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Robust Observer-Based Fault Diagnosis for Nonlinear Systems Using MATLAB®

Jian Zhang, Akshya Kumar Swain, Sing Kiong Nguang
Springer International Publishing
106.99 € · Hardcover

Fault Diagnosis Fault Detection and Isolation Fault Estimation Sensor Faults Actuator Faults Observer-based Fault Diagnosis Descriptor Systems Nonlinear Lipschitz Systems Incipient Fault Detection and Estimation Robust Observers

This book introduces several observer-based methods, including:• the sliding-mode observer• the adaptive observer• the unknown-input observer and• the descriptor observer methodfor the problem of fault detection, isolation and estimation, allowing readers to compare and contrast the differen...

Advances in State Estimation, Diagnosis and Control of Complex Systems

Ye Wang
Springer International Publishing
160.49 € · Hardcover

Distributed Set-Membership Approach Zonotopic Kalman Filter Unknown Input Observers Economic Model Predictive Control Robust Model Predictive Control Fault-Tolerant Control of Descriptor Systems Set-Based Fault Detection Set-Based Fault Estimation Delayed Control Virtual Actuator Virtual Sensor State Bounding Zonotope Discrete-Time Descriptor System Distributed State-Feedback Controller Optimal Control of Water Distribution Networks

This book presents theoretical and practical findings on the state estimation, diagnosis and control of complex systems, especially in the mathematical form of descriptor systems. The research is fully motivated by real-world applications (i.e., Barcelona’s water distribution network), which requi...

Next-Generation AI: Towards Explainable and Optimized Intelligent Systems

Springer International Publishing
213.99 € · Hardcover

Fixed-time Adaptive Observers Linear Matrix Inequalities LMI Tempered fractional optimization Efficient Deep Learning Models Explainable AI XAI Approaches Federated Learning Optimization Quantum Optimization Algorithms Multimodal Data Fusion Small Language Model SLM Efficiency Model Compression Quantization Knowledge Distillation Techniques SLM Vision Systems Decentralized AI Training Trustworthy AI Systems Control System Estimation

This book addresses all three challenges in an integrated and principled way—offering researchers, engineers, and practitioners a coherent, application-driven resource that bridges theory and deployment. As AI systems move from research benchmarks into clinical workflows, industrial deployments, a...

Robust Observer-Based Fault Diagnosis for Nonlinear Systems Using MATLAB®

Jian Zhang, Akshya Kumar Swain, Sing Kiong Nguang
Springer International Publishing
106.99 € · Paperback

Fault Diagnosis Fault Detection and Isolation Fault Estimation Sensor Faults Actuator Faults Observer-based Fault Diagnosis Descriptor Systems Nonlinear Lipschitz Systems Incipient Fault Detection and Estimation Robust Observers

This book introduces several observer-based methods, including:• the sliding-mode observer• the adaptive observer• the unknown-input observer and• the descriptor observer methodfor the problem of fault detection, isolation and estimation, allowing readers to compare and contrast the differen...

Robust Observer-Based Fault Diagnosis for Nonlinear Systems Using MATLAB®

Jian Zhang, Akshya Kumar Swain, Sing Kiong Nguang
Springer International Publishing
96.29 € · eBook

Fault Diagnosis Fault Detection and Isolation Fault Estimation Sensor Faults Actuator Faults Observer-based Fault Diagnosis Descriptor Systems Nonlinear Lipschitz Systems Incipient Fault Detection and Estimation Robust Observers

This book introduces several observer-based methods, including:• the sliding-mode observer• the adaptive observer• the unknown-input observer and• the descriptor observer methodfor the problem of fault detection, isolation and estimation, allowing readers to compare and contrast the differen...

Advances in State Estimation, Diagnosis and Control of Complex Systems

Ye Wang
Springer International Publishing
160.49 € · Paperback

Distributed Set-Membership Approach Zonotopic Kalman Filter Unknown Input Observers Economic Model Predictive Control Robust Model Predictive Control Fault-Tolerant Control of Descriptor Systems Set-Based Fault Detection Set-Based Fault Estimation Delayed Control Virtual Actuator Virtual Sensor State Bounding Zonotope Discrete-Time Descriptor System Distributed State-Feedback Controller Optimal Control of Water Distribution Networks

This book presents theoretical and practical findings on the state estimation, diagnosis and control of complex systems, especially in the mathematical form of descriptor systems. The research is fully motivated by real-world applications (i.e., Barcelona’s water distribution network), which requi...

Advances in State Estimation, Diagnosis and Control of Complex Systems

Ye Wang
Springer International Publishing
149.79 € · eBook

Distributed Set-Membership Approach Zonotopic Kalman Filter Unknown Input Observers Economic Model Predictive Control Robust Model Predictive Control Fault-Tolerant Control of Descriptor Systems Set-Based Fault Detection Set-Based Fault Estimation Delayed Control Virtual Actuator Virtual Sensor State Bounding Zonotope Discrete-Time Descriptor System Distributed State-Feedback Controller Optimal Control of Water Distribution Networks

This book presents theoretical and practical findings on the state estimation, diagnosis and control of complex systems, especially in the mathematical form of descriptor systems. The research is fully motivated by real-world applications (i.e., Barcelona’s water distribution network), which requi...

Next-Generation AI: Towards Explainable and Optimized Intelligent Systems

Springer International Publishing
213.99 € · eBook

Fixed-time Adaptive Observers Linear Matrix Inequalities LMI Tempered fractional optimization Efficient Deep Learning Models Explainable AI XAI Approaches Federated Learning Optimization Quantum Optimization Algorithms Multimodal Data Fusion Small Language Model SLM Efficiency Model Compression Quantization Knowledge Distillation Techniques SLM Vision Systems Decentralized AI Training Trustworthy AI Systems Control System Estimation

This book addresses all three challenges in an integrated and principled way—offering researchers, engineers, and practitioners a coherent, application-driven resource that bridges theory and deployment. As AI systems move from research benchmarks into clinical workflows, industrial deployments, a...

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