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MPC Tutorial I: Dynamic Matrix Control
A tutorial for beginners to learn dynamic matrix control
18 years 前 | 11850 次下载 |
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Relative Gain Array
Function to calculate the RGA, the General RGA, the Input and Output Effectiveness
18 years 前 | 5206 次下载 |
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Partial Least-Squares and Discriminant Analysis
A tutorial and tool using PLS for discriminant analysis.
18 years 前 | 12690 次下载 |
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Learning PID Tuning III: Performance Index Optimization
A tool and tutorial to perform optimal PID tuning
18 years 前 | 12618 次下载 |
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Bhattacharyya Distance Measure for Pattern Recognition
A Tool to calculate the Bhattacharyya Distance Measure for Pattern Recognition
18 years 前 | 9596 次下载 |
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The Optimal ITAE Transfer Function for Step Input
Revisit the optimal ITAE transfer function using numerical optimization and digital computer
18 years 前 | 4251 次下载 |
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Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter
A function using the unscented Kalman filter to perform nonlinear least square nonlinear optimizatio
18 years 前 | 10383 次下载 |
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Neural Network training using the Extended Kalman Filter
A function using the extended Kalman filter to train MLP neural networks
18 years 前 | 12772 次下载 |
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Learning the Extended Kalman Filter
An implementation of Extended Kalman Filter for nonlinear state estimation.
18 years 前 | 61174 次下载 |
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fminconCSD
A wrap of fmincon using complex step differentiation to calculate gradient
18 years 前 | 2234 次下载 |
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Simulink Library: Performance Index
A small simulink library to provide performance index measurements.
18 years 前 | 7549 次下载 |
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Stochastic Subspace Realization
A tool to identify a state space model from stochastic signals
18 years 前 | 3709 次下载 |
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Efficient K-Means Clustering using JIT
A simple but fast tool for K-means clustering
18 years 前 | 14122 次下载 |
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Fast Range Search through JIT (ver 2)
A small but fast tool to perform range search.
18 years 前 | 2500 次下载 |
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Efficient Kernel Smoothing Regression using KD-Tree
Efficiency improved multivariant kernel regression using kd-tree
18 years 前 | 4467 次下载 |
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Multivariant Kernel Regression and Smoothing
A multivariant Gaussian kernel regression and smoothing tool.
18 years 前 | 6283 次下载 |
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Evaporator and Gradient Control
A Simulink model of an evaporator with gradient control
18 years 前 | 3899 次下载 |
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Update Inverse Matrix
update inverse of matrix after appending or reducing one coulmn and one row.
18 years 前 | 2511 次下载 |
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Faddeev-Leverrier Algorithm
An iterative approach to generate characteristic polynomial coefficients
18 years 前 | 3029 次下载 |
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linearizor
A complement tool and tutorial for nonlinear dynamic system linearization
18 years 前 | 3355 次下载 |
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Steam Condenser Model and PI Control
A dynamic model of a steam condenser with PID control.
18 years 前 | 5801 次下载 |
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Neural Network training using the Unscented Kalman Filter
A function using the unscented Kalman filter to train MLP neural networks
18 years 前 | 8503 次下载 |
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Learning PID Tuning II: Stability Margin
A tutorial to learn Ziegler-Nichols PID tuning
18 years 前 | 10545 次下载 |
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Learning PID Tuning I: Process Reaction Curve
process reaction curve approach to tune PID controller
18 years 前 | 6992 次下载 |
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Unconstrained Optimization using the Extended Kalman Filter
A function using the extended Kalman filter to perform unconstrained nonlinear optimization
18 years 前 | 6176 次下载 |
