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ORCIDSirish L. Shah
S. L. Shah 0001
Person information
- affiliation: University of Alberta, Edmonton, Canada
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2020 – today
- 2024
[j47]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: 1-11 (2024)- [i6]Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu, Sirish L. Shah:
A semi-centralized multi-agent RL framework for efficient irrigation scheduling. CoRR abs/2408.08442 (2024) - [i5]Bernard T. Agyeman, Jinfeng Liu, Sirish L. Shah:
ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling. CoRR abs/2409.12082 (2024) - 2023
- [c36]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: 1-4 - [i4]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 abs/2305.15549 (2023) - [i3]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 abs/2306.08715 (2023) - 2022
- [c35]Harikrishna Rao Mohan Rao, Boyuan Zhou, Tongwen Chen, Sirish L. Shah:
Discovery of Alarm Correlations Based on Pattern Mining and Network Analysis. ACC 2022: 2467-2472 - 2021
- [j46]Lee D. Rippon, Ibrahim Yousef, Behrooz Hosseini, Arbi Bouchoucha, Jean-Francois Beaulieu, Carole Prévost, Michel Ruel, S. L. Shah, R. Bhushan Gopaluni:
Representation learning and predictive classification: Application with an electric arc furnace. Comput. Chem. Eng. 150: 107304 (2021) - [c34]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: 4351-4356 - [c33]Hugo O. Garces, Eduardo Morales, Eduardo E. Espinosa, Alejandro J. Rojas, Sirish L. Shah:
Boiler Monitoring based on Data Analytics Tools. MED 2021: 435-441 - [i2]Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah:
LSTM-based model predictive control with discrete inputs for irrigation scheduling. CoRR abs/2112.06352 (2021) - 2020
- [i1]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 abs/2010.07037 (2020)
2010 – 2019
- 2019
- [j45]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: 450-464 (2019) - 2018
- [j44]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: 300-313 (2018) - [j43]Wenkai Hu, Sirish L. Shah, Tongwen Chen:
Framework for a smart data analytics platform towards process monitoring and alarm management. Comput. Chem. Eng. 114: 225-244 (2018) - [j42]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): 1883-1896 (2018) - [j41]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): 971-983 (2018) - [j40]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): 7290-7300 (2018) - [c32]Takuya Kinoshita, Yoshihiro Ohnishi, Toru Yamamoto, Sirish L. Shah:
Design of a Performance-Driven Control System Based on the Control Assessment. IECON 2018: 5383-5388 - 2017
- [c31]Wenkai Hu, Tongwen Chen, Sirish L. Shah:
An automated data-driven method to detect mode-based alarms. ACC 2017: 5416-5421 - [c30]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: 2015-2020 - 2016
- [j39]Toru Yamamoto, Takuya Kinoshita, Yoshihiro Ohnishi, Sirish L. Shah:
Design and Experimental Evaluation of a Performance-Driven PID Controller. J. Robotics Mechatronics 28(5): 616-624 (2016) - [j38]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): 1045-1061 (2016) - [c29]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: 7-11 - 2015
- [j37]Vinicius M. Marques, Celso José Munaro, Sirish L. Shah:
Detection of Causal Relationships Based on Residual Analysis. IEEE Trans Autom. Sci. Eng. 12(4): 1525-1534 (2015) - [j36]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): 855-867 (2015) - [c28]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: 2527-2532 - 2014
- [j35]Jagdeesan Prakash, Biao Huang, Sirish L. Shah:
Recursive constrained state estimation using modified extended Kalman filter. Comput. Chem. Eng. 65: 9-17 (2014) - [j34]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): 963-964 (2014) - 2013
- [j33]Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah:
Direct Causality Detection via the Transfer Entropy Approach. IEEE Trans. Control. Syst. Technol. 21(6): 2052-2066 (2013) - [c27]Vinay A. Bavdekar, Jagdeesan Prakash, Sirish L. Shah, R. Bhushan Gopaluni:
Constrained dual ensemble Kalman filter for state and parameter estimation. ACC 2013: 3093-3098 - [c26]Vinicius M. Marques, Celso José Munaro, Sirish L. Shah:
Data-based causality detection from a system identification perspective. ECC 2013: 2453-2458 - 2012
- [j32]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): 41-53 (2012) - [j31]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: 39-47 (2012) - [j30]Phanindra Jampana, Sirish L. Shah:
An image differencing method for interface level detection in separation cells. Mach. Vis. Appl. 23(2): 283-298 (2012) - [c25]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: 2812-2817 - [c24]Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah:
Detection of direct causality based on process data. ACC 2012: 3522-3527 - [c23]Fariborz Kiasi, Jagdeesan Prakash, Sirish L. Shah:
Fault detection using marginalized likelihood ratio and uniform priors: Justifications and challenges. CDC 2012: 579-585 - 2010
- [j29]N. Danesh Pour, Biao Huang, S. L. Shah:
Performance assessment of advanced supervisory-regulatory control systems with subspace LQG benchmark. Autom. 46(8): 1363-1368 (2010) - [c22]Fan Yang, Sirish L. Shah, Deyun Xiao:
Correlation analysis of alarm data and alarm limit design for industrial processes. ACC 2010: 5850-5855 - [c21]Anuj Narang, Sirish L. Shah, Tongwen Chen:
Tuning of fractional PI controllers for fractional order system models with and without time delays. ACC 2010: 6674-6679 - [c20]Iman Izadi, Sirish L. Shah, Tongwen Chen:
Effective resource utilization for Alarm Management. CDC 2010: 6803-6808 - [c19]Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, David S. Shook, Ramesh Kadali:
Quantification of alarm chatter based on run length distributions. CDC 2010: 6809-6814 - [c18]Sandeep R. Kondaveeti, Iman Izadi, Sirish L. Shah, Tim Black:
Graphical representation of industrial alarm data. IFAC HMS 2010: 181-186
2000 – 2009
- 2009
- [j28]Fan Yang, Deyun Xiao, Sirish L. Shah:
Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms. Sensors 9(11): 8579-8592 (2009) - [c17]Fan Yang, Sirish L. Shah, Deyun Xiao:
SDG model-based analysis of fault propagation in control systems. CCECE 2009: 1152-1157 - [c16]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: 72591N - 2008
- [j27]Weihua Li, Sirish L. Shah, Deyun Xiao:
Kalman filters in non-uniformly sampled multirate systems: For FDI and beyond. Autom. 44(1): 199-208 (2008) - [j26]Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah:
Optimal Hinfinity filtering in networked control systems with multiple packet dropouts. Syst. Control. Lett. 57(9): 696-702 (2008) - [c15]Iman Izadi, Sirish L. Shah, Tongwen Chen:
Parity space fault detection based on irregularly sampled data. ACC 2008: 2798-2803 - [c14]Jagdeesan Prakash, Sachin C. Patwardhan, Sirish L. Shah:
Constrained state estimation using the ensemble Kalman filter. ACC 2008: 3542-3547 - 2007
- [j25]Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah:
Optimal H2 filtering with random sensor delay, multiple packet dropout and uncertain observations. Int. J. Control 80(2): 292-301 (2007) - [j24]Mehrdad Sahebsara, Tongwen Chen, Sirish L. Shah:
Optimal H2 Filtering in Networked Control Systems With Multiple Packet Dropout. IEEE Trans. Autom. Control. 52(8): 1508-1513 (2007) - [c13]Yoshihiro Ohnishi, Kenji Takao, Toru Yamamoto, Sirish L. Shah:
Design of a PID Controller with a Performance-Driven Adaptive Mechanism. ACC 2007: 1359-1364 - [c12]Takayuki Kono, Toru Yamamoto, Takao Hinamoto, Sirish L. Shah:
Design of a data-driven performance-adaptive PID controller. ALCOSP 2007: 69-74 - [c11]Hailei Jiang, Biao Huang, Sirish L. Shah:
Closed-loop model validation based on the two-model divergence method. CDC 2007: 1826-1831 - [c10]Toru Yamamoto, Sirish L. Shah:
Design of a Performance-Adaptive PID Controller. ICNSC 2007: 547-552 - 2006
- [j23]Weihua Li, Zhengang Han, Sirish L. Shah:
Subspace identification for FDI in systems with non-uniformly sampled multirate data. Autom. 42(4): 619-627 (2006) - [j22]Mehrdad Sahebsara, Tongwen Chen, S. L. Shah:
Frequency-domain parameter estimation of general multi-rate systems. Comput. Chem. Eng. 30(5): 838-849 (2006) - [c9]M. Ali Ahammad Shoukat Choudhury, Mridul Jain, Sirish L. Shah:
Detection and quantification of valve stiction. ACC 2006: 1-10 - [c8]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: 1-6 - [c7]Mehrdad Sahebsara, Tongwen Chen, S. L. Shah:
Optimal fast-rate soft-sensor design for multi-rate processes. ACC 2006 - [c6]Zenta Iwai, Ikuro Mizumoto, Lin Liu, S. L. Shah, Hailei Jiang:
Adaptive Stable PID Controller with Parallel Feedforward Compensator. ICARCV 2006: 1-6 - 2005
- [j21]Jie Sheng, Tongwen Chen, Sirish L. Shah:
Optimal filtering for multirate systems. IEEE Trans. Circuits Syst. II Express Briefs 52-II(4): 228-232 (2005) - [c5]Weihua Li, Sirish L. Shah:
Data-driven Kalman filters for non-uniformly sampled multirate systems with application to fault diagnosis. ACC 2005: 2768-2774 - 2004
- [j20]M. Ali Ahammad Shoukat Choudhury, Sirish L. Shah, Nina F. Thornhill:
Diagnosis of poor control-loop performance using higher-order statistics. Autom. 40(10): 1719-1728 (2004) - [j19]Hancong Liu, Sirish L. Shah, Wei Jiang:
On-line outlier detection and data cleaning. Comput. Chem. Eng. 28(9): 1635-1647 (2004) - [c4]John Anthony Rossiter, Jie Sheng, Tongwen Chen, Sirish L. Shah:
Robustness of dual-rate inferential MPC systems. ACC 2004: 251-253 - 2003
- [j18]R. Bhushan Gopaluni, R. S. Patwardhan, S. L. Shah:
The nature of data pre-filters in MPC relevant identification - open- and closed-loop issues. Autom. 39(9): 1617-1626 (2003) - [j17]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): 43-51 (2003) - [c3]John Anthony Rossiter, Tongwen Chen, Sirish L. Shah:
A comparison of lifting and inferential control for multi-rate systems. ACC 2003: 2899-2900 - 2002
- [j16]Dongguang Li, Sirish L. Shah, Tongwen Chen:
Analysis of dual-rate inferential control systems. Autom. 38(6): 1053-1059 (2002) - [c2]R. Bhushan Gopaluni, R. S. Patwardhan, Sirish L. Shah:
Experiment design for MPC relevant identification. ACC 2002: 2713-2718 - 2001
- [j15]A. K. Tangirala, Dongguang Li, R. S. Patwardhan, S. L. Shah, Tongwen Chen:
Ripple-free conditions for lifted multirate control systems. Autom. 37(10): 1637-1645 (2001) - [c1]Jie Sheng, Tongwen Chen, Sirish L. Shah:
On stability robustness of dual-rate generalized predictive control systems. ACC 2001: 3415-3420 - 2000
- [j14]C. H. Wong, Sirish L. Shah, D. Grant Fisher:
Fuzzy relational predictive identification. Fuzzy Sets Syst. 113(3): 417-426 (2000) - [j13]C. H. Wong, Sirish L. Shah, Mary M. Bourke, D. Grant Fisher:
Adaptive fuzzy relational predictive control. Fuzzy Sets Syst. 115(2): 247-260 (2000) - [j12]Biao Huang, Sirish L. Shah, Randy Miller:
Feedforward plus feedback controller performance assessment of MIMO systems. IEEE Trans. Control. Syst. Technol. 8(3): 580-587 (2000)
1990 – 1999
- 1997
- [j11]Biao Huang, Sirish L. Shah, K. Ezra Kwok:
Good, bad or optimal? Performance assessment of multivariable processes. Autom. 33(6): 1175-1183 (1997) - [j10]B. Huang, S. L. Shah:
The role of the unitary interactor matrix in the explicit solution of the singular LQ output feedback control problem. Autom. 33(11): 2071-2075 (1997) - [j9]K. 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): 385-393 (1997) - 1996
- [j8]Pranob Banerjee, Sirish L. Shah:
Simultaneous estimation of parameters for different orders of discrete orthonormal function models. IEEE Trans. Signal Process. 44(8): 2042-2054 (1996) - 1995
- [j7]Pranob Banerjee, Sirish L. Shah:
The role of signal processing methods in the robust design of predictive control. Autom. 31(5): 681-695 (1995) - [j6]K. Ezra Kwok, Sirish L. Shah, A. Sandy Clanachan, Barry A. Finegan:
Evaluation of a long-range adaptive predictive controller for computerized drug delivery systems. IEEE Trans. Biomed. Eng. 42(1): 79-86 (1995)
1980 – 1989
- 1987
- [j5]William R. Cluett, Sirish L. Shah, D. Grant Fisher:
Robust design of adaptive control systems using conic sector theory. Autom. 23(2): 221-224 (1987) - 1986
- [j4]Hyung K. Song, Sirish L. Shah, D. Grant Fisher:
A self-tuning robust controller. Autom. 22(5): 521-531 (1986) - 1984
- [j3]Sirish L. Shah, Costas Kiparissides:
Authors' reply. Autom. 20(4): 482 (1984) - [j2]Juan M. Martin-Sanchez, Sirish L. Shah:
Multivariable adaptive predictive control of a binary distillation column. Autom. 20(5): 607-620 (1984) - 1983
- [j1]Costas Kiparissides, Sirish L. Shah:
Self-tuning and stable adaptive control of a batch polymerization reactor. Autom. 19(3): 225-235 (1983)
Coauthor Index
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