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Novel Actuator Fault Diagnosis Framework for Multizone HVAC Systems Using 2-D Convolutional Neural Networks
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Heating, ventilation, and air conditioning (HVAC) systems are used to condition the indoor environment in buildings. They can be subjected to malfunctioning since they are the most extensively operated buildings' components ...
LPV modeling of nonlinear systems: A multi-path feedback linearization approach
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John Wiley and Sons Ltd
, 2021 , Article)
This article introduces a systematic approach to synthesize linear parameter-varying (LPV) representations of nonlinear (NL) systems which are described by input affine state-space (SS) representations. The conversion ...
Distributed Fast Fault Detection in DC Microgrids
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
The problem of distributed fast fault detection for a direct current (dc) microgrid that is composed of multiple interconnected distributed generation units (DGUs) is addressed in this article. A local fault detector is ...
Sensor Fault Detection and Isolation via Networked Estimation: Full-Rank Dynamical Systems
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Institute of Electrical and Electronics Engineers Inc.
, 2020 , Article)
This paper considers the problem of simultaneous sensor fault detection, isolation, and networked estimation of linear full-rank dynamical systems. The proposed networked estimation is a variant of single time-scale protocol ...
TRUST XAI: Model-Agnostic Explanations for AI With a Case Study on IIoT Security
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Despite AI’s significant growth, its “black box" nature creates challenges in generating adequate trust. Thus, it is seldom utilized as a standalone unit in IoT high-risk applications, such as critical ...
A Novel Proportional Navigation Based Method for Robotic Interception Planning with Final Velocity Control
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
This paper presents a new method for robot interception planning based on the proportional navigation. Guidance laws are basically developed for aerospace applications where a pursuer impacts a target using these methods, ...
Output Feedback Fault-Tolerant Control of Heterogeneous Multi-Agent Systems
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Wiley-Blackwell
, 2021 , Article)
This paper investigates the design of an output feedback fault-tolerant control (FTC) scheme for heterogeneous multi-agent systems subject to loss of effectiveness and time-varying additive actuator faults as well as ...
IoT-based mock oxygenator for extracorporeal membrane oxygenation simulator
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John Wiley and Sons Inc
, 2022 , Article)
Background: Training is an essential aspect of providing high-quality treatment and ensuring patient safety in any medical practice. Because extracorporeal membrane oxygenation (ECMO) is a complicated operation with various ...
Data-driven sensor fault detection and isolation of nonlinear systems: Deep neural-network Koopman operator
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John Wiley and Sons Inc
, 2023 , Article)
This paper proposes a data-driven sensor fault detection and isolation approach for the general class of nonlinear systems. The proposed method uses deep neural network architecture to obtain an invariant set of basis ...
Data-driven fault detection and isolation of nonlinear systems using deep learning for Koopman operator
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ISA - Instrumentation, Systems, and Automation Society
, 2023 , Article)
This paper proposes a data-driven actuator fault detection and isolation approach for the general class of nonlinear systems. The proposed method uses a deep neural network architecture to obtain an invariant set of basis ...