A Risk Based Approach to Optimize Wastewater Filtration and Disinfection Systems

Reduction of microorganisms in treated effluents
One of the goals of wastewater treatment is to reduce the presence of microorganisms, including those that cause infectious diseases. Following treatment, wastewater is discharged to lakes, rivers, and ground waters, or it is used for beneficial purposes such as irrigation. In the environment, treated effluents become part of the larger water system and are a resource for many uses, including habitat for aquatic life, water supply for various urban and agricultural purposes, and a source for recreation. The possible presence of microorganisms in treated wastewater is a concern for ecosystem and public health. Ensuring safe water resources is especially pertinent today, given the increasing demands on existing water sources. To appropriately manage water supplies, microbial risk assessment is used by public officials to assess the potential risks posed to human health based on the anticipated presence of microorganisms and probable exposure scenarios.

Following biological treatment of wastewater, a combination of filtration and disinfection is often used to produce highly treated water containing very low concentrations of viable microorganisms. One of the challenges of reducing the presence of microorganisms in wastewater effluents is that microorganisms can exist in a free-floating state or they can be present inside of small particles. The physical state of microorganisms drastically impacts the feasibility of removal. In particular, the presence of microorganisms within effluent particles protects the organisms from disinfectants. However, filtration can be used to reduce the total number of effluent particles, as well as the size of effluent particles.

Development of tools to optimize filtration and disinfection systemsSampling at WWTP
The goal of our research is to develop guidelines for designing and operating filtration and disinfection systems such that the presence of microorganisms is sufficiently reduced. The degree of removal necessary is determined using a risk assessment framework that ensures protection of public health. To better understand the relationships between particles, microorganisms, and the effects of filtration and disinfection, we collect biologically treated but undisinfected wastewater from treatment plants and disinfect the samples in the laboratory. A computer model is then used to better understand the diffusion of disinfectants into particles and the disinfection of microorganisms occluded within particles. Samples used in our studies are collected from various treatment plants that represent a range of treatment technologies. The type of biological treatment used impacts the association of microorganisms in particles as well as the sizes and concentrations of effluent particles.

Laboratory tests: particles and disinfection characteristics
microscope The disinfectants that we use in the laboratory tests are chlorine, chloramines, and ultraviolet light. During each test, the concentrations of disinfectants and microorganisms are quantified at regular time intervals. For each wastewater sample collected, a series of water quality analyses is performed and information regarding the particle characteristics is obtained. A dye is introduced into a subsample of the wastewater prior to being filtered. The filter containing the stained particles is placed under a microscope and the particles are counted using computer-driven imaging software. Information on the particle sizes and shapes is obtained using the software.

Computer modeling: diffusion of disinfectants in particlescomputer modeling
After completing the laboratory analyses, the data are used in a computer model to predict the extent of penetration of disinfectants into the particles. Using information from the model, we develop criteria to optimally integrate the filtration and disinfection systems to collectively reduce the concentration of microorganisms in wastewater effluents. Output from the computer model is used in combination with published information on filtration performance to determine the most suitable type of filtration technology for specific treatment plants. Information obtained in this research will allow managers of treatment systems to use information on particles (total counts and size distribution) as a surrogate for effluent microbial presence.

Health-based criteria for optimizing filtration and disinfection systems
The final stage of our project is to demonstrate use of the optimization criteria using biologically treated wastewater collected from a full scale facility in a bench-scale filtration and disinfection reactor system. The ultimate goal of this research is to provide operational guidelines consisting of risk-based criteria that describe acceptable particle sizes for a range of disinfectant concentrations and contact times. To implement optimization protocols at full-scale treatment facilities, we will also develop methodologies for calibrating electronic particle counters and provide documentation for performing inactivation studies in conjunction with particle size measurements to calibrate and apply the numerical model. The tools developed in this project are intended to assist utility managers in making process decisions that are feasible and meet risk management objectives.

Background information:
Basagaoglu, H., McCoy, B. J., Ginn, T. R., Loge, F. J., and Dietrich, J. P. (2002) "A diffusion limited sorption kinetics model with polydispersed particles of distinct sizes and shapes." Advances in Water Resources, 25(7), 755-772.

Dietrich, J. P., Basagaoglu, H., Loge, F. J., and Ginn, T. R. (2003) "Preliminary assessment of transport processes influencing the penetration of chlorine into wastewater particles and the subsequent inactivation of particle-associated organisms." Water Research, 37(1), 139-149.

Emerick, R. W., Loge, F. J., Thompson, D., and Darby, J. L. (1999) "Factors influencing ultraviolet disinfection performance part II: Association of coliform bacteria with wastewater particles." Water Environment Research, 71(6), 1178-1187.

Loge, F. J., Emerick, R. W., Thompson, D. E., Nelson, D. C., and Darby, J. L. (1999) "Factors influencing ultraviolet disinfection performance part I: Light penetration to wastewater particles." Water Environment Research, 71(3), 377-381.

Loge, F. J., Emerick, R. W., Ginn, T. R., and Darby, J. L. (2002) "Association of coliform, bacteria with wastewater particles: impact of operational parameters of the activated sludge process." Water Research, 36(1), 41-48.