Sirish L. Shah

82 papers B 2C 20Journal 48Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Time series representation learning via cross-domain predictive and contextual contrasting: Application to fault detection.
Eng. Appl. Artif. Intell.
Ibrahim Yousef, Sirish L. Shah, R. Bhushan Gopaluni
2024 J jnl
A Probabilistic Framework for Online Analysis of Alarm Floods Using Convolutional Neural Networks.
IEEE Trans. Instrum. Meas.
Haniyeh Seyed Alinezhad, Jun Shang, Tongwen Chen, Sirish L. Shah
2024 J jnl
A semi-centralized multi-agent RL framework for efficient irrigation scheduling.
CoRR
Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu, Sirish L. Shah
2024 J jnl
ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling.
CoRR
Bernard T. Agyeman, Jinfeng Liu, Sirish L. Shah
2023 — conf
Evaluation of Time-Series Imaging for Visual Analytics and Processing of an Indoor Air Quality Sensors Network.
SENSORS
Hugo O. Garcés, Eduardo E. Espinosa, Mohamed A. Ahmed, Alejandro J. Rojas, Tongwen Chen, Sirish L. Shah
2023 J jnl
Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling.
CoRR
Bernard T. Agyeman, Mohamed Naouri, Willemijn Appels, Jinfeng Liu, Sirish L. Shah
2023 J jnl
Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application.
CoRR
Bernard T. Agyeman, Erfan Orouskhani, Mohamed Naouri, Willemijn Appels, Maik Wolleben, Jinfeng Liu, Sirish L. Shah
2022 C conf
Discovery of Alarm Correlations Based on Pattern Mining and Network Analysis.
ACC
Harikrishna Rao Mohan Rao, Boyuan Zhou, Tongwen Chen, Sirish L. Shah
2021 — conf
Boiler Monitoring based on Data Analytics Tools.
MED
Hugo O. Garcés, Eduardo Morales, Eduardo E. Espinosa, Alejandro J. Rojas, Sirish L. Shah
2021 J jnl
LSTM-based model predictive control with discrete inputs for irrigation scheduling.
CoRR
Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah
2021 C conf
Soil moisture map construction by sequential data assimilation using an extended Kalman filter.
ACC
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
2020 J jnl
Soil moisture map construction using microwave remote sensors and sequential data assimilation.
CoRR
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
2019 J jnl
Parameter and state estimation of an agro-hydrological system based on system observability analysis.
Comput. Chem. Eng.
Jannatun Nahar, Jinfeng Liu, Sirish L. Shah
2018 J jnl
A novel data-driven leak detection and localization algorithm using the Kantorovich distance.
Comput. Chem. Eng.
B. M. S. Arifin, Zukui Li, Sirish L. Shah, Gordon A. Meyer, Amanda Colin
2018 C conf
Design of a Performance-Driven Control System Based on the Control Assessment.
IECON
Takuya Kinoshita, Yoshihiro Ohnishi, Toru Yamamoto, Sirish L. Shah
2018 J jnl
Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods.
IEEE Trans. Ind. Electron.
Wenkai Hu, Tongwen Chen, Sirish L. Shah
2018 J jnl
Discovering Association Rules of Mode-Dependent Alarms From Alarm and Event Logs.
IEEE Trans. Control. Syst. Technol.
Wenkai Hu, Tongwen Chen, Sirish L. Shah
2018 J jnl
Framework for a smart data analytics platform towards process monitoring and alarm management.
Comput. Chem. Eng.
Wenkai Hu, Sirish L. Shah, Tongwen Chen
2018 J jnl
Toward the Advancement of Decision Support Tools for Industrial Facilities: Addressing Operation Metrics, Visualization Plots, and Alarm Floods.
IEEE Trans Autom. Sci. Eng.
Ahmad W. Al-Dabbagh, Wenkai Hu, Shiqi Lai, Tongwen Chen, Sirish L. Shah
2017 C conf
An automated data-driven method to detect mode-based alarms.
ACC
Wenkai Hu, Tongwen Chen, Sirish L. Shah
2017 — conf
Better understanding of process operation using performance metrics and visualization plots.
CCTA
Ahmad W. Al-Dabbagh, Wenkai Hu, Shiqi Lai, Tongwen Chen, Sirish L. Shah
2016 C conf
A design of data-driven PID controller based on steady-state performance.
IECON
Yoshihiro Ohnishi, Takuya Kinoshita, Akinori Inoue, Toru Yamamoto, Sirish L. Shah
2016 J jnl
An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems.
IEEE Trans Autom. Sci. Eng.
Jiandong Wang, Fan Yang, Tongwen Chen, Sirish L. Shah
2016 J jnl
Design and Experimental Evaluation of a Performance-Driven PID Controller.
J. Robotics Mechatronics
Toru Yamamoto, Takuya Kinoshita, Yoshihiro Ohnishi, Sirish L. Shah
2015 J jnl
Detection of Causal Relationships Based on Residual Analysis.
IEEE Trans Autom. Sci. Eng.
Vinicius M. Marques, Celso José Munaro, Sirish L. Shah
2015 B conf
Fuel Efficiency Modeling and Prediction for Automotive Vehicles: A Data-Driven Approach.
SMC
Xunyuan Yin, Zhaojian Li, Sirish L. Shah, Lisong Zhang, Changhong Wang
2015 J jnl
Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables.
IEEE Trans. Control. Syst. Technol.
Ping Duan, Fan Yang, Sirish L. Shah, Tongwen Chen
2014 J jnl
Guest Editorial Integrated Optimization of Industrial Automation.
IEEE Trans Autom. Sci. Eng.
Tianyou Chai, Hong Wang, Si-Zhao Joe Qin, Tongwen Chen, Sirish L. Shah
2014 J jnl
Recursive constrained state estimation using modified extended Kalman filter.
Comput. Chem. Eng.
Jagdeesan Prakash, Biao Huang, Sirish L. Shah
2013 C conf
Constrained dual ensemble Kalman filter for state and parameter estimation.
ACC
Vinay A. Bavdekar, Jagdeesan Prakash, Sirish L. Shah, R. Bhushan Gopaluni
2013 — conf
Data-based causality detection from a system identification perspective.
ECC
Vinicius M. Marques, Celso José Munaro, Sirish L. Shah
2013 J jnl
Direct Causality Detection via the Transfer Entropy Approach.
IEEE Trans. Control. Syst. Technol.
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
2012 J jnl
An image differencing method for interface level detection in separation cells.
Mach. Vis. Appl.
Phanindra Jampana, Sirish L. Shah
2012 C conf
Design of a model predictive controller for interface level regulation in oil sands separation cells.
ACC
Anuj Narang, Sirish L. Shah, Tongwen Chen, Eliyya Shukeir, Ramesh Kadali
2012 C conf
Detection of direct causality based on process data.
ACC
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
2012 — conf
Fault detection using marginalized likelihood ratio and uniform priors: Justifications and challenges.
CDC
Fariborz Kiasi, Jagdeesan Prakash, Sirish L. Shah
2012 J jnl
Graphical tools for routine assessment of industrial alarm systems.
Comput. Chem. Eng.
Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, Tim Black, Tongwen Chen
2012 J jnl
Signed directed graph based modeling and its validation from process knowledge and process data.
Int. J. Appl. Math. Comput. Sci.
Fan Yang, Sirish L. Shah, Deyun Xiao
2010 C conf
Correlation analysis of alarm data and alarm limit design for industrial processes.
ACC
Fan Yang, Sirish L. Shah, Deyun Xiao
2010 — conf
Effective resource utilization for Alarm Management.
CDC
Iman Izadi, Sirish L. Shah, Tongwen Chen
2010 — conf
Graphical representation of industrial alarm data.
IFAC HMS
Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, Tim Black
2010 — conf
Quantification of alarm chatter based on run length distributions.
CDC
Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, David S. Shook, Ramesh Kadali
2010 C conf
Tuning of fractional PI controllers for fractional order system models with and without time delays.
ACC
Anuj Narang, Sirish L. Shah, Tongwen Chen
2009 B conf
3D variational brain tumor segmentation on a clustered feature set.
Image Processing
Karteek Popuri, Dana Cobzas, Martin Jägersand, Sirish L. Shah, Albert Murtha
2009 J jnl
Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms.
Sensors
Fan Yang, Deyun Xiao, Sirish L. Shah
2009 — conf
SDG model-based analysis of fault propagation in control systems.
CCECE
Fan Yang, Sirish L. Shah, Deyun Xiao
2008 C conf
Constrained state estimation using the ensemble Kalman filter.
ACC
Jagdeesan Prakash, Sachin C. Patwardhan, Sirish L. Shah
2008 J jnl
Kalman filters in non-uniformly sampled multirate systems: For FDI and beyond.
Autom.
Weihua Li, Sirish L. Shah, Deyun Xiao
2008 J jnl
Optimal H
Syst. Control. Lett.
Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah
2008 C conf
Parity space fault detection based on irregularly sampled data.
ACC
Iman Izadi, Sirish L. Shah, Tongwen Chen
2007 — conf
Closed-loop model validation based on the two-model divergence method.
CDC
Hailei Jiang, Biao Huang, Sirish L. Shah
2007 C conf
Design of a PID Controller with a Performance-Driven Adaptive Mechanism.
ACC
Yoshihiro Ohnishi, Kenji Takao, Toru Yamamoto, Sirish L. Shah
2007 — conf
Design of a Performance-Adaptive PID Controller.
ICNSC
Toru Yamamoto, Sirish L. Shah
2007 — conf
Design of a data-driven performance-adaptive PID controller.
ALCOSP
Takayuki Kono, Toru Yamamoto, Takao Hinamoto, Sirish L. Shah
2007 J jnl
Optimal
IEEE Trans. Autom. Control.
Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah
2007 J jnl
Optimal H
Int. J. Control
Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah
2006 C conf
Detection and quantification of valve stiction.
ACC
M. Ali Ahammad Shoukat Choudhury, Mridul Jain, Sirish L. Shah
2006 C conf
Fault detection of gearbox from vibration signals using time-frequency domain averaging.
ACC
Enayet B. Halim, Sirish L. Shah, Ming J. Zuo, M. Ali Ahammad Shoukat Choudhury
2006 J jnl
Subspace identification for FDI in systems with non-uniformly sampled multirate data.
Autom.
Weihua Li, Zhengang Han, Sirish L. Shah
2005 C conf
Data-driven Kalman filters for non-uniformly sampled multirate systems with application to fault diagnosis.
ACC
Weihua Li, Sirish L. Shah
2005 J jnl
Optimal filtering for multirate systems.
IEEE Trans. Circuits Syst. II Express Briefs
Jie Sheng, Tongwen Chen, Sirish L. Shah
2004 J jnl
Diagnosis of poor control-loop performance using higher-order statistics.
Autom.
M. Ali Ahammad Shoukat Choudhury, Sirish L. Shah, Nina F. Thornhill
2004 J jnl
On-line outlier detection and data cleaning.
Comput. Chem. Eng.
Hancong Liu, Sirish L. Shah, Wei Jiang
2004 C conf
Robustness of dual-rate inferential MPC systems.
ACC
John Anthony Rossiter, Jie Sheng, Tongwen Chen, Sirish L. Shah
2003 C conf
A comparison of lifting and inferential control for multi-rate systems.
ACC
John Anthony Rossiter, Tongwen Chen, Sirish L. Shah
2003 J jnl
Application of dual-rate modeling to CCR octane quality inferential control.
IEEE Trans. Control. Syst. Technol.
Dongguang Li, Sirish L. Shah, Tongwen Chen, Kent Z. Qi
2002 J jnl
Analysis of dual-rate inferential control systems.
Autom.
Dongguang Li, Sirish L. Shah, Tongwen Chen
2002 C conf
Experiment design for MPC relevant identification.
ACC
R. Bhushan Gopaluni, R. S. Patwardhan, Sirish L. Shah
2001 C conf
On stability robustness of dual-rate generalized predictive control systems.
ACC
Jie Sheng, Tongwen Chen, Sirish L. Shah
2000 J jnl
Adaptive fuzzy relational predictive control.
Fuzzy Sets Syst.
C. H. Wong, Sirish L. Shah, Mary M. Bourke, D. Grant Fisher
2000 J jnl
Feedforward plus feedback controller performance assessment of MIMO systems.
IEEE Trans. Control. Syst. Technol.
Biao Huang, Sirish L. Shah, Randy Miller
2000 J jnl
Fuzzy relational predictive identification.
Fuzzy Sets Syst.
C. H. Wong, Sirish L. Shah, D. Grant Fisher
1997 J jnl
An observational trial of a computerized drug delivery system on two patients.
IEEE Trans. Control. Syst. Technol.
K. Ezra Kwok, Sirish L. Shah, Barry A. Finegan, Gary K. Kwong
1997 J jnl
Good, bad or optimal? Performance assessment of multivariable processes.
Autom.
Biao Huang, Sirish L. Shah, K. Ezra Kwok
1996 J jnl
Simultaneous estimation of parameters for different orders of discrete orthonormal function models.
IEEE Trans. Signal Process.
Pranob Banerjee, Sirish L. Shah
1995 J jnl
Evaluation of a long-range adaptive predictive controller for computerized drug delivery systems.
IEEE Trans. Biomed. Eng.
K. Ezra Kwok, Sirish L. Shah, A. Sandy Clanachan, Barry A. Finegan
1995 J jnl
The role of signal processing methods in the robust design of predictive control.
Autom.
Pranob Banerjee, Sirish L. Shah
1987 J jnl
Robust design of adaptive control systems using conic sector theory.
Autom.
William R. Cluett, Sirish L. Shah, D. Grant Fisher
1986 J jnl
A self-tuning robust controller.
Autom.
Hyung K. Song, Sirish L. Shah, D. Grant Fisher
1984 J jnl
Authors' reply.
Autom.
Sirish L. Shah, Costas Kiparissides
1984 J jnl
Multivariable adaptive predictive control of a binary distillation column.
Autom.
Juan M. Martin-Sanchez, Sirish L. Shah
1983 J jnl
Self-tuning and stable adaptive control of a batch polymerization reactor.
Autom.
Costas Kiparissides, Sirish L. Shah