Sirish L. Shah

Orcid: 0009-0004-5072-7950

Affiliations:
  • University of Alberta, Edmonton, Canada


According to our database1, Sirish L. Shah authored at least 89 papers between 1983 and 2024.

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

Timeline

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Bibliography

2024
A Probabilistic Framework for Online Analysis of Alarm Floods Using Convolutional Neural Networks.
IEEE Trans. Instrum. Meas., 2024

ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling.
CoRR, 2024

A semi-centralized multi-agent RL framework for efficient irrigation scheduling.
CoRR, 2024

2023
Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling.
CoRR, 2023

Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application.
CoRR, 2023

Evaluation of Time-Series Imaging for Visual Analytics and Processing of an Indoor Air Quality Sensors Network.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

2022
Discovery of Alarm Correlations Based on Pattern Mining and Network Analysis.
Proceedings of the American Control Conference, 2022

2021
LSTM-based model predictive control with discrete inputs for irrigation scheduling.
CoRR, 2021

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

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

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

2018
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

2017
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

2016
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

2015
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

2014
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

2013
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

2012
An image differencing method for interface level detection in separation cells.
Mach. Vis. Appl., 2012

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

2010
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

Correlation analysis of alarm data and alarm limit design for industrial processes.
Proceedings of the American Control Conference, 2010

Tuning of fractional PI controllers for fractional order system models with and without time delays.
Proceedings of the American Control Conference, 2010

2009
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

2008
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

2007
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

2006
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

Fault detection of gearbox from vibration signals using time-frequency domain averaging.
Proceedings of the American Control Conference, 2006

Detection and quantification of valve stiction.
Proceedings of the American Control Conference, 2006

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

Data-driven Kalman filters for non-uniformly sampled multirate systems with application to fault diagnosis.
Proceedings of the American Control Conference, 2005

2004
On-line outlier detection and data cleaning.
Comput. Chem. Eng., 2004

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

Robustness of dual-rate inferential MPC systems.
Proceedings of the 2004 American Control Conference, 2004

2003
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

A comparison of lifting and inferential control for multi-rate systems.
Proceedings of the American Control Conference, 2003

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

Experiment design for MPC relevant identification.
Proceedings of the American Control Conference, 2002

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

On stability robustness of dual-rate generalized predictive control systems.
Proceedings of the American Control Conference, 2001

2000
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

1997
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

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

1995
Evaluation of a long-range adaptive predictive controller for computerized drug delivery systems.
IEEE Trans. Biomed. Eng., 1995

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

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

1986
A self-tuning robust controller.
Autom., 1986

1984
Authors' reply.
Autom., 1984

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

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


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