To improve water treatment, researchers use modeling to understand how chemical byproducts form during the advanced oxidation process.
Synthetical chemicals are ever-present in modern life—in our medications, cosmetics and clothing—but what happens to them when they enter our municipal water supplies?
Because these chemicals are out-of-sight, out-of-mind, we assume they cannot harm us after we flush them down the sink. However, most water treatment infrastructures were not designed to remove synthetic organic chemicals like those found in opioids, personal care products and pharmaceuticals.
Consequently, trace concentrations of those chemicals are present in effluent: the water discharged from treatment plants into lakes, rivers and streams. Although found in extremely small concentrations, just nanograms or micrograms, the toxicity is not well understood in human bodies and ecosystems.
Worse, we know even less about the effects on human and ecosystem health of byproducts created during advanced oxidation water treatment processes; thousands of chemical byproducts can be created in just minutes.
Therefore, it’s crucial that scientists and treatment plant managers understand the mechanisms by which chemical byproducts are created during the treatment process. Daisuke Minakata, assistant professor of civil and environmental engineering at Michigan Technological University, with coauthors Divya Kamath and Stephen Mezyk, sought to understand those mechanisms using acetone as a test case.
The authors built upon a 1999 experimental study of acetone reaction pathways during treatment, using quantum mechanical calculations to predict the chemical byproducts that occur as acetone degrades during the advanced oxidation process.
Their results are published today in the article, “Elucidating the Elementary Reaction Pathways and Kinetics of Hydroxyl Radical-Induced Acetone Degradation in Aqueous Phase Advanced Oxidation Process” (DOI: 10.1021/acs.est.8b00582), in the journal Environmental Science and Technology, published by the American Chemical Society.
Modeling Degradation
By chemical standards, acetone has a straightforward structure. This makes it ideal for modeling reaction pathways—the myriad ways a chemical can degrade into free radicals and byproducts—to predict which byproducts and radicals form.
“When we do water treatment using advanced chemical oxidation, those oxidants destroy target organic compounds but create byproducts,” Minakata says. “Some byproducts may be more toxic than their parent compound. We need to understand the fundamental mechanisms of how the byproducts are produced and then we can predict what to be produced from many other chemicals. We found more than 200 reactions involved in acetone degradations based on computational work.”
Minakata’s team compared the model’s predictive results to the 10 byproducts observed in the 1999 experimental study, and the model’s results track accurately with the observed reaction pathways.
Advanced oxidation is a very effective and an important way to treat water and effluent, so its use should not be discontinued. Many communities in arid regions are running out of water and must reuse treated wastewater—a process called direct potable reuse. If synthetic organic chemicals and their oxidized byproducts are not removed from the water, people and animals consume them.
In the Great Lakes region, upstream communities discharge treated wastewater into lake and rivers. People living downstream use that water; and existing, conventional treatment processes do not remove all organic chemicals effectively. Advanced oxidation can effectively target specific organic chemicals to remove them from water. Modeling reaction pathways is critical to help water treatment managers understand how best to wield the knife, as it were.
A limitation of the work is that the model applies solely to structurally simple organic contaminant like acetone, rather than broadly multiple chemical degradation processes. Organic chemicals have extraordinarily complex structures, and we lack the computational capacity to calculate the reaction pathways. Minakata’s team used the Superior supercomputer at Michigan Tech. Superior puzzled away on the acetone pathways with hundreds of calculations—some of which can take more than weeks.
Chemical Reactions All Around
Understanding the mechanisms of chemical byproduct formation isn’t just important for water treatment; it’s also advancing what we know about chemical reactions in the atmosphere and inside our bodies.
“Inside a water droplet in a cloud, the same radical reaction is going on,” Minakata says. “In our bodies, reactive oxygen species damage human cells. If you drink a lot of alcohol, or if you have too much sunshine, you create free radicals. Those free radicals damage your cells and can create cancer cells. Free radical-involved chemistry is common in different disciplines. We use the chemistry of free radicals for destroying toxic chemicals.”
Michigan Technological University is a public research university founded in 1885 in Houghton, Michigan, and is home to more than 7,000 students from 55 countries around the world. Consistently ranked among the best universities in the country for return on investment, Michigan’s flagship technological university offers more than 120 undergraduate and graduate degree programs in science and technology, engineering, computing, forestry, business and economics, health professions, humanities, mathematics, social sciences, and the arts. The rural campus is situated just miles from Lake Superior in Michigan's Upper Peninsula, offering year-round opportunities for outdoor adventure.
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