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Seshu Kumar Damarla
Seshu Kumar Damarla
Chemical and Materials Engineering, University of Alberta, Canada
在 ualberta.ca 的电子邮件经过验证
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引用次数
引用次数
年份
Modern machine learning tools for monitoring and control of industrial processes: A survey
RB Gopaluni, A Tulsyan, B Chachuat, B Huang, JM Lee, F Amjad, ...
IFAC-PapersOnLine 53 (2), 218-229, 2020
352020
A Gaussian mixture model based virtual sample generation approach for small datasets in industrial processes
L Li, SK Damarla, Y Wang, B Huang
Information Sciences 581, 262-277, 2021
312021
Valve stiction detection and quantification using a k-means clustering based moving window approach
D Zheng, X Sun, SK Damarla, A Shah, J Amalraj, B Huang
Industrial & Engineering Chemistry Research 60 (6), 2563-2577, 2021
272021
Numerical solution of multi-order fractional differential equations using generalized triangular function operational matrices
SK Damarla, M Kundu
Applied Mathematics and Computation 263, 189-203, 2015
262015
Parallel interaction spatiotemporal constrained variational autoencoder for soft sensor modeling
X Zhu, SK Damarla, K Hao, B Huang
IEEE Transactions on Industrial Informatics 18 (8), 5190-5198, 2021
192021
ConvLSTM and self-attention aided canonical correlation analysis for multioutput soft sensor modeling
X Zhu, SK Damarla, K Hao, B Huang, H Chen, Y Hua
IEEE Transactions on Instrumentation and Measurement 72, 1-10, 2023
162023
Chemometric monitoring: product quality assessment, process fault detection, and applications
M Kundu, PK Kundu, SK Damarla
CRC Press, 2017
152017
Fractional order processes: simulation, identification, and control
SK Damarla, M Kundu
CRC Press, 2018
132018
Numerical solution of fractional order differential-algebraic equations using generalized triangular function operational matrices
SK Damarla, M Kundu
Journal of Fractional Calculus and Applications, 2015
82015
Control valve stiction detection using Markov transition field and deep convolutional neural network
A Memaria, SK Damarla, B Huang
The Canadian Journal of Chemical Engineering 101 (11), 6114-6125, 2023
72023
Design of robust fractional PID controller using triangular strip operational matrices
SK Damarla, M Kundu
Fractional Calculus and Applied Analysis 18, 1291-1326, 2015
72015
Practical linear regression-based method for detection and quantification of stiction in control valves
SK Damarla, X Sun, F Xu, A Shah, J Amalraj, B Huang
Industrial & Engineering Chemistry Research 61 (1), 502-514, 2021
62021
Monitoring of drum-boiler process using statistical techniques
SK Damarla, M Kundu
International Journal of Chemical Engineering and Applications (IJCEA), 2011
62011
Classification of tea samples using learning vector quantization neural network
S Damarla, M Kundu
2020 IEEE Applied Signal Processing Conference (ASPCON), 99-103, 2020
52020
Classification of unknown thermocouple types using similarity factor measurement
SK Damarla, P Kundu
Sensors & Transducers 124 (1), 11, 2011
52011
Machine learning for industrial sensing and control: A survey and practical perspective
NP Lawrence, SK Damarla, JW Kim, A Tulsyan, F Amjad, K Wang, ...
Control Engineering Practice 145, 105841, 2024
42024
A sigmoid function based method for detection of stiction in control valves
SK Damarla, X Sun, F Xu, A Shah, B Huang
2022 IEEE International Symposium on Advanced Control of Industrial …, 2022
42022
Approximate solution of nonlinear fractional order biochemical reaction model by multistage new iterative method
SK Damarla, M Kundu
Journal of Fractional Calculus and Applications, 2014
42014
Decoupling multivariable processes using partial least squares for decentralized control
SK Damarla, M Kundu
International Journal of Computer Applications 64 (5), 2013
42013
Statistical test-based practical methods for detection and quantification of stiction in control valves
SK Damarla, X Sun, F Xu, A Shah, B Huang
Industrial & Engineering Chemistry Research 62 (10), 4410-4421, 2023
32023
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