In a data generation apparatus, an acquisition unit acquires original data which are odor data measured in a specific environment. A generation unit performs a linear transformation with respect to the original data, and generates augmented data which are odor data in an environment where temperature and humidity are different from those in the specific environment.

According to an embodiment, it is a system, comprising, a specialized device comprising, a flow sub-system configured for sampling a gas sample, a gas chamber having a gas sensor array comprising a configurable sensor interface, wherein the specialized device is operable to collect an aroma signal from the gas sample, a microcontroller comprising a processor and a memory operable to digitalize the aroma signal to obtain aroma data, store and transfer an aroma data, perform an aroma analysis on the aroma data, and provide a feedback to a user, wherein the system is an aroma evaluation system operable to detect a target aroma in real-time, and wherein the system is operable to interface to at least one of a cloud platform and a smartphone.

A diagnosis system and method for detecting various Volatile Organic Compounds (VOCs) in a biological sample by utilizing a smart platform configured to harness animal bio-sensors trained to detect various VOC's which may indicate various pathologies, and by conducting various data collection practices and analysis methods in order to produce output results. The diagnosis system and method is configured to analyze behavioral parameters concerning the animal bio-sensor and provide a non-invasive and safe diagnostic solution that does not involve exposing a patient to radiation or any other potentially harmful procedure.

The present disclosure relates to a responsive polymer film, a method of preparing the responsive polymer film, and a sensor using the polymer film.

Provided is a method for multi-information fusion of gas sensitivity and chromatography and on-site detection and analysis of flavor substances using an electronic nose instrument. The electronic nose instrument includes a gas sensor array module (I), a capillary gas chromatographic column module (II), an automatic headspace sampling module (III), a computer control and data analysis module (IV), an automatic lifter (V) for headspace sampling, a large-volume headspace vapor generation device (VI) and two auxiliary gas sources (VII-1, VII-2). The electronic nose instrument detects a large number of odorous samples to establish a big odor data. On this basis, the normalization fusion preprocessing is done, and the cascade machine learning model realizes both an on-site recognition of many foods, condiments, fragrances and flavors, and petroleum waxes and a real-time quantitative prediction of their odor quality grades and many key component concentrations.

An odor is detected with high accuracy. A sensing system includes: a sensor apparatus including a filter to remove an odor-causing substance contained in air and a sensor unit including one or more detection elements to detect an amount of the odor-causing substance contained in air; and an information processing apparatus including a difference calculation unit to calculate a difference between a detection value of each of the one or more detection elements, the detection value indicating an amount of the odor-causing substance contained in air that has passed through the filter and a detection value of each of the one or more detection elements, the detection value indicating an amount of the odor-causing substance contained in air that has not passed through the filter, and a determination unit to determine an odor of air based on the calculated difference.

An odor reproducing apparatus of a HVAC system for the vehicle may include an odor reproducing device configured to reproduce and evaluate odor by applying a HVAC system module, a heat exchange outdoor device mounted at one side of the odor reproducing device to control a temperature and humidity of an experimental space, and a control device mounted at one side of the odor reproducing device and the heat exchange outdoor device to control an operation of the odor reproducing device and an operation of the heat exchange outdoor device to implement a field environment and vehicle conditions for evaluating an odor improvement effect of the HVAC system reflecting an odor reduction technology.

An unmanned aerial vehicle for scent analysis. The unmanned aerial vehicle includes a sensor array to sample ambient air in a location to detect an odor, a pattern recognition unit coupled to a database to identify the odor, wherein the odor is compared to identification information stored in the database, and a mapping unit to estimate an assessment value associated with the odor and to generate an instruction to one or more components of the unmanned aerial vehicle to perform a function when the assessment value exceeds a predetermined threshold value, wherein the function includes activating one or more feedback outputs on the unmanned aerial vehicle.

A target odor detecting method for screening odor emitters in a relatively confined space using an animate and/or inanimate odor detector to detect one or more target odors.

An apparatus and method for generating olfactory information. The apparatus for generating olfactory information generates olfactory information that can be shared between a real world and at least one virtual world. The apparatus for generating olfactory information includes a sensor and a processor. The sensor recognizes a real-world odor, and acquires the original data of the result of the detection of the real-world odor. The processor acquires representative data including the evaluation of the quantitative numerical value of the real-world odor by analyzing the original data, and generates real-world olfactory information including both the original data and the representative data.