How Long to Read Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives

How Long Does it Take to Read Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives?

It takes the average reader 4 hours and 11 minutes to read Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives by Jiahu Qin

Assuming a reading speed of 250 words per minute. Learn more

Description

This book aims to work out the distributed economic operation in smart grids in a systematic way, which ranges from model-based to model-free perspectives. The main contributions of this book can be summarized into three folds. First, we investigate the fundamental economic operation problems in smart grids from model-based perspective. Specifically, these problems can be modeled as deterministic optimization models, and we propose some distributed optimization algorithms by integrating the multi-agent consensus theory and optimization techniques to achieve the distributed coordination of various generation units and loads. Second, due to the randomness of the large-scale renewable energies and the flexibility of the loads, we further address these economic operation problems from a model-free perspective, and we propose learning-based approaches to address the uncertainty and randomness. At last, we extend the idea of model-based and model-free algorithms to plug-in electric vehicles (PEVs) charging/discharging scheduling problem, the key challenge of which involves multiple objectives simultaneously while the behavior of PEVs and the electricity price are intrinsically random. This book presents several recent theoretical findings on distributed economic operation in smart grids from model-based and model-free perspectives. By systematically integrating novel ideas, fresh insights, and rigorous results, this book provides a base for further theoretical research on distributed economic operation in smart grids. It can be a reference for graduates and researchers to study the operation and management in smart grids. Some prerequisites for reading this book include optimization theory, matrix theory, game theory, reinforcement learning, etc.

How long is Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives?

Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives by Jiahu Qin is 246 pages long, and a total of 62,976 words.

This makes it 83% the length of the average book. It also has 77% more words than the average book.

How Long Does it Take to Read Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives Aloud?

The average oral reading speed is 183 words per minute. This means it takes 5 hours and 44 minutes to read Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives aloud.

What Reading Level is Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives?

Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives?

Distributed Economic Operation in Smart Grid: Model-Based and Model-Free Perspectives by Jiahu Qin is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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