A system and method are provided to observe and count particles in polydisperse solutions with dark field microscopy while distinguishing among particles of different sizes and accurately counting particles. A calibration mask, calibration light source, and multiple wavelengths of light are used. Opaque calibration marks on the transparent calibration mask define a region of interest. Multiple beams of various wavelengths are combined into a beam or a light sheet and the perpendicular component of scattered light from the specimen particles is then split into separate wavelengths and detected by separate sensors attuned to each wavelength. By calibrating the region of interest and measuring rotational and translational differences between images captured by differing sensors, the images may be aligned exactly and merged, enabling: i) removal of duplicate particles which yields more accurate particle counts, ii) more accurate estimation of the examined volume, and iii) accurate particle concentration measurements.

The invention relates to a method and system for characterizing particles using a flow cytometer comprising generating a waveform, as a digital representation of detected radiated light, and transforming said waveform using one or more basis functions and obtaining one or more coefficients characterizing the waveform. The one or more coefficients characterizing the waveform preferably correspond to particular properties of the particle(s), thereby enabling analysis of physical properties of the particles (such as size or shape) or biological properties of the particles, such as cell type, localization and/or distribution of molecules within the cell and/or on the cell surface, structural elements of the cell such as the nucleus or the cytoskeleton, antibody or antibody-fragment binding to the cell or cell morphology. Preferred embodiments of the invention relate to methods and systems in which the waveform is transformed by a wavelet transformation or Fourier transformation.

Provided are particle analyzers and related methods for verifying calibration status of the particle analyzer, including independently of the presence or absence of particles. The method and analyzers include use of distinct and non-interfering time frequency domains: a middle frequency time domain and a low frequency time domain, and optionally a high frequency time domain. The high frequency time domain generates a laser facet drive current frequency modulation to prevent the laser facet from spatial-mode hopping. The middle frequency time domain is for particle detection. The low frequency time domain is for calibration status, including laser-pulse-light self-diagnostics, for the health or calibration status of the analyzer. By carefully selecting the frequency time domain ranges, there is non-interference, with the ability to self-diagnose the instrument that is particle-independent.

In some embodiments, a plurality of smart flow cytometers are coupled into communication with a computer communication network. A central repair server system is coupled into communication with the computer communication network and the plurality of smart flow cytometers. Each of the plurality of smart flow cytometers includes a monitoring system coupled to monitor differing operational parameters of the smart flow cytometer for possible failure. The monitoring system can detect an advanced failure of components based on the operational parameters being monitored. The monitoring system can also detect an advanced need for repair and maintenance based on the operational parameters being monitored.

A particle sizing method which allows for counting and sizing of particles within a colloidal suspension flowing through a single-particle optical sizing sensor SPOS apparatus using pulse height detection and utilizing non-parallel and non-uniform illumination within the sensing region of the flow cell. The method involves utilizing a deconvolution process which requires the SPOS apparatus to be characterized during a calibration phase. Once the SPOS apparatus has been characterized, the process of deconvolution after a data collection run, recursively eliminates the expected statistical contribution to the pulse height distribution PHD histogram in all the lower channels from the highest channel height detected, and repeating this for all remaining channels in the PHD, removing the contributions from largest to smallest sizes.

Methods and devices for correction in particle size measurement are disclosed. In some embodiments, a method includes the following steps: (1) measuring a signal from a target particle and a reference particle in a cartridge device; (2) analyzing the measured signal to obtain signal information of the target particle and signal information of the reference particle; and (3) determining size information of the target particle by correcting the signal information of the target particle with the signal information of the reference particle. In other embodiments, a device includes a cartridge and an analyzer. The analyzer is configured to receive the cartridge into the analyzer, measure a signal from the target particle and the reference particle, analyze the measured signal to obtain signal information, and determine size information of the target particle.

A method for calibrating a contaminant detection device includes fluidly connecting the contaminant detection device in series to a test reservoir and a light-obscuration-type particle counter, pumping low-end, intermediate, and high-end test dust dilutions through the contaminant detection device and the particle counter until a particle count measured by the particle counter for each of the successive test dust dilutions stabilizes, and setting a low-end gain, an intermediate gain, and a high-end gain for the contaminant detection device based on the stabilized particle counts for each of the test dust dilutions using a first-sized test dust grade. A bubble counting gain of an aeration threshold for the device may be set according to a second test dust grade greater in size than the first-sized test dust grade, and associated with a voltage signal produced by the contaminate detection device indicative of the presence of an air bubble contained within the fluid during use of the fluid in heavy machinery.

The present disclosure relates to compositions comprising a hydrogel particle with optical properties substantially similar to the optical properties of a target cell, and methods for their use.

In an approach for controlling a multiphase flow configured to create a plurality of particles, a processor obtains images of a plurality of particles in a multiphase flow. A processor provides the images to a neural network adapted to determine a distribution of a spatial property of the plurality of particles from the provided images. A processor determines the distribution of the spatial property of the plurality of particles in the multiphase flow, based on the provided images, using the neural network. A processor controls the multiphase flow based on the determined distribution.

Methods of calibration are provided. A method comprises introducing a material with cell-like properties and a known mass into a sensor on a measurement instrument to generate a calibration reading and adjusting an output module of the measurement instrument until the measurement instrument calibrates to the known mass for the material.