Engineering Commons^™

Artificial Intelligence In Wet Weather Infrastructure, Matt Hammerstein

Williams Honors College, Honors Research Projects

Effective management of runoff from rain and snowmelt is critical as increased water flows can negatively affect efficiency and reliability at treatment facilities, as well as potentially damage property or the natural environment. Implementation of artificial intelligence for real-time decision making and support in wet weather infrastructure is a recent technological development; as such, a problem has emerged: experience and knowledge of best practices for successful implementation is limited. Artificial intelligence is being employed to inform operational decisions that are intended to improve the efficiency and reliability of physical wet weather infrastructure. The goal of municipalities and utilities in utilizing …

Stormwater Infrastructure And The Threat Of Climate Change, Eric Mccaslin

Williams Honors College, Honors Research Projects

The purpose of this report is to analyze the modernization of stormwater infrastructure systems and the growing impact of climate change on said systems. Growing population rates and increasing urban settlement are leading to the water demand approaching the water supply capacity. Climate change is the root of several potentially severe issues affecting water resources as well as the rapidly increasing coastal and urban populations including but not limited to rising sea levels and the increasing severity and frequency of storms. Many cities, especially older or low income ones, also may not have adequate systems in place to handle the …

Artificial Intelligence Of Stormwater Operations, Eric Bednar

Williams Honors College, Honors Research Projects

The current infrastructure in our country will not be able to adequately support the growing demands of an exponentially increasing population. A rise in population contributes to a greater service demand necessary to treat sanitary sewer waste which in many cases contributes to the flow of combined sewers. When it comes to managing these combined sewers, rain and the snowmelt caused from climate changes are major factors that need to be addressed. Some water treatment facilities do not have the ability to treat the capacities or peak flows that a system experiences, resulting in combined sewer overflows which are both …

The Effect Of Green Structures On Hydrology In Urban Areas Of Akron, Ohio, Brooke Hayes, Brian Long

Williams Honors College, Honors Research Projects

Stormwater runoff is a major environmental concern in dense urban areas. Runoff in these areas contributes to flooding as well as water quality problems in the streams, lakes, and reservoirs downstream. The Cuyahoga River is the receiving waterbody for the City of Akron’s stormwater runoff. Currently, combined sewer overflow (CSO) from the city's outdated sewer system is the overriding reason for poor water quality in the Cuyahoga River.

Implementation of green infrastructure is one way to mitigate problems associated with stormwater runoff from urban areas. In this study, hydrologic modeling of the Little Cuyahoga watershed was conducted to determine how …