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Artificial Intelligence for Renewable Energy Systems addresses the energy industries remarkable move from traditional power generation to a cost-effective renewable energy system, and most importantly, the paradigm shift from a market-based cost of the commodity to market-based technological advancements. Featuring recent developments and state-of-the-art applications of artificial intelligence in renewable energy systems design, the book emphasizes how AI supports effective prediction for energy generation, electric grid related line loss prediction, load forecasting, and for predicting equipment failure prevention. Looking at approaches in system modeling and performance prediction of renewable energy systems, this volume covers power generation systems, building service systems and combustion processes, exploring advances in machine learning, artificial neural networks, fuzzy logic, genetic algorithms and hybrid mechanisms.

If the Indian Air Force had not put our troops airlifted in the early hours of 27th October, 1947 from Delhi on the ground at Srinagar which was menacingly threatened by Pakistan forces, the history and map of India might well have been quite different. In those momentous hours the Indian Army and Indian Air Force, in a heroic joint operation, began to roll back the blatant aggression of Pakistani military and save Jammu & Kashmir from the marauders. Independent India's first war started with no other means available to assist the beleaguered local forces; and Indian Army troops were moved by air under grave emergency conditions from Delhi to stem the enemy's advance. From this point started the saga of the an almost forgotten war: the first and the longest war independent India was forced to fight, and where the fledgling air force, emaciated by partition, and preoccupied with relief and rescue operations following massive riots and demographic movements played a crucial role in India's defence. Indian Air Force continued to play a vital role during that most incredible war; and this book chronicles the history of its role, where all the bits and pieces have been brought together by the painstaking persistence of the author to share the glorious record of the Indian Air Force. The men in blue, knowing the challenges of an aggressive military, the weather and terrain of high altitude, and the difficulties of supplying our troops, working closely with the army knew that it executed one of most brilliant military campaigns in its history under the most daunting circumstances - feats that it has continued to repeat ever since then. But time and again the air force moved troops into critical battles and provided extensive combat support in uncharted areas to turn the tide. Within the IAF; the deeds of pilots, engineers, technicians and other personnel during that war became legend and inspired succeeding generations. But little has been written or known in and outside the service about how our inheritance was shaped by so few. This volume tells the story for the first time, painstakingly put together from extensive research and interviews by the author.

One of the many neglected chapters in the Indian military history is the role played by the Indian Air Force (IAF) in the Sino-Indian War of 1962. The only document on the subject is a 25-page chapter in the unpublished Official History, which fails to do justice to the vital and remarkable role played by the IAF in some of the most hostile operating conditions found anywhere in the world. This work attempts to fill this vital gap. The Indian Air Force had been involved in the build-up in Ladakh and NEFA right from the time the first of many posts was set up in 1950. Thereafter, it was its responsibility to support and sustain the posts set up in both the sectors as well as various patrols that were sent forward to show the Indian flag. The IAF was also involved in the Army's build-up. This was one continuous operation for the IAF, day in day out - the only break that the aircrew could get was due to bad weather. The main test for the IAF came when the Indians and Chinese came face-to-face at Thagla ridge and the Chinese invasion commenced soon thereafter. The demand for airlift suddenly increased manifold with an urgency associated with forces that have been caught unprepared. The IAF met the challenge, the ground crews working round the clock and the aircrews flying in conditions that are difficult to imagine. There is no other instance in aviation history wherein any air force has been able to increase its effort almost ten times - the IAF's resources were already stretched even before September 1962. Each and every demand of the Army was met without a murmur and not a single adversity could be attributed to the inability of the IAF to deliver. What is not surprising is that the credit that is due to it for its efforts has eluded it so far because no attention has been paid to the role played by the IAF in this war. The story would have been altogether different if the combat elements of the IAF had been utilised - the reasons for the same still remain shrouded in mystery. Another chapter in the IAF's history about which very little is known is its efforts to modernise post 1962. This work attempts to unravel these mysteries as well as describes the valiant efforts of the air warriors of the IAF.

This revised second edition invites the reader to explore ten of the most important areas of modern physics: symmetry, lasers, superconductivity, Bose-Einstein condensation, nanoscience, quantum computation, chaos and fractals, stellar evolution, particles and cosmology.