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Sirish L. Shah

department of chemical and materials engineering

65H-index
498Paper Count
1.5WCitation Count
Published Papers 121
Publication Date
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Online alarm flood classification via deterministic fingerprinting with combinatorial hashing: A robust and scalable framework
errChemical Engineering Research and Design
IF3.9
err2025-11-18
err0
PREAI
errHarikrishna Rao Mohan Rao; Tongwen Chen; Sirish L. Shah
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Transforming the Process Industries through Electrification: Challenges and Opportunities
errIndustrial & Engineering Chemistry Research
IF0
err2025-07-29
err0
PREAI
errMichael Baldea; Elizabeth E. Endler; Elaine Hale; Christos T. Maravelias; Massimiliano Barolo; Iiro Harjunkoski; Mehmet Mercangoz; Sirish L. Shah; Masoud Soroush; Brent R. Young; Qi Zhang
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Time series representation learning via cross-domain predictive and contextual contrasting: Application to fault detection
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-05-24
err0
errOAAI
errYousef, Ibrahim; Shah, Sirish L.; Gopaluni, R. Bhushan
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errSave
A semi-centralized multi-agent RL framework for efficient irrigation scheduling
errCONTROL ENGINEERING PRACTICE
IF4.6
err2025-02-01
err0
errOAAI
errAgyeman, Bernard T.; Decardi-Nelson, Benjamin; Liu, Jinfeng; Shah, Sirish L.
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errSave
ReLU surrogates in mixed-integer MPC for irrigation scheduling
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-11-01
err0
errOAAI
errAgyeman, Bernard T.; Liu, Jinfeng; Shah, Sirish L.
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errSave
Learning-based multi-agent MPC for irrigation scheduling
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-06-01
err8
errOAAI
errAgyeman, Bernard T.; Naouri, Mohamed; Appels, Willemijn M.; Liu, Jinfeng; Shah, Sirish L.
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errSave
Alarm correlation analysis with applications to industrial alarm management
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-02-01
err5
PREAI
errRao, Harikrishna; Zhou, Boyuan; Brown, Kevin; Chen, Tongwen; Shah, Sirish L.
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A Probabilistic Framework for Online Analysis of Alarm Floods Using Convolutional Neural Networks
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err1
PREAI
errAlinezhad, Haniyeh Seyed; Shang, Jun; Chen, Tongwen; Shah, Sirish L.
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errSave
Visual analytics for process monitoring: Leveraging time-series imaging for enhanced interpretability
errJOURNAL OF PROCESS CONTROL
IF3.9
err2023-12-01
err4
PREAI
errYousef, Ibrahim; Tulsyan, Aditya; Shah, Sirish L.; Gopaluni, R. Bhushan
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errSave
The arc loss challenge: A novel industrial benchmark for process analytics and machine learning
errJOURNAL OF PROCESS CONTROL
IF3.9
err2023-08-01
err2
PREAI
errYousef, Ibrahim; Rippon, Lee D.; Prevost, Carole; Shah, Sirish L.; Gopaluni, R. Bhushan
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errSave
Soil moisture map construction by sequential data assimilation using an extended Kalman filter
errJOURNAL OF HYDROLOGY
IF6.3
err2021-07-01
err23
PREAI
errAgyeman, Bernard T.; Bo, Song; Sahoo, Soumya R.; Yin, Xunyuan; Liu, Jinfeng; Shah, Sirish L.
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errSave
Meeting the challenge of water sustainability: The role of process systems engineering
errAICHE JOURNAL
IF4
err2020-11-13
err6
PREAI
errShah, Sirish L.; Bakshi, Bhavik R.; Liu, Jinfeng; Georgakis, Christos; Chachuat, Benoit; Braatz, Richard D.; Young, Brent R.
errShare
errSave
Improved storm water management through irrigation rescheduling for city parks
errCONTROL ENGINEERING PRACTICE
IF4.6
err2019-06-01
err2
PREAI
errNahar, Jannatun; Liu, Su; Liu, Jinfeng; Shah, Sirish L.
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errSave
Design of a Data-Oriented Performance Driven Control System Based on the Generalized Minimum Variance Control Law
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2019-04-30
err10
PREAI
errKinoshita, Takuya; Ohnishi, Yoshihiro; Yamamoto, Toru; Shah, Sirish L.
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errSave
Closed-Loop Scheduling and Control for Precision Irrigation
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2019-03-01
err20
PREAI
errNahar, Jannatun; Liu, Su; Mao, Yawen; Liu, Jinfeng; Shah, Sirish L.
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errSave
Parameter and state estimation of an agro-hydrological system based on system observability analysis
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2019-02-01
err16
PREAI
errNahar, Jannatun; Liu, Jinfeng; Shah, Sirish L.
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errSave
Toward the Advancement of Decision Support Tools for Industrial Facilities: Addressing Operation Metrics, Visualization Plots, and Alarm Floods
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2018-10-01
err21
PREAI
errAl-Dabbagh, Ahmad W.; Hu, Wenkai; Lai, Shiqi; Chen, Tongwen; Shah, Sirish L.
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errSave
Design of visualization plots of industrial alarm and event data for enhanced alarm management
errCONTROL ENGINEERING PRACTICE
IF4.6
err2018-10-01
err17
PREAI
errHu, Wenkai; Al-Dabbagh, Ahmad W.; Chen, Tongwen; Shah, Sirish L.
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errSave
Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2018-09-01
err65
PREAI
errHu, Wenkai; Chen, Tongwen; Shah, Sirish L.
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errSave
Framework for a smart data analytics platform towards process monitoring and alarm management
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2018-06-01
err29
PREAI
errHu, Wenkai; Shah, Sirish L.; Chen, Tongwen
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
Weihua Li
H-index: 94 · Papers: 1.2K
左明健 cover
左明健 (Ming J. Zuo)
H-index: 90 · Papers: 623
T
Tongwen Chen
H-index: 89 · Papers: 700
T
Thomas J. Marrie
H-index: 87 · Papers: 760
R
Richard D. Braatz
H-index: 86 · Papers: 862
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