Parameter and State Estimation of One-Dimensional Infiltration Processes: A Simultaneous Approach

Parameter and State Estimation of One-Dimensional Infiltration Processes: A Simultaneous Approach

The Richards equation plays an important role in the study of agro-hydrological systems. It models the water movement in soil in the vadose zone, which is driven by capillary and gravitational forces. Its states (capillary potential) and parameters (hydraulic conductivity, saturated and residual soi...

Full description

Bibliographic Details
Main Authors:	Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Format:	Article
Language:	English
Published:	MDPI AG 2020-01-01
Series:	Mathematics
Subjects:	state estimation parameter estimation moving horizon estimation extended kalman filter ensemble kalman filter richards equation agro-hydrological systems
Online Access:	https://www.mdpi.com/2227-7390/8/1/134

Similar Items

A Decentralized Framework for Parameter and State Estimation of Infiltration Processes
by: Song Bo, et al.
Published: (2020-05-01)

State and Parameter Estimation of a Mathematical Carcinoma Model under Chemotherapeutic Treatment
by: Máté Siket, et al.
Published: (2020-12-01)

Comparisons on Kalman-Filter-Based Dynamic State Estimation Algorithms of Power Systems
by: Hui Liu, et al.
Published: (2020-01-01)

The effects of estimating a photoionization parameter within a physics-based model using data assimilation
by: Hodyss Daniel, et al.
Published: (2023-01-01)

The Design of Extended Complex Kalman Filter Based SpeedSensorless Induction Motor Drive
by: Emrah ZERDALI
Published: (2018-12-01)

An Efficient and Robust Estimation of Spatio‐Temporally Distributed Parameters in Dynamic Models by an Ensemble Kalman Filter
by: Yohei Sawada, et al.
Published: (2024-02-01)

Input-Output Selection for LSTM-Based Reduced-Order State Estimator Design
by: Sarupa Debnath, et al.
Published: (2023-01-01)

Comparison of Kalman Filters for State Estimation Based on Computational Complexity of Li-Ion Cells
by: Areeb Khalid, et al.
Published: (2023-03-01)

Recovery of Rapid Water Mass Changes (RWMC) by Kalman Filtering of GRACE Observations
by: Guillaume Ramillien, et al.
Published: (2020-04-01)

Cubature Ensemble Kalman Filter for Highly Dimensional Strongly Nonlinear Systems
by: Qingwen Meng, et al.
Published: (2020-01-01)

A Sequential Multiplicative Extended Kalman Filter for Attitude Estimation Using Vector Observations
by: Fangjun Qin, et al.
Published: (2018-05-01)

Model-Based Attitude Estimation for Multicopters
by: Radek Baranek, et al.
Published: (2014-01-01)

Using a Bivariate Polynomial in an EKF for State and Inductance Estimations in the Presence of Saturation Effects to Adaptively Control a PMSM
by: Tanja Zwerger, et al.
Published: (2022-01-01)

Unscented KALMAN Filtering for Spacecraft Attitude and Rate Determination Using Magnetometer
by: Sung-Woo Kim, et al.
Published: (2009-03-01)

Partition-based distributed extended Kalman filter for large-scale nonlinear processes with application to chemical and wastewater treatment processes
by: Li, Xiaojie, et al.
Published: (2024)

A Novel and Computationally Efficient Joint Unscented Kalman Filtering Scheme for Parameter Estimation of a Class of Nonlinear Systems
by: Altan Onat
Published: (2019-01-01)

Extended Kalman Filter-based localization algorithm by edge computing in Wireless Sensor Networks
by: Inam Ullah, et al.
Published: (2021-05-01)

Multiple model estimation with inter-residual distance feedback
by: Eivind J. Lund, et al.
Published: (1992-07-01)

Real-Time Parameter Estimation of a Dual-Pol Radar Rain Rate Estimator Using the Extended Kalman Filter
by: Wooyoung Na, et al.
Published: (2021-06-01)

DESIGN OF TARGET STATE ESTIMATION ALGORITHM WITH HYBRID MEASUREMENTS
by: Suzan Kale, et al.
Published: (2014-07-01)

Estimation of Airship Aerodynamic Forces and Torques Using Extended Kalman Filter
by: Muhammad Wasim, et al.
Published: (2020-01-01)

Kalman filtering and other digital estimation techniques [kaset] /
by: Mendel, Jerry M., 1938-
Published: (1987)

On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering
by: Ola Norderhaug, et al.
Published: (1988-01-01)

Implementation and Comparison of Attitude Estimation Algorithms Using Low-Cost Sensors
by: M. Navabi, et al.
Published: (2023-05-01)

Fault Parameter Estimation Using Adaptive Fuzzy Fading Kalman Filter
by: Donggil Kim, et al.
Published: (2019-08-01)

Control adaptativo basado en mínima varianza y filtro de Kaiman
by: Eduardo Giraldo, et al.
Published: (2013-05-01)

Control of the Amplitude in a Surging Balling Drum Circuit, a New Approach to an Old Problem
by: Knut Rapp, et al.
Published: (2003-10-01)

Online Parameter Identification of Ultracapacitor Models Using the Extended Kalman Filter
by: Lei Zhang, et al.
Published: (2014-05-01)

Real-Time Trajectory Estimation of Space Launch Vehicle Using Extended Kalman Filter and Unscented Kalman Filter
by: Jeong-Ho Baek, et al.
Published: (2005-12-01)

Analysis of the Sensitivity of Extended Kalman Filter-Based Inertia Estimation Method to the Assumed Time of Disturbance
by: Davide del Giudice, et al.
Published: (2019-02-01)

An Improved Extended Kalman Filter for Radar Tracking of Satellite Trajectories
by: Milca de Freitas Coelho, et al.
Published: (2021-08-01)

Research on Moving Force Estimation of the Bridge Structure using the Adaptive Input Estimation Method
by: Tsung-Chien Chen, et al.
Published: (2008-06-01)

Research on Permanent Magnet Synchronous Motor Control System Based on Adaptive Kalman Filter
by: Jiadong Cui, et al.
Published: (2022-05-01)

On the Vehicle Sideslip Angle Estimation: A Literature Review of Methods, Models, and Innovations
by: Daniel Chindamo, et al.
Published: (2018-03-01)

Comparison Study on the Battery SoC Estimation with EKF and UKF Algorithms
by: Hongwen He, et al.
Published: (2013-09-01)

Unscented Kalman Filter for Determination of Spacecraft Attitude Using Different Attitude Parameterizations and Real Data
by: Roberta Veloso Garcia, et al.
Published: (2016-03-01)

An Initial Value Estimation Method for the Kalman and Extended Kalman Filters in Underground Metal Detection
by: Yadong Wan, et al.
Published: (2019-10-01)

Evaluating Tracking Rotations Using Maximal Entropy Distributions for Smartphone Applications
by: James Brotchie, et al.
Published: (2021-01-01)

PMU-Based Dynamic Model Calibration of Type 4 Wind Turbine Generators
by: Fatih Erden, et al.
Published: (2023-04-01)

Using global Bayesian optimization in ensemble data assimilation: parameter estimation, tuning localization and inflation, or all of the above
by: Spencer Lunderman, et al.
Published: (2021-01-01)