A Comparative Study of Different Kernel Functions Applied to LW-KPLS Model for Nonlinear Processes

QR Code

A Comparative Study of Different Kernel Functions Applied to LW-KPLS Model for Nonlinear Processes

Soft sensors are inferential estimators when the employment of hardware sensors is inapplicable, expensive, or difficult in industrial plant processes. Currently, a simple soft sensor, namely locally weighted partial least squares (LW-PLS), which can cope with the nonlinearity of the process, has...

Full description

Bibliographic Details
Main Authors:	Ngu, Joyce Chen Yen, Yeo, Christine
Format:	Journal Article
Published:	Comporter SRL 2022
Online Access:	http://hdl.handle.net/20.500.11937/88287

Similar Items

Locally weighted kernel partial least square model for nonlinear processes: A case study
by: Joyce Chen Yen, Ngu, et al.
Published: (2022)

Key performance indicators (KPls) for governance of public universities in Malaysia.
by: Shuib, Munir
Published: (2006)

Nonlinear fredholm functional-integral equation of first kind with degenerate kernel and integral maxima
by: Yuldashev, T. K., et al.
Published: (2023)

A comparative study of applying active-set and interior point methods in MPC for controlling nonlinear pH process
by: S., Syafiie, et al.
Published: (2014)

Analysis of lard in palm oil using long-wave near-infrared (LW-NIR) spectroscopy and gas chromatography-mass spectroscopy (GC–MS)
by: Hussain, Mutia Nurulhusna, et al.
Published: (2022)

Hydrate-Aqueous Liquid-Vapor Equilibrium (H-LW-V) for binary CO2/H2 Mixture in Aqueous Solutions of Water and Tetrahydrofuran
by: K.M., Sabil, et al.
Published: (2010)

An Intelligent Soft Sensor for Detecting Ammonia in a NanoFeCu Catalysed Sewage Treatment
by: Ngu, Joyce Chen Yen
Published: (2023)

Kernels for products of L-functions
by: Diamantis, Nikolaos, et al.
Published: (2013)

Nonlinear the first kind Fredholm integro-differential first-order equation with degenerate kernel and nonlinear maxima
by: Yuldashev, T. K., et al.
Published: (2022)

Kernel functions for the support vector machine: comparing performances on crude oil price data
by: Chiroma, Haruna, et al.
Published: (2014)

Performance of different operation techniques applied in genetic algorithm towards benchmark functions
by: Ong, Chin Hwa
Published: (2018)

Robust Kernel Density Function Estimation
by: Dadkhah, Kourosh
Published: (2010)

Hamilton-Jacobi Equation for Optimal Control of Nonlinear Stochastic Distributed Parameter Systems Applied to Air Pollution Process
by: Do, Khac Duc
Published: (2014)

On multistage homotopy-perturbation method applied to nonlinear biochemical reaction model
by: Hashim, Ishak, et al.
Published: (2008)

Fibrovascular redness grading using Gaussian process regression with radial basis function kernel
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2014)

Alternate approximate function for kernel function of oscillating lifting surfaces
by: Sulaeman, Erwin, et al.
Published: (2013)

Environmental assessment of different advanced oxidation processes applied to winery wastewater effluent
by: Agustina, Tuty, et al.
Published: (2009)

Approximate function for unsteady aerodynamic kernel function of aeroelastic lifting surfaces
by: Sulaeman, Erwin, et al.
Published: (2014)

Alternate approximate function for kernel function of planar oscillating lifting surfaces
by: Sulaeman, Erwin
Published: (2011)

Formulation of kernel function for aerodynamic loading on air vehicle
by: Sulaeman, Erwin
Published: (2011)

Approximate function for near-field kernel function of non-planar lifting surfaces
by: Sulaeman, Erwin
Published: (2011)

Applying the Functional Theory of Attitudes to Counterfeit Purchase
by: Sharma, Piyush, et al.
Published: (2015)

Extended nonlinear parametric process in anomalously pumped linear cavity oscillator
by: Lim, L. T., et al.
Published: (2014)

Comparative analysis of the functional aspects of mosque among different regions
by: Abd Talib, Rufaidah, et al.
Published: (2015)

Management of speeding comparing two applied engineering measures
by: Ebrahim, Zuhair, et al.
Published: (2013)

Management of speeding comparing two applied engineering measures
by: Ebrahim, Zuhair, et al.
Published: (2012)

Approximate function for far-field kernel function of oscillating non-planar lifting surfaces
by: Sulaeman, Erwin
Published: (2011)

Learning And Optimization Of The Kernel Functions From Insufficiently Labeled Data
by: Abbasnejad, M. Ehsan
Published: (2010)

Evaluate the performance of SVM kernel functions for multiclass cancer classification
by: Mohd Hatta, Noramalina, et al.
Published: (2020)

A comparative study of two different numerical schemes for the simulation of nonlinear dynamics of heated falling thin films
by: Hamza, Mohammad Ameer, et al.
Published: (2019)

Optimization for Nonlinear Uncertain Switched Stochastic Systems with Initial State Difference in Batch Culture Process
by: Yuan, J., et al.
Published: (2019)

Size-dependent coalescence kernel in fertilizer granulation-A comparative study
by: P., Roy, et al.
Published: (2009)

Size-dependent coalescence kernel in fertilizer granulation-A comparative study
by: P., Roy, et al.
Published: (2009)

Population density equations for stochastic processes with memory kernels
by: Lai, Yi Ming, et al.
Published: (2017)

Kernel-based fault diagnosis on mineral processing plants
by: Gorden, T., et al.
Published: (2006)

Adaptive MIMO Fuzzy Compensate Fuzzy Sliding Mode Algorithm: Applied to Second Order Nonlinear System.
by: Sulaiman, Nasri, et al.
Published: (2011)

Design of Model Free Adaptive Fuzzy Computed Torque Controller: Applied to Nonlinear Second Order System.
by: Sulaiman, Nasri, et al.
Published: (2011)

Heteroscedastic nonlinear regression by using Tanh Psi function
by: Habshah Mid,
Published: (2000)

Nonlinear functional analysis of boundary value problems 2013
by: Wu, Yong Hong, et al.
Published: (2014)

Heteroscedastic nonlinear regression by using Tanh psi function
by: Midi, Habshah
Published: (2000)