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Dual State-Mechanism Adjustment Adaptive Filtering to Improve Accuracy of Subsurface Transport Models
Publisher: American Society of Civil Engineers
Abstract: This study proposes a state-updating scheme and a mechanism-updating scheme for a subsurface contaminant model so as to compose a dual state-mechanism adjustment adaptive filter (DAAF) to improve the plume transport ...
Kalman Filtering with Regional Noise to Improve Accuracy of Contaminant Transport Models
Publisher: American Society of Civil Engineers
Abstract: Spatially independent Gaussian noise has been widely assumed in examining the Kalman filter (KF) properties in different areas of engineering practice. However, for subsurface modeling, it is more reasonable to consider ...
Discussion of “<i>Multi‐Objective Decision‐Making in Waste Disposal Planning</i>” by Robert D. Perlack and Cleve E. Willis (June, 1985, Vol. 111, No. 3)
Publisher: American Society of Civil Engineers
Field Estimation of Standard Deviations for 3D Gaussian Model
Publisher: American Society of Civil Engineers
Abstract: A method has been developed that gives analytical solutions for estimation of the standard deviations σ
Use of Simulation Filters in Three-Dimensional Groundwater Contaminant Transport Modeling
Publisher: American Society of Civil Engineers
Abstract: Contaminants have been modeled using numerical models to predict their fate and transport. These models are simplified by introducing approximation that plagues the model with truncation and round-off errors. In order to ...
State and Parameter Estimation with an SIR Particle Filter in a Three-Dimensional Groundwater Pollutant Transport Model
Publisher: American Society of Civil Engineers
Abstract: Mathematical modeling of the contaminants in the subsurface is important to predict the spread of the plume as well as for risk assessment. A three-dimensional subsurface contaminant transport model with an instantaneous ...
Adaptive Kalman Filtering Scheme for the Simulation of Benzene in Subsurface Environment
Publisher: American Society of Civil Engineers
Abstract: Accurate information about contaminant plume migration in the subsurface plays an important role in risk assessment and emergency response during site remediation. Rapid emergency response during severe soil contamination ...
Application of Kalman Filter with Time-Correlated Measurement Errors in Subsurface Contaminant Transport Modeling
Publisher: American Society of Civil Engineers
Abstract: Prediction of a conservative solute transport in the subsurface is investigated by applying a Kalman filter (KF) that uses time-correlated-error and a KF that uses Gaussian error. The observation data generated from an ...
Application of Sequential Data-Assimilation Techniques in Groundwater Contaminant Transport Modeling
Publisher: American Society of Civil Engineers
Abstract: Groundwater contaminant transport modeling is basically performed to predict contaminant concentration and to understand the biochemical and physical processes that happen in the subsurface of porous media. Modelers have ...
Bounded Implicit Enumeration for Wastewater‐Treatment Systems
Publisher: American Society of Civil Engineers
Abstract: A wastewater‐treatment system can be represented by a multistage configuration consisting of a variety of unit processes from various stages. The number of treatment combinations may be very large when the number of unit ...