An Electrochemical Sensor Development Platform: Applications of System Identification to Biological Sensing in Evolving Fluids

Biologically active fluids dominate living systems, from human blood to global agriculture. Characterizing the growth of microorganisms within these biofluids is of key importance from scientific roles identifying pathogens and their biochemical behavior to industrial applications in food safety, healthcare, and pharmaceuticals. Compact, low-cost electrochemical sensors that monitor microorganism population and growth have attracted attention as replacements for days-long plate-counting -- potentially delivering results within hours or seconds by monitoring model parameters from diverse physical and chemical phenomena as they trace sigmoidal growth curves under microbial influence. Within the measurement framework of electrochemical impedance spectroscopy, this work proposes extracting additional information from biofluid systems by harnessing a nonlinear dynamic electrochemical model. A modular laboratory platform has been developed to perform parallel, temperature-controlled two-electrode electrochemical experiments from DC conditions to 10 MHz on compact hardware amenable to a low-cost sensor format for end users. An outline of a general-purpose, black-box technique to characterize fluids and predict their evolution over time is also presented, along with platform commissioning tests and preliminary data and analysis.

Name thesis:degree_name

Master

Department dc:contributor.department

Massachusetts Institute of Technology. Department of Mechanical Engineering

Grantor dc:publisher

Massachusetts Institute of Technology

Year dc:date.issued

2022

Author dc:creator

• Aling, Michael

Advisor dc:contributor.advisor

• Hunter, Ian W.

Statement dc:rights

• In Copyright - Educational Use Permitted
• Copyright MIT

Licence dc:rights.uri

• http://rightsstatements.org/page/InC-EDU/1.0/

Handle dc:identifier.uri

https://hdl.handle.net/1721.1/150433

OAI identifier oai:identifier

oai:dspace.mit.edu:1721.1/150433