Sirish L. Shah

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 21

Top Topics

Extended Kalman Filter

Causal Relations

Discovering Association Rules

Top Venues

Comput. Chem. Eng.

IEEE Trans Autom. Sci. Eng.

Publications

Haniyeh Seyed Alinezhad, Jun Shang, Tongwen Chen, Sirish L. Shah
A Probabilistic Framework for Online Analysis of Alarm Floods Using Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 73 (2024)
Bernard T. Agyeman, Mohamed Naouri, Willemijn Appels, Jinfeng Liu, Sirish L. Shah
Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling. CoRR (2023)
Bernard T. Agyeman, Erfan Orouskhani, Mohamed Naouri, Willemijn Appels, Maik Wolleben, Jinfeng Liu, Sirish L. Shah
Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application. CoRR (2023)
Hugo O. Garces, Eduardo E. Espinosa, Mohamed A. Ahmed, Alejandro J. Rojas, Tongwen Chen, Sirish L. Shah
Evaluation of Time-Series Imaging for Visual Analytics and Processing of an Indoor Air Quality Sensors Network. SENSORS (2023)
Harikrishna Rao Mohan Rao, Boyuan Zhou, Tongwen Chen, Sirish L. Shah
Discovery of Alarm Correlations Based on Pattern Mining and Network Analysis. ACC (2022)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction by sequential data assimilation using an extended Kalman filter. ACC (2021)
Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah
LSTM-based model predictive control with discrete inputs for irrigation scheduling. CoRR (2021)
Hugo O. Garces, Eduardo Morales, Eduardo E. Espinosa, Alejandro J. Rojas, Sirish L. Shah
Boiler Monitoring based on Data Analytics Tools. MED (2021)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction using microwave remote sensors and sequential data assimilation. CoRR (2020)
Jannatun Nahar, Jinfeng Liu, Sirish L. Shah
Parameter and state estimation of an agro-hydrological system based on system observability analysis. Comput. Chem. Eng. 121 (2019)
Ahmad W. Al-Dabbagh, Wenkai Hu, Shiqi Lai, Tongwen Chen, Sirish L. Shah
Toward the Advancement of Decision Support Tools for Industrial Facilities: Addressing Operation Metrics, Visualization Plots, and Alarm Floods. IEEE Trans Autom. Sci. Eng. 15 (4) (2018)
Wenkai Hu, Tongwen Chen, Sirish L. Shah
Discovering Association Rules of Mode-Dependent Alarms From Alarm and Event Logs. IEEE Trans. Control. Syst. Technol. 26 (3) (2018)
B. M. S. Arifin, Zukui Li, Sirish L. Shah, Gordon A. Meyer, Amanda Colin
A novel data-driven leak detection and localization algorithm using the Kantorovich distance. Comput. Chem. Eng. 108 (2018)
Takuya Kinoshita, Yoshihiro Ohnishi, Toru Yamamoto, Sirish L. Shah
Design of a Performance-Driven Control System Based on the Control Assessment. IECON (2018)
Wenkai Hu, Sirish L. Shah, Tongwen Chen
Framework for a smart data analytics platform towards process monitoring and alarm management. Comput. Chem. Eng. 114 (2018)
Wenkai Hu, Tongwen Chen, Sirish L. Shah
Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods. IEEE Trans. Ind. Electron. 65 (9) (2018)
Wenkai Hu, Tongwen Chen, Sirish L. Shah
An automated data-driven method to detect mode-based alarms. ACC (2017)
Ahmad W. Al-Dabbagh, Wenkai Hu, Shiqi Lai, Tongwen Chen, Sirish L. Shah
Better understanding of process operation using performance metrics and visualization plots. CCTA (2017)
Yoshihiro Ohnishi, Takuya Kinoshita, Akinori Inoue, Toru Yamamoto, Sirish L. Shah
A design of data-driven PID controller based on steady-state performance. IECON (2016)
Jiandong Wang, Fan Yang, Tongwen Chen, Sirish L. Shah
An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Toru Yamamoto, Takuya Kinoshita, Yoshihiro Ohnishi, Sirish L. Shah
Design and Experimental Evaluation of a Performance-Driven PID Controller. J. Robotics Mechatronics 28 (5) (2016)
Ping Duan, Fan Yang, Sirish L. Shah, Tongwen Chen
Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables. IEEE Trans. Control. Syst. Technol. 23 (3) (2015)
Xunyuan Yin, Zhaojian Li, Sirish L. Shah, Lisong Zhang, Changhong Wang
Fuel Efficiency Modeling and Prediction for Automotive Vehicles: A Data-Driven Approach. SMC (2015)
Vinicius M. Marques, Celso Jose Munaro, Sirish L. Shah
Detection of Causal Relationships Based on Residual Analysis. IEEE Trans Autom. Sci. Eng. 12 (4) (2015)
Jagdeesan Prakash, Biao Huang, Sirish L. Shah
Recursive constrained state estimation using modified extended Kalman filter. Comput. Chem. Eng. 65 (2014)
Tianyou Chai, Hong Wang, Si-Zhao Joe Qin, Tongwen Chen, Sirish L. Shah
Guest Editorial Integrated Optimization of Industrial Automation. IEEE Trans Autom. Sci. Eng. 11 (4) (2014)
Vinicius M. Marques, Celso Jose Munaro, Sirish L. Shah
Data-based causality detection from a system identification perspective. ECC (2013)
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
Direct Causality Detection via the Transfer Entropy Approach. IEEE Trans. Control. Syst. Technol. 21 (6) (2013)
Vinay A. Bavdekar, Jagdeesan Prakash, Sirish L. Shah, R. Bhushan Gopaluni
Constrained dual ensemble Kalman filter for state and parameter estimation. ACC (2013)
Fariborz Kiasi, Jagdeesan Prakash, Sirish L. Shah
Fault detection using marginalized likelihood ratio and uniform priors: Justifications and challenges. CDC (2012)
Fan Yang, Sirish L. Shah, Deyun Xiao
Signed directed graph based modeling and its validation from process knowledge and process data. Int. J. Appl. Math. Comput. Sci. 22 (1) (2012)
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
Detection of direct causality based on process data. ACC (2012)
Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, Tim Black, Tongwen Chen
Graphical tools for routine assessment of industrial alarm systems. Comput. Chem. Eng. 46 (2012)
Anuj Narang, Sirish L. Shah, Tongwen Chen, Eliyya Shukeir, Ramesh Kadali
Design of a model predictive controller for interface level regulation in oil sands separation cells. ACC (2012)
Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, David S. Shook, Ramesh Kadali
Quantification of alarm chatter based on run length distributions. CDC (2010)
Fan Yang, Sirish L. Shah, Deyun Xiao
Correlation analysis of alarm data and alarm limit design for industrial processes. ACC (2010)
Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, Tim Black
Graphical representation of industrial alarm data. IFAC HMS (2010)
Iman Izadi, Sirish L. Shah, Tongwen Chen
Effective resource utilization for Alarm Management. CDC (2010)
Anuj Narang, Sirish L. Shah, Tongwen Chen
Tuning of fractional PI controllers for fractional order system models with and without time delays. ACC (2010)
Karteek Popuri, Dana Cobzas, Martin Jägersand, Sirish L. Shah, Albert Murtha
3D variational brain tumor segmentation on a clustered feature set. Medical Imaging: Image Processing (2009)
Fan Yang, Sirish L. Shah, Deyun Xiao
SDG model-based analysis of fault propagation in control systems. CCECE (2009)
Fan Yang, Deyun Xiao, Sirish L. Shah
Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms. Sensors 9 (11) (2009)
Jagdeesan Prakash, Sachin C. Patwardhan, Sirish L. Shah
Constrained state estimation using the ensemble Kalman filter. ACC (2008)
Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah
filtering in networked control systems with multiple packet dropouts. Syst. Control. Lett. 57 (9) (2008)
Iman Izadi, Sirish L. Shah, Tongwen Chen
Parity space fault detection based on irregularly sampled data. ACC (2008)
Weihua Li, Sirish L. Shah, Deyun Xiao
Kalman filters in non-uniformly sampled multirate systems: For FDI and beyond. Autom. 44 (1) (2008)
Hailei Jiang, Biao Huang, Sirish L. Shah
Closed-loop model validation based on the two-model divergence method. CDC (2007)
Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah
filtering with random sensor delay, multiple packet dropout and uncertain observations. Int. J. Control 80 (2) (2007)
Yoshihiro Ohnishi, Kenji Takao, Toru Yamamoto, Sirish L. Shah
Design of a PID Controller with a Performance-Driven Adaptive Mechanism. ACC (2007)
Takayuki Kono, Toru Yamamoto, Takao Hinamoto, Sirish L. Shah
Design of a data-driven performance-adaptive PID controller. ALCOSP (2007)
Toru Yamamoto, Sirish L. Shah
Design of a Performance-Adaptive PID Controller. ICNSC (2007)
Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah
Filtering in Networked Control Systems With Multiple Packet Dropout. IEEE Trans. Autom. Control. 52 (8) (2007)
M. Ali Ahammad Shoukat Choudhury, Mridul Jain, Sirish L. Shah
Detection and quantification of valve stiction. ACC (2006)
Enayet B. Halim, Sirish L. Shah, Ming J. Zuo, M. Ali Ahammad Shoukat Choudhury
Fault detection of gearbox from vibration signals using time-frequency domain averaging. ACC (2006)
Weihua Li, Zhengang Han, Sirish L. Shah
Subspace identification for FDI in systems with non-uniformly sampled multirate data. Autom. 42 (4) (2006)
Weihua Li, Sirish L. Shah
Data-driven Kalman filters for non-uniformly sampled multirate systems with application to fault diagnosis. ACC (2005)
Jie Sheng, Tongwen Chen, Sirish L. Shah
Optimal filtering for multirate systems. IEEE Trans. Circuits Syst. II Express Briefs (4) (2005)
John Anthony Rossiter, Jie Sheng, Tongwen Chen, Sirish L. Shah
Robustness of dual-rate inferential MPC systems. ACC (2004)
M. Ali Ahammad Shoukat Choudhury, Sirish L. Shah, Nina F. Thornhill
Diagnosis of poor control-loop performance using higher-order statistics. Autom. 40 (10) (2004)
John Anthony Rossiter, Tongwen Chen, Sirish L. Shah
A comparison of lifting and inferential control for multi-rate systems. ACC (2003)
Dongguang Li, Sirish L. Shah, Tongwen Chen, Kent Z. Qi
Application of dual-rate modeling to CCR octane quality inferential control. IEEE Trans. Control. Syst. Technol. 11 (1) (2003)
R. Bhushan Gopaluni, R. S. Patwardhan, Sirish L. Shah
Experiment design for MPC relevant identification. ACC (2002)
Dongguang Li, Sirish L. Shah, Tongwen Chen
Analysis of dual-rate inferential control systems. Autom. 38 (6) (2002)
Jie Sheng, Tongwen Chen, Sirish L. Shah
On stability robustness of dual-rate generalized predictive control systems. ACC (2001)
C. H. Wong, Sirish L. Shah, D. Grant Fisher
Fuzzy relational predictive identification. Fuzzy Sets Syst. 113 (3) (2000)
C. H. Wong, Sirish L. Shah, Mary M. Bourke, D. Grant Fisher
Adaptive fuzzy relational predictive control. Fuzzy Sets Syst. 115 (2) (2000)
Biao Huang, Sirish L. Shah, Randy Miller
Feedforward plus feedback controller performance assessment of MIMO systems. IEEE Trans. Control. Syst. Technol. 8 (3) (2000)
Ezra Kwok, Sirish L. Shah, Barry A. Finegan, Gary K. Kwong
An observational trial of a computerized drug delivery system on two patients. IEEE Trans. Control. Syst. Technol. 5 (4) (1997)
Biao Huang, Sirish L. Shah, E. K. Kwok
Good, bad or optimal? Performance assessment of multivariable processes. Autom. 33 (6) (1997)
Pranob Banerjee, Sirish L. Shah
Simultaneous estimation of parameters for different orders of discrete orthonormal function models. IEEE Trans. Signal Process. 44 (8) (1996)
Pranob Banerjee, Sirish L. Shah
The role of signal processing methods in the robust design of predictive control. Autom. 31 (5) (1995)
William R. Cluett, Sirish L. Shah, D. Grant Fisher
Robust design of adaptive control systems using conic sector theory. Autom. 23 (2) (1987)
Hyung K. Song, Sirish L. Shah, D. Grant Fisher
A self-tuning robust controller. Autom. 22 (5) (1986)
Juan M. Martin-Sanchez, Sirish L. Shah
Multivariable adaptive predictive control of a binary distillation column. Autom. 20 (5) (1984)
Sirish L. Shah, Costas Kiparissides
Authors' reply. Autom. 20 (4) (1984)
Costas Kiparissides, Sirish L. Shah
Self-tuning and stable adaptive control of a batch polymerization reactor. Autom. 19 (3) (1983)