Nonlinear Dynamic Lettuce Growth Model: Parameter Selection and Estimation for N-Limited Experiments : WestminsterResearch

Publication dates
Title	Nonlinear Dynamic Lettuce Growth Model: Parameter Selection and Estimation for N-Limited Experiments
Authors	Ioslovish, I., Ramirez Sosa Moran, M.I. and Gutman Per-O
Type	Conference paper
Abstract	Regulations of European Commission have imposed upper limits of nitrate in lettuce due to possible health hazards for consumers. These nitrate limits create problems for growers in Northern countries. Therefore an effective modeling tool for lettuce growth is necessary. A parameter estimation for a nonlinear three-state model for N-limited lettuce growth in greenhouses is presented in this paper. The variable structural nitrogen concentration and water content are included in the model. The experimental data collected for identification does not allow to readily estimate all parameters of the model, and a recently proposed Dominant Parameter Selection (DPS) method [8], [9] is used to select the set of parameters to be effectively estimated. The calibrated model was perfectly fitted to existing experimental data.
Keywords	Nonlinear identification; Lettuce growth; Nicolet model
Year	2005
Conference	Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05
Publisher	IEEE
Published	Dec 2005
Journal citation	pp. 5534 - 5539
Book title	44th IEEE Conference on Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05.
ISBN	0-7803-9567-0
Digital Object Identifier (DOI)	https://doi.org/10.1109/CDC.2005.1583043
Web address (URL) of conference proceedings	http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=10559

Related outputs

An experimental validation of NICOLET B3 mathematical model for lettuce growth in the southeast region of Coahuila México by dynamic simulation
Juárez-Maldonado, A., De-Alba-Romenus, K., Ramirez Sosa Moran, M.I., Benavides-Mendoza, A. and Robledo-Torres, V. 2010. An experimental validation of NICOLET B3 mathematical model for lettuce growth in the southeast region of Coahuila México by dynamic simulation . 2010 7th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2010). Tuxtla Gutiérrez, Chiapas, México. September 8-10, 2010 08 Sep 2010 IEEE . https://doi.org/10.1109/ICEEE.2010.5608663

Identification of a nonlinear dynamic biological model using the dominant parameter selection method
Ioslovish, I., Ramirez Sosa Moran, M.I. and Gutman Per-O 2010. Identification of a nonlinear dynamic biological model using the dominant parameter selection method. Journal of the Franklin Institute. 347 (6), pp. 1001-1014. https://doi.org/10.1016/j.jfranklin.2009.11.007

A Single-Frame Super-Resolution Innovative Approach
Ramirez Sosa Moran, M.I., Torres-Méndez, L.A. and Castelán, M. 2007. A Single-Frame Super-Resolution Innovative Approach. in: MICAI 2007: Advances in Artificial Intelligence Springer. pp. 640-649

Example-Based Face Shape Recovery Using the Zenith Angle of the Surface Normal
Ramirez Sosa Moran, M.I., Castelán, M., Almazán-Delfín, A.J. and Torres-Méndez, L.A. 2007. Example-Based Face Shape Recovery Using the Zenith Angle of the Surface Normal. in: MICAI 2007: Advances in Artificial Intelligence Springer. pp. 758-768

Robust stability of a diamond of complex multivariate polynomials
Ramirez Sosa Moran, M.I. 2001. Robust stability of a diamond of complex multivariate polynomials. American Control Conference, 2001. Proceedings of the 2001. Arlington, VA 25 Jun 2001 IEEE . https://doi.org/10.1109/ACC.2001.945723

Robust Stability of Multivariate Polynomials, Part 3: Frequency Domain Approach
Kharitonov, V.L., Ramirez Sosa Moran, M.I. and Torres-Munoz, J.A. 2000. Robust Stability of Multivariate Polynomials, Part 3: Frequency Domain Approach. Multidimensional Systems and Signal Processing. 11 (3), pp. 213-231. https://doi.org/10.1023/A:1008434513790

On multivariate zero exclusion principle: application to stability radius
Ramirez Sosa Moran, M.I., Torres-Munoz, J.A. and Kharitonov, V.L. 1999. On multivariate zero exclusion principle: application to stability radius . Decision and Control. Phoenix, AZ 07 Dec 1999 IEEE . https://doi.org/10.1109/CDC.1999.833256

Robust Stability of Multivariate Polynomials, Part 2: Polytopic Coefficient Variations
Kharitonov, V.L., Torres-Munoz, J.A. and Ramirez Sosa Moran, M.I. 1999. Robust Stability of Multivariate Polynomials, Part 2: Polytopic Coefficient Variations. Multidimensional Systems and Signal Processing. 10 (1), pp. 21-32. https://doi.org/10.1023/A:1008437801340

Robust stability of a diamond of multivariate polynomials
Ramirez Sosa Moran, M.I. and Kharitonov, V.L. 1998. Robust stability of a diamond of multivariate polynomials. American Control Conference. Philadelphia, PA 21 Jun 1998 IEEE . https://doi.org/10.1109/ACC.1998.703273

Stability and robust stability of multivariate polynomials
Kharitonov, V.L., Torres-Munoz, J.A. and Ramirez Sosa Moran, M.I. 1997. Stability and robust stability of multivariate polynomials. Decision and Control, 1997., Proceedings of the 36th IEEE Conference on . San Diego, CA 10 Dec 1997 IEEE . https://doi.org/10.1109/CDC.1997.652346

Permalink - https://westminsterresearch.westminster.ac.uk/item/9w39q/nonlinear-dynamic-lettuce-growth-model-parameter-selection-and-estimation-for-n-limited-experiments

Nonlinear Dynamic Lettuce Growth Model: Parameter Selection and Estimation for N-Limited Experiments

Related outputs

Share this

Usage statistics

Export as