Two teams of engineers led by faculty in the McKelvey School of Engineering at Washington University in St. Louis will work toward developing products to monitor drinking water quality and to detect explosives with an electronic nose with one-year, $650,000 Convergence Accelerator Phase 1 grants from the National Science Foundation (NSF).
Barani Raman, professor of biomedical engineering, and Daniel Giammar, the Walter E. Browne Professor of Environmental Engineering, will lead teams of researchers from Washington University and other institutions and entities funded under the NSF’s Convergence Accelerator program, designed to address national-scale societal challenges through convergence research and to transition basic research and discovery into practice to solve these challenges aligned with specific research themes. Among the themes are real-world chemical sensing applications, bio-inspired design innovations and equitable water solutions.
Raman and his collaborators have been working for nearly two decades to harness insects’ keen sense of smell into a sensor that could be used to detect explosives and in other applications. Now, they will take it a step further by incorporating artificial intelligence (AI) and nanotechnology to create a sensor, or electronic nose, to detect explosive volatile organic compounds.
Raman, professor of biomedical engineering, will work with longtime McKelvey Engineering collaborators Shantanu Chakrabartty, the Clifford W. Murphy Professor in the Preston M. Green Department of Electrical & Systems Engineering; Srikanth Singamaneni, the Lilyan & E. Lisle Hughes Professor in the Department of Mechanical Engineering & Materials Science; and Braden Giordano, associate superintendent of the Chemistry Division at the U.S. Naval Research Laboratory.
Using the information gathered from their research in developing bio-inspired sensors, the team plans to create an AI-enabled, nanoparticle-based electronic nose device that can be used to gather and validate data. This portable proof-of-concept device would merge two ideas: a large, nanostructured chemical sensor array with diverse functions and the sensing and AI principles it has identified in the olfactory system of locusts. With the data, they plan to develop a library of known signatures for various explosive vapors at various concentration ranges.
In addition to detecting volatile organic compounds, the electronic nose could also be used in biomedicine, homeland security, environmental monitoring, climate change technologies and the flavor and food industry. The team plans to work with industry partners to tailor the design for various uses.
“A decade ago, we did not yet have the technology to develop a field-deployable and robust electronic nose,” Raman said. “The recent advances in biological olfaction, combined with developments in materials science and electronics for remote and long-term monitoring, helped us to understand the computing principles in biological olfaction. In addition, the vast improvements in AI, machine learning and data science provided a new opportunity to develop a robust artificial chemical sensing system.”
Raman acknowledges that a device equal in capabilities as a biological olfactory system such as the locust’s is a Holy Grail. However, this new work and design plan will consider the key requirements in various applications and develop priorities of capabilities needed in the electronic nose technology.
In the second McKelvey Engineering-led Convergence Accelerator project, Giammar, also the director of the university’s Center for the Environment, will lead a team in developing a drinking water-quality monitoring tool based on point-of-use water filters. The research will focus on residents of disadvantaged communities served by small public water systems and those in urban locations served by large water systems with an aging infrastructure as well as those who source water from private wells with lower monitoring requirements.
The team will evaluate the ability of commercially available point-of-use filters, such as faucet-mounted filters, to monitor copper, zinc, manganese, hexavalent chromium, arsenic, microorganisms, and per- and polyfluorinated alkyl substances, or PFAS, the widely used “forever chemicals” linked with harm to the environment and to human health.
“In urban settings, recent crises with lead found in drinking water in Flint, Michigan, and Newark, New Jersey, highlight the threats to public health posed by aging water supply infrastructure,” Giammar said. “The existing monitoring framework is often not enough to identify degraded water quality for those populations most affected, making this an environmental justice issue as much as a water quality issue.”
Giammar’s team includes co-principal investigators from WashU, including Fangqiong Ling and Kimberly Parker, both assistant professors of energy, environmental & chemical engineering in McKelvey Engineering, and Joe Steensma, professor of practice at the Brown School; as well as researchers from the University of Illinois at Urbana-Champaign, including Steven Wilson, groundwater hydrologist and principal scientist for the Illinois State Water Survey, Thanh Huong Nguyen, the Ivan Racheff Professor of Environmental Engineering in Civil & Environmental Engineering, and John Scott, senior analytical chemist in the Illinois Sustainable Technology Center.
Giammar’s project also has external partners, including the Midwest Assistance Program, the Rural Community Assistance Partnership, the Water Quality Association, and the U.S. Environmental Protection Agency.
