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This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are carefully examined. A spatio-temporal analysis approach enables the authors to develop Markov-chain-based short-term forecasts of wind farm power generation. To deal with the wind ramp dynamics, a support vector machine enhanced Markov model is introduced. The stochastic optimization of economic dispatch (ED) and interruptible load management are investigated as well. Spatio-Temporal Data Analytics for Wind Energy Integration is valuable for researchers and professionals working towards renewable energy integration. Advanced-level students studying electrical, computer and energy engineering should also find the content useful.

Wind power industry --- Wind power --- Wind energy --- Windpower --- Power resources --- Renewable energy sources --- Windmills --- Energy industries --- Renewable energy sources. --- Data mining. --- Renewable and Green Energy. --- Data Mining and Knowledge Discovery. --- Energy Policy, Economics and Management. --- Energy Systems. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Alternate energy sources --- Alternative energy sources --- Energy sources, Renewable --- Sustainable energy sources --- Renewable natural resources --- Agriculture and energy --- Renewable energy resources. --- Energy policy. --- Energy systems. --- Energy and state --- State and energy --- Industrial policy --- Energy conservation --- Government policy --- Energy and state.

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The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

Microwaves. --- Signal, Image and Speech Processing. --- Control and Systems Theory. --- Microwaves, RF and Optical Engineering. --- Mathematical Modeling and Industrial Mathematics. --- Hertzian waves --- Electric waves --- Electromagnetic waves --- Geomagnetic micropulsations --- Radio waves --- Shortwave radio --- Signal processing. --- Image processing. --- Speech processing systems. --- Control engineering. --- Optical engineering. --- Mathematical models. --- Models, Mathematical --- Simulation methods --- Mechanical engineering --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Automation --- Programmable controllers --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication)

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"[P]resents the design, manufacturing, microstructure, mechanical properties and applications of TPMS structures fabricated by selective laser melting--the most commonly used AM technology for TPMS. The book explains these complex and useful structures, based on systematic work conducted in the United Kingdom and in China"--Page 4 of cover.

Additive manufacturing. --- Materials. --- Lasers --- Industrial applications. --- AM (Additive manufacturing) --- Manufacturing processes --- Engineering --- Engineering materials --- Industrial materials --- Engineering design --- Materials --- Lattice theory. --- Minimal surfaces. --- Surfaces, Minimal --- Maxima and minima --- Lattices (Mathematics) --- Space lattice (Mathematics) --- Structural analysis (Mathematics) --- Algebra, Abstract --- Algebra, Boolean --- Group theory --- Set theory --- Topology --- Transformations (Mathematics) --- Crystallography, Mathematical