Sirish L. Shah

  • University of Alberta, Edmonton, Canada

According to our database1, Sirish L. Shah authored at least 69 papers between 1983 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Representation learning and predictive classification: Application with an electric arc furnace.
Comput. Chem. Eng., 2021

Boiler Monitoring based on Data Analytics Tools.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Soil moisture map construction by sequential data assimilation using an extended Kalman filter.
Proceedings of the 2021 American Control Conference, 2021

Soil moisture map construction using microwave remote sensors and sequential data assimilation.
CoRR, 2020

Parameter and state estimation of an agro-hydrological system based on system observability analysis.
Comput. Chem. Eng., 2019

Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods.
IEEE Trans. Ind. Electron., 2018

Discovering Association Rules of Mode-Dependent Alarms From Alarm and Event Logs.
IEEE Trans. Control. Syst. Technol., 2018

Toward the Advancement of Decision Support Tools for Industrial Facilities: Addressing Operation Metrics, Visualization Plots, and Alarm Floods.
IEEE Trans Autom. Sci. Eng., 2018

Framework for a smart data analytics platform towards process monitoring and alarm management.
Comput. Chem. Eng., 2018

A novel data-driven leak detection and localization algorithm using the Kantorovich distance.
Comput. Chem. Eng., 2018

Design of a Performance-Driven Control System Based on the Control Assessment.
Proceedings of the IECON 2018, 2018

Better understanding of process operation using performance metrics and visualization plots.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

An automated data-driven method to detect mode-based alarms.
Proceedings of the 2017 American Control Conference, 2017

An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems.
IEEE Trans Autom. Sci. Eng., 2016

Design and Experimental Evaluation of a Performance-Driven PID Controller.
J. Robotics Mechatronics, 2016

A design of data-driven PID controller based on steady-state performance.
Proceedings of the IECON 2016, 2016

Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables.
IEEE Trans. Control. Syst. Technol., 2015

Detection of Causal Relationships Based on Residual Analysis.
IEEE Trans Autom. Sci. Eng., 2015

Fuel Efficiency Modeling and Prediction for Automotive Vehicles: A Data-Driven Approach.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Guest Editorial Integrated Optimization of Industrial Automation.
IEEE Trans Autom. Sci. Eng., 2014

Recursive constrained state estimation using modified extended Kalman filter.
Comput. Chem. Eng., 2014

Direct Causality Detection via the Transfer Entropy Approach.
IEEE Trans. Control. Syst. Technol., 2013

Data-based causality detection from a system identification perspective.
Proceedings of the 12th European Control Conference, 2013

Constrained dual ensemble Kalman filter for state and parameter estimation.
Proceedings of the American Control Conference, 2013

Graphical tools for routine assessment of industrial alarm systems.
Comput. Chem. Eng., 2012

Signed directed graph based modeling and its validation from process knowledge and process data.
Int. J. Appl. Math. Comput. Sci., 2012

Fault detection using marginalized likelihood ratio and uniform priors: Justifications and challenges.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Design of a model predictive controller for interface level regulation in oil sands separation cells.
Proceedings of the American Control Conference, 2012

Detection of direct causality based on process data.
Proceedings of the American Control Conference, 2012

Performance assessment of advanced supervisory-regulatory control systems with subspace LQG benchmark.
Autom., 2010

Graphical representation of industrial alarm data.
Proceedings of the 11th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (2010), Valenciennes, France, August 31, 2010

Quantification of alarm chatter based on run length distributions.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Effective resource utilization for Alarm Management.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms.
Sensors, 2009

3D variational brain tumor segmentation on a clustered feature set.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

SDG model-based analysis of fault propagation in control systems.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

Optimal H<sub>infinity</sub> filtering in networked control systems with multiple packet dropouts.
Syst. Control. Lett., 2008

Kalman filters in non-uniformly sampled multirate systems: For FDI and beyond.
Autom., 2008

Constrained state estimation using the ensemble Kalman filter.
Proceedings of the American Control Conference, 2008

Parity space fault detection based on irregularly sampled data.
Proceedings of the American Control Conference, 2008

Optimal <i>H</i><sub>2</sub> Filtering in Networked Control Systems With Multiple Packet Dropout.
IEEE Trans. Autom. Control., 2007

Optimal H<sub>2</sub> filtering with random sensor delay, multiple packet dropout and uncertain observations.
Int. J. Control, 2007

Design of a Performance-Adaptive PID Controller.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007

Closed-loop model validation based on the two-model divergence method.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Design of a data-driven performance-adaptive PID controller.
Proceedings of the 9th IFAC Workshop on Adaptation and Learning in Control and Signal Processing, 2007

Design of a PID Controller with a Performance-Driven Adaptive Mechanism.
Proceedings of the American Control Conference, 2007

Frequency-domain parameter estimation of general multi-rate systems.
Comput. Chem. Eng., 2006

Subspace identification for FDI in systems with non-uniformly sampled multirate data.
Autom., 2006

Adaptive Stable PID Controller with Parallel Feedforward Compensator.
Proceedings of the Ninth International Conference on Control, 2006

Optimal fast-rate soft-sensor design for multi-rate processes.
Proceedings of the American Control Conference, 2006

Optimal filtering for multirate systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2005

Diagnosis of poor control-loop performance using higher-order statistics.
Autom., 2004

Application of dual-rate modeling to CCR octane quality inferential control.
IEEE Trans. Control. Syst. Technol., 2003

The nature of data pre-filters in MPC relevant identification - open- and closed-loop issues.
Autom., 2003

Analysis of dual-rate inferential control systems.
Autom., 2002

Ripple-free conditions for lifted multirate control systems.
Autom., 2001

Feedforward plus feedback controller performance assessment of MIMO systems.
IEEE Trans. Control. Syst. Technol., 2000

Fuzzy relational predictive identification.
Fuzzy Sets Syst., 2000

Adaptive fuzzy relational predictive control.
Fuzzy Sets Syst., 2000

An observational trial of a computerized drug delivery system on two patients.
IEEE Trans. Control. Syst. Technol., 1997

Good, bad or optimal? Performance assessment of multivariable processes.
Autom., 1997

The role of the unitary interactor matrix in the explicit solution of the singular LQ output feedback control problem.
Autom., 1997

Simultaneous estimation of parameters for different orders of discrete orthonormal function models.
IEEE Trans. Signal Process., 1996

The role of signal processing methods in the robust design of predictive control.
Autom., 1995

Robust design of adaptive control systems using conic sector theory.
Autom., 1987

A self-tuning robust controller.
Autom., 1986

Authors' reply.
Autom., 1984

Multivariable adaptive predictive control of a binary distillation column.
Autom., 1984

Self-tuning and stable adaptive control of a batch polymerization reactor.
Autom., 1983