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Direct Causality Detection via the Transfer Entropy Approach

IEEE transactions on control systems technology, 2013-11, Vol.21 (6), p.2052-2066

2013

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Methods for root cause diagnosis of plant-wide oscillations

AIChE journal, 2014-06, Vol.60 (6), p.2019-2034

2014

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Nonlinear Bayesian state estimation: A review of recent developments

Control engineering practice, 2012-10, Vol.20 (10), p.933-953

2012

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Analysis of Metabolomic Data Using Support Vector Machines

Analytical chemistry (Washington), 2008-10, Vol.80 (19), p.7562-7570

2008

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Automated and unsupervised detection of malarial parasites in microscopic images

Malaria journal, 2011-12, Vol.10 (1), p.364-364, Article 364

2011

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An LSTM‐based mixed‐integer model predictive control for irrigation scheduling

Canadian journal of chemical engineering, 2023-06, Vol.101 (6), p.3362-3381

2023

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Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods

IEEE transactions on industrial electronics (1982), 2018-09, Vol.65 (9), p.7290-7300

2018

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Fault detection and diagnosis in process data using one-class support vector machines

Journal of process control, 2009-12, Vol.19 (10), p.1627-1639

2009

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Framework for a smart data analytics platform towards process monitoring and alarm management

Computers & chemical engineering, 2018-06, Vol.114, p.225-244

2018

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An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems

IEEE transactions on automation science and engineering, 2016-04, Vol.13 (2), p.1045-1061

2016

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Computer vision based interface level control in separation cells

Control engineering practice, 2010-04, Vol.18 (4), p.349-357

2010

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Parameter and State Estimation of One-Dimensional Infiltration Processes: A Simultaneous Approach

Mathematics (Basel), 2020-01, Vol.8 (1), p.134

2020

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A Probabilistic Framework for Online Analysis of Alarm Floods Using Convolutional Neural Networks

IEEE transactions on instrumentation and measurement, 2024, Vol.73, p.1-11

2024

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Discovering Association Rules of Mode-Dependent Alarms From Alarm and Event Logs

IEEE transactions on control systems technology, 2018-05, Vol.26 (3), p.971-983

2018

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Volltext

Closed-Loop Scheduling and Control for Precision Irrigation

Industrial & engineering chemistry research, 2019-07, Vol.58 (26), p.11485-11497

2019

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Optimal sensor location design for reliable fault detection in presence of false alarms

Sensors (Basel, Switzerland), 2009-11, Vol.9 (11), p.8579-8592

2009

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Time domain averaging across all scales: A novel method for detection of gearbox faults

Mechanical systems and signal processing, 2008-02, Vol.22 (2), p.261-278

2008

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Design and Experimental Evaluation of a Performance-Driven PID Controller

Journal of robotics and mechatronics, 2016-10, Vol.28 (5), p.616-624

2016

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Optimal H2 filtering in networked control systems with multiple packet dropout

IEEE transactions on automatic control, 2007-08, Vol.52 (8), p.1508-1513

2007

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Optimal H ∞ filtering in networked control systems with multiple packet dropouts

Systems & control letters, 2008-09, Vol.57 (9), p.696-702

2008

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Design of a Data-Oriented Performance Driven Control System Based on the Generalized Minimum Variance Control Law

Industrial & engineering chemistry research, 2019-07, Vol.58 (26), p.11440-11451

2019

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A novel data-driven leak detection and localization algorithm using the Kantorovich distance

Computers & chemical engineering, 2018-01, Vol.108, p.300-313

2018

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Detection and diagnosis of plant-wide oscillations from industrial data using the spectral envelope method

Journal of process control, 2007-02, Vol.17 (2), p.143-155

2007

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Model identification and error covariance matrix estimation from noisy data using PCA

Control engineering practice, 2008, Vol.16 (1), p.146-155

2008

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Improved storm water management through irrigation rescheduling for city parks

Control engineering practice, 2019-06, Vol.87, p.111-121

2019

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Direct Causality Detection via the Transfer Entropy Approach

Methods for root cause diagnosis of plant-wide oscillations

Nonlinear Bayesian state estimation: A review of recent developments

Analysis of Metabolomic Data Using Support Vector Machines

Automated and unsupervised detection of malarial parasites in microscopic images

An LSTM‐based mixed‐integer model predictive control for irrigation scheduling

Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods

Fault detection and diagnosis in process data using one-class support vector machines

Framework for a smart data analytics platform towards process monitoring and alarm management

An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems

Computer vision based interface level control in separation cells

Parameter and State Estimation of One-Dimensional Infiltration Processes: A Simultaneous Approach

A Probabilistic Framework for Online Analysis of Alarm Floods Using Convolutional Neural Networks

Discovering Association Rules of Mode-Dependent Alarms From Alarm and Event Logs

Closed-Loop Scheduling and Control for Precision Irrigation

Optimal sensor location design for reliable fault detection in presence of false alarms

Time domain averaging across all scales: A novel method for detection of gearbox faults

Design and Experimental Evaluation of a Performance-Driven PID Controller

Optimal H2 filtering in networked control systems with multiple packet dropout

Optimal H ∞ filtering in networked control systems with multiple packet dropouts

Design of a Data-Oriented Performance Driven Control System Based on the Generalized Minimum Variance Control Law

A novel data-driven leak detection and localization algorithm using the Kantorovich distance

Detection and diagnosis of plant-wide oscillations from industrial data using the spectral envelope method

Model identification and error covariance matrix estimation from noisy data using PCA

Improved storm water management through irrigation rescheduling for city parks

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