 may further include boronic acid.
Referring again to
Several features are noticeable in curves 1010 and 1020. Peaks 1030 are in response to exposure of the sensors to vapor from 20 microliters of propylene glycol. Sharp rises 1040 are in response to vapor from 20 microliters of mango-flavored JUUL “juice”. Each sharp rise 1040 is followed by a slower rise 1042. It is evident that both sensors respond measurably and instantaneously to exposure of both pure propylene glycol and vapor from a JUUL pod. In addition, the two sensors show very similar response, indicating that the manufacturing and measuring processes are reliable.
Each nanoparticle-based sensor, associated with the data of plot 1000, was made by suspending citrate-passivated gold nanoparticles in a solution containing 4-mercaptophenylboronic acid. More specifically, 50 milliliters of boronic acid solution was prepared using 50 milligrams of boronic acid in water. The boronic acid solution was made basic before mixing this solution with 100 milliliters of a gold nanoparticle solution. The gold nanoparticle solution contained citrate-passivated gold nanoparticles at a concentration of 1 millimolar. The resulting suspension was drop cast onto a printed circuit board over a pair of interdigitated metal electrodes already formed thereon. After evaporation of the water, the functionalized gold nanoparticles formed a coating approximately 50 nanometers thick. The gold nanoparticles were approximately 15 nanometers in size.
Sensor 1100 may be used to perform an embodiment of method 400. Without being bound by theory, diols and triols may interact with PEDOT according to interaction 700, and this embodiment of method 400 may thus implement step 424.
Sensor 1100 may be formed by solubilizing PEDOT and a negatively charged polymer (e.g., PSS) in a solvent, depositing the resulting solution on a substrate (for example with electrodes already formed thereon), and evaporating the solvent to form a continuous polymer film. The deposition may be done through, e.g., drop casting, spin casting, dip casting, ink-jet printing, or drawing with a plotter.
Peak 1230 is in response to exposure of the sensors to vapor from 20 microliters of propylene glycol. Peak 1240 is in response to exposure of the sensors to vapor from 20 microliters of beta-propylene glycol. A sharp rise 1250 followed by a slower rise 1252 is in response to vapor from 5 microliters of Virginia-tobacco-flavored JUUL “juice”. It is evident that both sensors respond measurably and instantaneously to exposure of each of pure propylene glycol, pure beta-propylene glycol, and vapor from a JUUL pod. In addition, the two sensors show very similar response, indicating that the manufacturing and measuring processes are reliable.
Each PEDOT-based sensor, associated with the data of plot 1200, was produced as follows. A commercially available PEDOT:PSS suspension, having a concentration of 1-6% PEDOT:PSS in water, was diluted in dimethyl formamide to form an intermediate polymer solution having a concentration of 0.06-0.08 weight percent of PEDOT:PSS. The dimethyl formamide causes PEDOT:PSS to solubilize in this intermediate polymer solution. Next, glycerol triacetate was added to the intermediate polymer solution, for example at a level of 20-40 microliters of glycerol triacetate per 2 milliliters of the intermediate polymer solution. The resulting solution was ink-jet printed onto a glass substrate over a pair of interdigitated electrodes. Evaporation of the ink-jet printed solution formed a smooth polymer film substantially composed of PEDOT:PSS and glycerol triacetate. The smooth polymer film had a thickness of approximately 50 nanometers.
It is understood that other concentrations than those used in the specific process to make the sensors of
Changes may be made in the above systems and methods without departing from the scope hereof. It should thus be noted that the matter contained in the above description and shown in the accompanying drawings should be interpreted as illustrative and not in a limiting sense. The following claims are intended to cover generic and specific features described herein, as well as all statements of the scope of the present systems and methods, which, as a matter of language, might be said to fall therebetween.
Claims
1. A sensor for sensing diols and triols, comprising:
- a substrate;
- a conductive coating disposed on the substrate and having affinity for binding with a substance selected from the group consisting of diols, triols, and a combination thereof, wherein the conductive coating comprises PEDOT:PSS and a humectant, which together constitute at least 95 weight percent of the conductive coating; and
- two electrodes in contact with the conductive coating to probe conductivity of the conductive coating so as to detect the substance from a reduction of the conductive coating's conductivity.
2. The sensor of claim 1, a thickness of the conductive coating being between 20 and 1000 nanometers.
3. The sensor of claim 1, the humectant being glycerin triacetate.
4. The sensor of claim 1, ratio of PEDOT:PSS to glycerin triacetate being in the range from 0.1 to 10 percent volume.
5. The sensor of claim 1, the conductive coating further including boronic acid.
6. A method for detecting vaping with the sensor of claim 1, comprising:
- measuring conductivity of the conductive coating having affinity for binding with an airborne substance selected from the group consisting of diols, triols, and a combination thereof; and
- detecting presence of the airborne substance as a decrease in the conductivity.
7. The method of claim 6, the airborne substance including at least one of propanediol and glycerol.
8. The method of claim 6, the step of detecting presence of the airborne substance comprising detecting a decrease in conductivity caused by hydroxyl-group pairs of respective molecules of the airborne substance reacting and covalently bonding with the conductive coating.
9. The method of claim 6, the step of detecting presence of the airborne substance comprising detecting a decrease in conductivity caused by hydroxyl-group pairs of respective molecules of the airborne substance interacting with chains of the conductive coating to disrupt electron distribution of the chains.
10. A sensor for sensing diols and triols, comprising:
- a substrate;
- a conductive coating disposed on the substrate and having affinity for binding with a substance selected from the group consisting of diols, triols, and a combination thereof, wherein the conductive coating comprises PEDOT:PSS and glycerin triacetate, which together constitute at least 95 weight percent of the conductive coating; and
- two electrodes in contact with the conductive coating to probe conductivity of the conductive coating so as to detect the substance from a reduction of the conductive coating's conductivity.
11. The sensor of claim 10, a ratio of PEDOT:PSS to glycerin triacetate being in the range from 0.1 to 10 percent volume.
12. The sensor of claim 10, the conductive coating further including boronic acid.
13. A method for detecting vaping with the sensor of claim 10, comprising:
- measuring conductivity of the conductive coating having affinity for binding with an airborne substance selected from the group consisting of diols, triols, and a combination thereof; and
- detecting presence of the airborne substance as a decrease in the conductivity.
14. The method of claim 13, the airborne substance including at least one of propanediol and glycerol.
15. The method of claim 13, the step of detecting presence of the airborne substance comprising detecting a decrease in conductivity caused by hydroxyl-group pairs of respective molecules of the airborne substance reacting and covalently bonding with the conductive coating.
16. The method of claim 13, the step of detecting presence of the airborne substance comprising detecting a decrease in conductivity caused by hydroxyl-group pairs of respective molecules of the airborne substance interacting with chains of the conductive coating to disrupt electron distribution of the chains.
Type: Application
Filed: Apr 24, 2023
Publication Date: Aug 24, 2023
Inventors: Joseph J. BelBruno (Hanover, NH), Andrei Burnin (West Lebanon, NH), Katie Shelton (Lebanon, NH), Matthew Curtin (Lebanon, NH), Jacob Fisher (Lebanon, NH)
Application Number: 18/138,355