Knowledge is Power in Four Dimensions: Models to Forecast Future Paradigm

£155.00

Knowledge is Power in Four Dimensions: Models to Forecast Future Paradigm

With Artificial Intelligence Integration in Energy and Other Use Cases

Materials science Energy technology and engineering

Authors: Bahman Zohuri, Farhang Mossavar Rahmani, Farahnaz Behgounia

Dinosaur mascot

Language: English

Published by: Academic Press

Published on: 14th July 2022

Format: LCP-protected ePub

Size: 448 Mb

ISBN: 9780323951135


Knowledge is Power in Four Dimensions: Models to Forecast Future Paradigms, Forecasting Energy for Tomorrow's World with Mathematical Modeling and Python Programming Driven Artificial Intelligence

Delivers knowledge on key infrastructure topics in both AI technology and energy. Sections lay the groundwork for tomorrow's computing functionality, starting with how to build a Business Resilience System (BRS), data warehousing, data management, and fuzzy logic. Subsequent chapters dive into the impact of energy on economic development and the environment and mathematical modeling, including energy forecasting and engineering statistics. Energy examples are included for application and learning opportunities.

A final section delivers the most advanced content on artificial intelligence with the integration of machine learning and deep learning as a tool to forecast and make energy predictions. The reference covers many introductory programming tools, such as Python, Scikit, TensorFlow, and Keras.

Helps users gain fundamental knowledge in technology infrastructure, including AI, machine learning, and fuzzy logic.

Compartmentalizes data knowledge into near-term and long-term forecasting models, with examples involving both renewable and non-renewable energy outcomes.

Advances climate resiliency and helps readers build a business resiliency system for assets.

Show moreShow less