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smart sensor
is a device that can detect and respond to physical, chemical, or biological changes in the env. it processes that info to produce an output, like converting changes into measurable signals
what are 3 things a smart sensor does
collect data from their env. (e.g., temp, pressure, motion)
process and analyze data
using embedded computing or communication capabilities
transmit the data
to other systems or devices for more analysis or action
physical sensor examples
thermometer, pressure sensor, motion sensor, conductivity
chemical sensor examples
pH meter, smoke detector, CO or CO2 meter
biochemical sensor examples
COVID test, pregnancy test, glucose meter
analytical chemistry vs. sensor
analytical chem
measure and detect chemical with analytical methods
can be method or small device, like mass spec.
can involve sensors, e.g. pH meter for titration
pH meter is sensor, titration is analytical
sample prep is key
discrete or batch measurements
analytical methods are not usually specific, e.g. UV-Vis machine can be used to measure diff things
specialized equipment
sensor
specific device
measurements: usually has rapid or real time response
has specificity, specifically measures target compound
e.g. for pH meter, acidity; for glucose meter, only glucose
minimal expertise required
biosensors: IUPAC definition
A device that uses specific biochemical reactions mediated by isolated enzymes, immunosystems, tissues, organelles or whole cells to detect chemical compounds usually by electrical, thermal or optical signals.
what’s a transducer
physiochemical or transducer microsystem
convert energy to an analytic signal or smtg. that can be measured
e.g. electrical: ion generation, resistance, potential —> conductrometric, amperometric, potentiometric, FET
bio/chem sensors: key features
selectivity and specificity
sensitivity
rapid response time
user-friendly operation
minimal or no sample prep
portability and miniaturization: compact and portable design
integration with systems: integrate w/ devices for data collection, processing
stability: long-term reliability, consistent performance under env conditions
reproducibility
cost-effectiveness
selectivity and specificity
designed to detect specific chemical substances or biological mlcls
accurately identify them even in complex env or matrix
sensitivity
High sensitivity to detect even trace amounts of target analytes, critical for applications like medical diagnostics.
reproducibility
delivers consistent, repeatable results across multiple measurements
ideal biosensor characteristics
fast analysis time, real-time responses to target analytes
sensitivity, for detection of low concentrations of analytes
low false negatives
specificity, for discrimination btwn target analytes, and closely related species
less false positive analyses
highly reproducible, easy to calibrate
highly accurate, less false-positives and false-negatives
robustness, insensitive to env. conditions (temp, electronic interferences)
low unit and operational costs, can be implemented more widely
size and weight, miniature is preferred and portable
multianalyte, if it can detect multiple simultaneously, it’s preferred and desired for efficient cost, time, size
fully automated systems are desired
how do sensors work, from sample to detector
sample → analyte → bioreceptor or chemical receptor → transducer → (signal) → detector
sensors, types of measurements
quantitative measurements
semiquantitative
positive/negative
research (e.g. investigate mlclr interactions)
Selectivity
extent to which analytes can be measured simultaneously by sensors without interferences
multiple analytes can be detected independently
multi-component analysis
Specificity
single component analysis
individual component in real sample can be undisturbedly measured by specific reagent, sensor or measuring system
selective vs specific
selective if it can detect several components simultaneously but independent of e/o
specific if only one species can be detected independently from other components
no signal from other components