Embodiments of this invention relate generally to a miniature multi-spectral system to detection pathogen, biomarkers, or any compound from a sample. In one example, a miniature multi-spectral system comprises a first miniature spectrometer to generate a first spectral output based on a sample, a second miniature spectrometer to generate a second spectral output based on the sample, and a processor coupled to the first and the second miniature spectrometers. The processor is configured to execute instructions to perform data fusion of the first and second spectral outputs to generate fused data, and to apply artificial intelligence (AI) of an AI module to the fused data to identify a pathogen, biomarker, or any compound from the sample.

Embodiments described herein generally relate to: sensing and/or authentication using luminescence imaging; diagnostic assays, systems, and related methods; temporal thermal sensing and related methods; and/or to emissive species, such as those excitable by white light, and related systems and methods.

The present invention is drawn to devices and systems for allergen detection in a sample. The allergen detection system includes a sampler, a disposable analysis cartridge and a detection device with an optimized optical system. In some embodiments, the allergen detection utilizes aptamer nucleic acid molecules as detection agents. In some embodiments, the nucleic acids are conjugated to magnetic beads or solid surfaces such as glasses, microwells and microchips.

In-situ fluorimeters and methods and systems for collecting and analyzing sensor data to predict water source contamination are provided. In one embodiment, a method is provided that includes receiving sensor data regarding a water source. Changepoints may then be calculated within the sensor data and the sensor data may be split into intervals at the changepoints. A machine learning model may then be used to classify the intervals and a predicted contamination event for the water source may be identified based on the classified intervals. In another embodiment, an in-situ fluorimeter is provided. The in-situ fluorimeter comprises one or more UV LEDs centered around a pre-set excitation wavelength (e.g., a TLF excitation wavelength), a bandpass filter, a lens, a photodiode system, a machine learning platform; and an alarm triggered by contamination events, wherein the alarm is calibrated through the machine learning system.

Systems and methods for monitoring, characterizing and controlling operation of LEDs are provided herein. Methods includes measuring a voltage across the LED, and correlating the voltage to a junction temperature of the LED. This correlation can be used to improve operation of the LED by increasing the signal to noise ratio of the LED signal, characterize the LED by comparing to an I-V curve, control LED operation to compensate for LED degradation and avoid crosstalk, and/or to generally improve performance and life expectancy of the LED. Improved performance of the LED can include stabilizing the photon output during performance of an assay to provide a desired dye reporter signal required for the assay and/or reducing an intra-shot during of the LED output during the assay. System and device with control units configured to perform these methods are also described herein.

A remote detection apparatus to detect an oil pollutant comprises a light emitting module, an optical receiving device including a first lens, a band-pass filter, at least two second lenses and at least an optical fiber configured to receiving a reflected beam, a detector module, and a micro-controller. The apparatus further comprises a house including an optical window configured to protect the light emitting module, the optical receiving device, the detector module, and the micro-controller from harsh environmental conditions.

A microspectroscopic device includes: a wavelength-tunable first light source configured to emit pump-light in a mid-infrared wavelength range; a second light source configured to emit probe-light in a visible range; a light source controller configured to change a wavelength of the infrared light source; a first optical system configured to combine the pump-light and the probe-light to acquired combined light and concentrate the combined light on a minute part of a sample; a second optical system configured to block at least the probe-light from transmitted light or reflected light of the sample; a detector configured to detect light incident thereon from the second optical system; a first spectrum acquisition means configured to acquire a spectrum of the incident light during the probe-light emission to the sample as a Raman spectrum or a fluorescence spectrum of the sample; and a second spectrum acquisition means configured to acquire an infrared absorption spectrum of the sample, based on a change in the spectrum of the incident light with respect to a change in a wavelength by the light source controller during the probe-light and pump-light emission to the sample.

Aspects of the present disclosure include systems for detecting light from a particle in a flow stream by spectral discrimination. Systems according to certain embodiments include a light source configured to irradiate a particle propagating along a flow stream through an interrogation region, a light detection system that includes a wavelength separator component configured to pass light having a predetermined spectral range across the wavelength separator, a light adjustment component configured to continuously convey light from the irradiated particle across the wavelength separator as the particle is propagated along the flow stream through the interrogation region and a photodetector configured to detect light conveyed across the wavelength separator. Systems also include a processor for generating a photodetector signal pulse in response to light detected from the wavelength separator. Methods for detecting light with the subject systems are also described. Kits having one or more components for detecting light according to the subject methods are also provided.

A discrimination system that forms a fluid column and interrogates objects within the fluid column with an excitation source. An optical arrangement collects output electromagnetic radiation emanating from the excited objects disposed within the fluid column and directs the output electromagnetic radiation to a detector. An analyzer reduces the positional dependency of the detected intensity by normalizing the value based on the position of each object.

A method of determining one or more fuel characteristics of an aviation fuel for powering a gas turbine engine of an aircraft includes: measuring one or more trace substance parameters of the fuel, the one or more trace substance parameters each associated with a respective trace substance in the fuel; and determining one or more fuel characteristics of the fuel based on the one or more trace substance parameters. Further, a fuel characteristic determination system, a method of operating an aircraft, and an aircraft.