Handbook of Dynamic Data Driven Applications Systems Volume 1 2nd Edition by Erik P. Blasch 9783030745684 3030745686

Handbook of Dynamic Data Driven Applications Systems Volume 1 2nd Edition Erik P. Blasch – Ebook Instant Download/Delivery ISBN(s): 9783030745684, 3030745686

Product details:

• ISBN 10:3030745686
• ISBN 13:9783030745684
• Author: Erik P. Blasch

Handbook of Dynamic Data Driven Applications Systems
Volume 1

Table contents:

1. Introduction to the Dynamic Data Driven Applications Systems (DDDAS) Paradigm
Part I. Measurement-Aware: Data Assimilation, Uncertainty Quantification
2. Tractable Non-Gaussian Representations in Dynamic Data Driven Coherent Fluid Mapping
3. Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multi-scale Systems
4. Dynamic Data-Driven Uncertainty Quantification via Polynomial Chaos for Space Situational Awareness
Part II. Signals-Aware: Process Monitoring
5. Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics
6. Markov Modeling via Spectral Analysis: Application to Detecting Combustion Instabilities
7. Dynamic Space-Time Model for Syndromic Surveillance with Particle Filters and Dirichlet Process
Part III. Structures-Aware: Health Modeling
8. A Computational Steering Framework for Large-Scale Composite Structures: Part I—Parametric-Based Design and Analysis
9. Development of Intelligent and Predictive Self-Healing Composite Structures Using Dynamic Data-Driven Applications Systems
10. Dynamic Data-Driven Approach for Unmanned Aircraft Systems Aero-elastic Response Analysis
Part IV. Environment-Aware: Earth, Biological, and Space Systems
11. Transforming Wildfire Detection and Prediction Using New and Underused Sensor and Data Sources Integrated with Modeling
12. Dynamic Data Driven Application Systems for Identification of Biomarkers in DNA Methylation
13. Photometric Stereopsis for 3D Reconstruction of Space Objects
Part V. Situation Aware: Tracking Methods
14. Aided Optimal Search: Data-Driven Target Pursuit from On-Demand Delayed Binary Observations
15. Optimization of Multi-target Tracking Within a Sensor Network Via Information Guided Clustering
16. Data-Driven Prediction of Confidence for EVAR in Time-Varying Datasets
Part VI. Context-Aware: Coordinated Control
17. DDDAS for Attack Detection and Isolation of Control Systems
18. Approximate Local Utility Design for Potential Game Approach to Cooperative Sensor Network Planning
19. Dynamic Sensor-Actor Interactions for Path-Planning in a Threat Field
Part VII. Energy-Aware: Power Systems
20. Energy-Aware Dynamic Data-Driven Distributed Traffic Simulation for Energy and Emissions Reduction
21. A Dynamic Data-Driven Optimization Framework for Demand Side Management in Microgrids
22. Dynamic Data Driven Partitioning of Smart Grid for Improving Power Efficiency by Combinining K-Means and Fuzzy Methods
Part VIII. Process-Aware: Image and Video Coding
23. Design of a Dynamic Data-Driven System for Multispectral Video Processing
24. Light Field and Plenoptic Point Cloud Compression
25. On Compression of Machine-Derived Context Sets for Fusion of Multi-modal Sensor Data
Part IX. Cyber-Aware: Security and Computing
26. Simulation-Based Optimization as a Service for Dynamic Data-Driven Applications Systems
27. Privacy and Security Issues in DDDAS Systems
28. Multimedia Content Analysis with Dynamic Data Driven Applications Systems (DDDAS)
Part X. Systems-Aware: Design Methods
29. Parzen Windows: Simplest Regularization Algorithm
30. Multiscale DDDAS Framework for Damage Prediction in Aerospace Composite Structures
31. A Dynamic Data-driven Stochastic State-Awareness Framework for the Next Generation of Bio-inspired Fly-by-feel Aerospace Vehicles
32. The Future of DDDAS

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