G01N2015/0277

Machine learning-based particle-laden flow field characterization
11709121 · 2023-07-25 · ·

A particle measurement system and method of operation thereof are described. The system and method render a characteristic for a set of particles measured while passing through a measurement volume. The system includes a source that generates a particle-laden field containing the set of particles. The system further includes a sensor that generates a raw particle data corresponding to the set particles passing through the measurement volume of the particle measurement system, where the raw particle data comprises a set of raw particle records and each of one of the raw particle records includes a particle data content. A preconditioning stage carries out a preconditioning operation on the particle data content of the set of raw particle records to render a conditioned input data. A machine learning stage processes the conditioned input data to render an output characteristic parameter value for the set of particles.

Opto-magnetophoretic method for the detection of biological and chemical substance

Method for detecting the presence or absence of a biological or chemical substance in a particular sample mixed with a suspension with functionalized magnetic particles, comprising: providing a light source and detector, providing a constant magnetic force perpendicular to the light's propagation direction by applying a constant magnetic field gradient, and with an absolute value which is higher than 0.1 T and measuring the change of the magnetic particle's suspension transparency versus time and comparing it with the time-variation in absence of the targeted biological or chemical substance. The method of the invention allows monitoring the transparency irrespective of the emitted wavelength and particle's optical properties.

FILTER LIFE CONDITION ASSESSMENT THROUGH OPTICAL ABSORBANCE

A method and system of determining a filter life are disclosed. In examples, a method comprises capturing aerosol particles on a filter and measuring absorbance spectra of the aerosol particles captured on the filter. The method further comprises identifying one or more aerosol particle types based on the measured absorbance spectra and determining a mass accumulation of each of the one or more aerosol particle types based on the measured absorbance spectra and the aerosol particle type. The method further comprises determining a median particle size of each of the one or more aerosol particle types based on the measured absorbance spectra and the aerosol particle type and determining a filter life based on the determined mass accumulation and the determined median particle size of each of the one or more aerosol particle types.

AIR QUALITY ASSESSMENT BASED UPON OPTICAL ABSORBANCE
20230213426 · 2023-07-06 ·

A method and system of determining air quality are disclosed. In examples, a method comprises identifying one or more aerosol particle types based on an absorbance spectra of aerosol particles captured on a filter and determining a mass concentration of each of the one or more aerosol particle types based on the absorbance spectra and the aerosol particle type. The method further comprises detecting a median particle size of each of the one or more aerosol particle types based on a rate of change of the absorbance spectra and the aerosol particle type. The method further comprises determining an air quality metric based on the identified one or more aerosol particle types, the determined mass concentration of each of the one or more aerosol particle types, and the determined median particle size of each of the one or more aerosol particle types.

Uniformity property acquisition apparatus, method of acquiring uniformity property and non-transitory computer-readable recording medium

A uniformity property acquisition apparatus is the uniformity property acquisition apparatus configured to acquires a uniformity property of a mixture in which an insoluble solid matter is mixed in liquid, and the uniformity property acquisition apparatus includes: a pair of electrodes configured to apply the AC signal to the mixture; measurement unit configured to measure impedance of the mixture on the basis of a response signal flowing through the mixture when the AC signal is applied to the mixture; and processing unit configured to acquire the uniformity property of the mixture on the basis of the impedance measured by the measurement unit.

FILTER FAILURE DETECTION DEVICE, AND PARTICULATE MATTER DETECTION DEVICE

A control unit (6) estimates an output value of a PM sensor (S2) located at a downstream side of a DPF used as a reference filter, and detects whether the estimated output value exceeds a predetermined value (S3). When the estimated output value exceeds the predetermined value (YES in S3), the control unit detects an output value of the PM sensor (S4), and a heater heats the PM sensor (S5). The control unit detects an output value of the PM sensor (S6) after the PM sensor is heated, and calculates a change ratio of the output values of the PM sensor before and after heating (S7). The control unit estimates an average particle size of PM based on the calculated change ratio (S8), and detects whether the DPF has failed based on a comparison result of a corrected output value of the PM sensor with a threshold value.

Systems and methods for optically processing samples

A system for processing a sample includes a chamber having at least one inlet and at least one outlet, where the chamber is configured to accommodate flow of the sample from the at least one inlet toward the at least one outlet, and an imager array configured to image the flow of the sample in the chamber, where the imager array includes at least one lensless image sensor configurable opposite at least one light source.

DEVICE FOR MONITORING ROTATIONAL ATOMIZATION OF A COATING MATERIAL COMPOSITION

Described herein is a device for performing and optically monitoring a rotational atomization of a coating material composition, where the device includes at least one rotational atomizer, which includes as application element a mountable bell cup capable of rotation, at least one supply unit for supplying the coating material composition to the rotational atomizer, at least one camera, and at least one optical measurement unit. Also described herein are a method of using the device for performing and optical monitoring the rotational atomization of the coating material composition and a method for determining the mean length of filaments formed on the edge of the bell cup of an rotational atomizer during the rotational atomization of the coating material composition and/or for determining at least one characteristic variable of the drop size distribution within a spray and/or the homogeneity of the spray.

DEVICE FOR PRODUCING FLUORINE GAS AND LIGHT SCATTERING DETECTOR

A device for producing fluorine gas has a first flow path configured to send a fluid from the inside of an electrolytic cell through a mist removal unit configured to remove mist from the fluid to a fluorine gas selection unit and a second flow path configured to send the fluid from the inside of the electrolytic cell to the fluorine gas selection unit without passing through the mist removal unit and has a flow path switching unit configured to switch a flow path through which the fluid flows depending on the average particle size of the mist measured by an average particle size measurement unit. The second flow path has a clogging suppression mechanism configured to suppress clogging of the second flow path by the mist.

EXTRUDABLE COMPOSITIONS COMPRISING FILLERS AND DEVICES MADE FROM THE COMPOSITIONS
20210396640 · 2021-12-23 · ·

A filter comprises a support substrate. A film is disposed on the support substrate, the film comprising a polymer matrix material and a filler. The filler has a particle size distribution configured to filter a desired range of wavelengths of light, the particle size distribution having been achieved by extrusion. An extrudable composition is also disclosed. The extrudable composition comprises a polymer matrix material and a filler. The filler has an average particle size ranging from about 1 nm to about 700 nm and a concentration ranging from 0.001 weight % to 0.3 weight %, relative to the total weight of the extrudable composition.