Intelligent Data Analytics for Power and Energy Systems

This book highlights the importance of intelligent data analytics in the future of power and energy systems, emphasizing the growth of generated data and the need for enhanced methods to handle it. It provides insights into how intelligent data analytics can improve decision-making, awareness, and efficiency in the PaE domain.

Format: Paperback / softback
Length: 641 pages
Publication date: 19 February 2023
Publisher: Springer Verlag, Singapore

The future of power and energy (PaE) systems is being shaped by cutting-edge developments in intelligent data analytics, as this book vividly illustrates. In the ever-evolving landscape of the modern PaE domain, the growing integration of renewable energy sources (RES) and the consequent empowerment of consumers as key drivers of addressing the challenges of generation and development variability are propelling the PaE system toward a historic paradigm shift. The proliferation of small-scale, diverse, and numerous new players involved in the PaE system is generating an unprecedented surge in the volume of generated data. Furthermore, advancements in communication technologies, including IoT devices and machine-to-machine (M2M) interactions, have exponentially increased the amount of data generated by PaE components, installations, and systems. This data holds immense value for the effective operation, maintenance, planning, and scheduling of PaE systems, impacting all stakeholders, ranging from producers and consumers to aggregators and market and system operators. While the PaE community is well-aware of the intrinsic worth of this data, the methods employed to handle it still require significant improvements, development, and research. It is in this context that intelligent data analytics emerges as a pivotal player, empowering stakeholders to enhance their decision-making processes and gain a deeper understanding of the PaE environment.

Moreover, the editors have thoughtfully included demonstrated codes for the presented problems, aimed at providing a clearer understanding for beginners. This book serves as a valuable resource for professionals, researchers, and students alike, as it sheds light on the transformative potential of intelligent data analytics in shaping the future of PaE systems.

Weight: 1003g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811660832
Edition number: 1st ed. 2022