Evolutionary Methods Based Modeling and Analysis of Solar Thermal Systems: A Case Studies Approach

This book provides insights into the thermal performance of solar thermal collectors through computational and experimental modeling, including case studies on energy, exergy, and environmental performance and the application of evolutionary optimization techniques.

Format: Hardback
Length: 128 pages
Publication date: 30 April 2023
Publisher: Springer International Publishing AG

This comprehensive book delves into the intricate realm of solar thermal collector performance, offering insightful perspectives through both computational and experimental modeling techniques. The authors have conducted a diverse range of computational and experimental case studies on solar thermal collector systems, providing a rich tapestry of knowledge.

The authors commence their exploration by employing thermal modeling, employing a case study to demonstrate the impact of various governing parameters. This foundational approach sets the stage for subsequent chapters, which delve into the energy, exergy, and environmental performance of the solar thermal collector system. Through a series of experimental case studies, the authors further examine the efficacy of a modified solar collector system, showcasing innovative performance improvement techniques.

To augment the analysis, the authors employ a range of evolutionary optimization techniques, including soft computing methodologies such as fuzzy techniques, multi-criteria decision-making methods like fuzzy logic-based expert systems (FLDS), artificial neural networks (ANN), grey relational analysis (GRA), and entropy-based algorithms like the Entropy-Jaya algorithm and Entropy-VIKOR. These cutting-edge techniques empower researchers and practitioners to optimize the design and performance of solar thermal collectors, ultimately advancing the field of renewable energy technology.

In summary, this book serves as a valuable resource for scholars, researchers, and professionals seeking to enhance their understanding of solar thermal collector performance. Through a combination of computational and experimental methodologies, it provides a deep dive into the key aspects of energy efficiency, exergy analysis, and environmental impact, paving the way for sustainable and efficient solar energy systems.

Weight: 395g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031276347
Edition number: 1st ed. 2023