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Sustainable Intelligent Systems (Paperback, 1st ed. 2021): Amit Joshi, Atulya K. Nagar, Gabriela Marin Raventos Sustainable Intelligent Systems (Paperback, 1st ed. 2021)
Amit Joshi, Atulya K. Nagar, Gabriela Marin Raventos
R5,249 Discovery Miles 52 490 Ships in 10 - 15 working days

This book discusses issues related to ICT, intelligent systems, data science, AI, machine learning, sustainable development and overall their impacts on sustainability. It provides an overview of the technologies of future. The book also discusses novel intelligent algorithms and their applications to move from a data-centric world to sustainable world. It includes research paradigms on sustainable development goals and societal impacts. The book provides an overview of cutting-edge techniques toward sustainability and ideas to help researchers who want to understand the challenges and opportunities of using smart management perspective for sustainable society. It serves as a reference to wide ranges of readers from computer science, data analysts, AI technocrats and management researchers.

Soft Computing for Problem Solving - Proceedings of SocProS 2020, Volume 1 (Paperback, 1st ed. 2021): Aruna Tiwari, Kapil... Soft Computing for Problem Solving - Proceedings of SocProS 2020, Volume 1 (Paperback, 1st ed. 2021)
Aruna Tiwari, Kapil Ahuja, Anupam Yadav, Jagdish Chand Bansal, Kusum Deep, …
R5,156 Discovery Miles 51 560 Ships in 12 - 17 working days

This two-volume book provides an insight into the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020). This international conference is a joint technical collaboration of Soft Computing Research Society and Indian Institute of Technology Indore. The book presents the latest achievements and innovations in the interdisciplinary areas of soft computing. It brings together the researchers, engineers and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial immune system, artificial neural network, genetic algorithm, genetic programming and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.

Soft Computing for Problem Solving - Proceedings of SocProS 2020, Volume 2 (Paperback, 1st ed. 2021): Aruna Tiwari, Kapil... Soft Computing for Problem Solving - Proceedings of SocProS 2020, Volume 2 (Paperback, 1st ed. 2021)
Aruna Tiwari, Kapil Ahuja, Anupam Yadav, Jagdish Chand Bansal, Kusum Deep, …
R4,599 Discovery Miles 45 990 Ships in 12 - 17 working days

This two-volume book provides an insight into the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020). This international conference is a joint technical collaboration of Soft Computing Research Society and Indian Institute of Technology Indore. The book presents the latest achievements and innovations in the interdisciplinary areas of soft computing. It brings together the researchers, engineers and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial immune system, artificial neural network, genetic algorithm, genetic programming and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.

Proceedings of Second International Conference on Smart Energy and Communication - ICSEC 2020 (Paperback, 1st ed. 2021): Dinesh... Proceedings of Second International Conference on Smart Energy and Communication - ICSEC 2020 (Paperback, 1st ed. 2021)
Dinesh Goyal, Pradyumn Chaturvedi, Atulya K. Nagar, S. D Purohit
R9,977 Discovery Miles 99 770 Ships in 10 - 15 working days

This book gathers selected papers presented at the 2nd International Conference on Smart Energy and Communication (ICSEC 2020), held at Poornima Institute of Engineering and Technology, Jaipur, India, on March 20-21, 2020. It covers a range of topics in electronics and communication engineering and electrical engineering, including analog circuit design, image processing, wireless and microwave communication, optoelectronics and photonic devices, nano-electronics, renewable energy, smart grid, power systems and industry applications.

Advances in Cyber Security Analytics and Decision Systems (Paperback, 1st ed. 2020): Shishir K. Shandilya, Neal Wagner, Atulya... Advances in Cyber Security Analytics and Decision Systems (Paperback, 1st ed. 2020)
Shishir K. Shandilya, Neal Wagner, Atulya K. Nagar
R4,443 Discovery Miles 44 430 Ships in 10 - 15 working days

This book contains research contributions from leading cyber security scholars from around the world. The authors provide comprehensive coverage of various cyber security topics, while highlighting recent trends. The book also contains a compendium of definitions and explanations of concepts, processes, acronyms, and comprehensive references on existing literature and research on cyber security and analytics, information sciences, decision systems, digital forensics, and related fields. As a whole, the book is a solid reference for dynamic and innovative research in the field, with a focus on design and development of future-ready cyber security measures. Topics include defenses against ransomware, phishing, malware, botnets, insider threats, and many others.

Sustainable Intelligent Systems (Hardcover, 1st ed. 2021): Amit Joshi, Atulya K. Nagar, Gabriela Marin Raventos Sustainable Intelligent Systems (Hardcover, 1st ed. 2021)
Amit Joshi, Atulya K. Nagar, Gabriela Marin Raventos
R5,282 Discovery Miles 52 820 Ships in 10 - 15 working days

This book discusses issues related to ICT, intelligent systems, data science, AI, machine learning, sustainable development and overall their impacts on sustainability. It provides an overview of the technologies of future. The book also discusses novel intelligent algorithms and their applications to move from a data-centric world to sustainable world. It includes research paradigms on sustainable development goals and societal impacts. The book provides an overview of cutting-edge techniques toward sustainability and ideas to help researchers who want to understand the challenges and opportunities of using smart management perspective for sustainable society. It serves as a reference to wide ranges of readers from computer science, data analysts, AI technocrats and management researchers.

Proceedings of Second International Conference on Smart Energy and Communication - ICSEC 2020 (Hardcover, 1st ed. 2021): Dinesh... Proceedings of Second International Conference on Smart Energy and Communication - ICSEC 2020 (Hardcover, 1st ed. 2021)
Dinesh Goyal, Pradyumn Chaturvedi, Atulya K. Nagar, S. D Purohit
R10,009 Discovery Miles 100 090 Ships in 10 - 15 working days

This book gathers selected papers presented at the 2nd International Conference on Smart Energy and Communication (ICSEC 2020), held at Poornima Institute of Engineering and Technology, Jaipur, India, on March 20-21, 2020. It covers a range of topics in electronics and communication engineering and electrical engineering, including analog circuit design, image processing, wireless and microwave communication, optoelectronics and photonic devices, nano-electronics, renewable energy, smart grid, power systems and industry applications.

Soft Computing for Problem Solving 2019 - Proceedings of SocProS 2019, Volume 2 (Paperback, 1st ed. 2020): Atulya K. Nagar,... Soft Computing for Problem Solving 2019 - Proceedings of SocProS 2019, Volume 2 (Paperback, 1st ed. 2020)
Atulya K. Nagar, Kusum Deep, Jagdish Chand Bansal, Kedarnath Das
R4,485 Discovery Miles 44 850 Ships in 10 - 15 working days

This book features the outcomes of the 9th International Conference on Soft Computing for Problem Solving, SocProS 2019, which brought together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to identify potential future directions. The book presents the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers in areas such as algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It is a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems that cannot easily be solved using traditional methods.

Advances in Cyber Security Analytics and Decision Systems (Hardcover, 1st ed. 2020): Shishir K. Shandilya, Neal Wagner, Atulya... Advances in Cyber Security Analytics and Decision Systems (Hardcover, 1st ed. 2020)
Shishir K. Shandilya, Neal Wagner, Atulya K. Nagar
R4,485 Discovery Miles 44 850 Ships in 10 - 15 working days

This book contains research contributions from leading cyber security scholars from around the world. The authors provide comprehensive coverage of various cyber security topics, while highlighting recent trends. The book also contains a compendium of definitions and explanations of concepts, processes, acronyms, and comprehensive references on existing literature and research on cyber security and analytics, information sciences, decision systems, digital forensics, and related fields. As a whole, the book is a solid reference for dynamic and innovative research in the field, with a focus on design and development of future-ready cyber security measures. Topics include defenses against ransomware, phishing, malware, botnets, insider threats, and many others.

Soft Computing for Problem Solving - SocProS 2018, Volume 2 (Paperback, 1st ed. 2020): Kedarnath Das, Jagdish Chand Bansal,... Soft Computing for Problem Solving - SocProS 2018, Volume 2 (Paperback, 1st ed. 2020)
Kedarnath Das, Jagdish Chand Bansal, Kusum Deep, Atulya K. Nagar, Ponnambalam Pathipooranam, …
R4,712 Discovery Miles 47 120 Ships in 10 - 15 working days

This two-volume book presents the outcomes of the 8th International Conference on Soft Computing for Problem Solving, SocProS 2018. This conference was a joint technical collaboration between the Soft Computing Research Society, Liverpool Hope University (UK), and Vellore Institute of Technology (India), and brought together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to select potential future directions. The book highlights the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers on algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It offers a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems that are difficult to solve using traditional methods.

Advances in Nature-Inspired Computing and Applications (Hardcover, 1st ed. 2019): Shishir Kumar Shandilya, Smita Shandilya,... Advances in Nature-Inspired Computing and Applications (Hardcover, 1st ed. 2019)
Shishir Kumar Shandilya, Smita Shandilya, Atulya K. Nagar
R3,013 Discovery Miles 30 130 Ships in 10 - 15 working days

This book contains research contributions from leading global scholars in nature-inspired computing. It includes comprehensive coverage of each respective topic, while also highlighting recent and future trends. The contributions provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application. This book has focus on the current researches while highlighting the empirical results along with theoretical concepts to provide a comprehensive reference for students, researchers, scholars, professionals and practitioners in the field of Advanced Artificial Intelligence, Nature-Inspired Algorithms and Soft Computing.

Smart Trends in Systems, Security and Sustainability - Proceedings of WS4 2017 (Paperback, 1st ed. 2018): Xin-She Yang, Atulya... Smart Trends in Systems, Security and Sustainability - Proceedings of WS4 2017 (Paperback, 1st ed. 2018)
Xin-She Yang, Atulya K. Nagar, Amit Joshi
R4,508 Discovery Miles 45 080 Ships in 10 - 15 working days

The volume deals with sustainability transitions which are transformations of major socio-technical systems of provision and use in areas such as energy, water, mobility, and food, towards more sustainable ways of production and consumption. The book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2017) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modelling; and Smart Trends for Biomedical and Health Informatics. The book volume contains 31 high-quality papers presented at WS4 2017.

Proceedings of Sixth International Conference on Soft Computing for Problem Solving - SocProS 2016, Volume 1 (Paperback, 1st... Proceedings of Sixth International Conference on Soft Computing for Problem Solving - SocProS 2016, Volume 1 (Paperback, 1st ed. 2017)
Kusum Deep, Jagdish Chand Bansal, Kedarnath Das, Arvind Kumar Lal, Harish Garg, …
R5,593 Discovery Miles 55 930 Ships in 10 - 15 working days

This two-volume book gathers the proceedings of the Sixth International Conference on Soft Computing for Problem Solving (SocProS 2016), offering a collection of research papers presented during the conference at Thapar University, Patiala, India. Providing a veritable treasure trove for scientists and researchers working in the field of soft computing, it highlights the latest developments in the broad area of "Computational Intelligence" and explores both theoretical and practical aspects using fuzzy logic, artificial neural networks, evolutionary algorithms, swarm intelligence, soft computing, computational intelligence, etc.

Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012) - Volume 1... Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012) - Volume 1 (Paperback, 2013 ed.)
Jagdish C. Bansal, Pramod Singh, Kusum Deep, Millie Pant, Atulya K. Nagar
R7,486 Discovery Miles 74 860 Ships in 10 - 15 working days

The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence." The book discusses wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing and presents invited papers from the inventors/originators of novel computational techniques.

Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012) - Volume 2... Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012) - Volume 2 (Paperback, 2013 ed.)
Jagdish C. Bansal, Pramod Kumar Singh, Kusum Deep, Millie Pant, Atulya K. Nagar
R7,449 Discovery Miles 74 490 Ships in 10 - 15 working days

The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence." The book discusses wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing and presents invited papers from the inventors/originators of novel computational techniques.

Sine Cosine Algorithm for Optimization (Paperback, 1st ed. 2023): Jagdish Chand Bansal, Prathu Bajpai, Anjali Rawat, Atulya K.... Sine Cosine Algorithm for Optimization (Paperback, 1st ed. 2023)
Jagdish Chand Bansal, Prathu Bajpai, Anjali Rawat, Atulya K. Nagar
R770 Discovery Miles 7 700 Ships in 12 - 17 working days

This open access book serves as a compact source of information on sine cosine algorithm (SCA) and a foundation for developing and advancing SCA and its applications. SCA is an easy, user-friendly, and strong candidate in the field of metaheuristics algorithms. Despite being a relatively new metaheuristic algorithm, it has achieved widespread acceptance among researchers due to its easy implementation and robust optimization capabilities. Its effectiveness and advantages have been demonstrated in various applications ranging from machine learning, engineering design, and wireless sensor network to environmental modeling. The book provides a comprehensive account of the SCA, including details of the underlying ideas, the modified versions, various applications, and a working MATLAB code for the basic SCA.

Artificial Intelligence and Environmental Sustainability - Challenges and Solutions in the Era of Industry 4.0 (1st ed. 2022):... Artificial Intelligence and Environmental Sustainability - Challenges and Solutions in the Era of Industry 4.0 (1st ed. 2022)
Hui Lin Ong, Ruey-An Doong, Raouf Naguib, Chee Peng Lim, Atulya K. Nagar
R5,229 Discovery Miles 52 290 Ships in 10 - 15 working days

The book discusses comprehensive and cutting-edge research and development endeavors, as well as innovative solutions, in implementing AI and related technologies to meet and undertake current and future challenges towards ensuring environmental sustainability. It explores the future research directions in the era of Industry 4.0. In the beginning, an overview of the utilization of Al for environmental sustainability is provided. The remaining chapters of the book cover the technological and application aspects of Al for environmental sustainability with illustrative examples. Finally, challenges with respect to deploying Al to solving environmental problems and the future trends are covered.

Advances in Nature-Inspired Cyber Security and Resilience (1st ed. 2022): Shishir Kumar Shandilya, Neal Wagner, V.B. Gupta,... Advances in Nature-Inspired Cyber Security and Resilience (1st ed. 2022)
Shishir Kumar Shandilya, Neal Wagner, V.B. Gupta, Atulya K. Nagar
R2,927 Discovery Miles 29 270 Ships in 10 - 15 working days

This book presents a comprehensive reference source for dynamic and innovative research in the field of cyber security, focusing on nature-inspired research and applications. The authors present the design and development of future-ready cyber security measures, providing a critical and descriptive examination of all facets of cyber security with a special focus on recent technologies and applications. The book showcases the advanced defensive cyber security mechanism that is a requirement in the industry and highlights measures that provide efficient and fast solutions. The authors explore the potential of AI-based and nature-inspired based computing compatibilities in establishing an adaptive defense mechanism system. The book focuses on current research while highlighting the empirical results along with theoretical concepts to provide a reference for students, researchers, scholars, professionals, and practitioners in the field of cyber security and analytics. This book features contributions from leading scholars from all over the world.

Artificial Intelligence and Environmental Sustainability - Challenges and Solutions in the Era of Industry 4.0 (Hardcover, 1st... Artificial Intelligence and Environmental Sustainability - Challenges and Solutions in the Era of Industry 4.0 (Hardcover, 1st ed. 2022)
Hui Lin Ong, Ruey-An Doong, Raouf Naguib, Chee Peng Lim, Atulya K. Nagar
R5,261 Discovery Miles 52 610 Ships in 10 - 15 working days

The book discusses comprehensive and cutting-edge research and development endeavors, as well as innovative solutions, in implementing AI and related technologies to meet and undertake current and future challenges towards ensuring environmental sustainability. It explores the future research directions in the era of Industry 4.0. In the beginning, an overview of the utilization of Al for environmental sustainability is provided. The remaining chapters of the book cover the technological and application aspects of Al for environmental sustainability with illustrative examples. Finally, challenges with respect to deploying Al to solving environmental problems and the future trends are covered.

Intelligent Sustainable Systems - Selected Papers of WorldS4 2021, Volume 2 (Paperback, 1st ed. 2022): Atulya K. Nagar, Dharm... Intelligent Sustainable Systems - Selected Papers of WorldS4 2021, Volume 2 (Paperback, 1st ed. 2022)
Atulya K. Nagar, Dharm Singh Jat, Gabriela Marin Raventos, Durgesh Kumar Mishra
R6,701 Discovery Miles 67 010 Ships in 10 - 15 working days

This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2021) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in two volumes. The book is helpful for active researchers and practitioners in the field.

Soft Computing for Problem Solving - SocProS 2018, Volume 1 (Paperback, 1st ed. 2020): Kedarnath Das, Jagdish Chand Bansal,... Soft Computing for Problem Solving - SocProS 2018, Volume 1 (Paperback, 1st ed. 2020)
Kedarnath Das, Jagdish Chand Bansal, Kusum Deep, Atulya K. Nagar, Ponnambalam Pathipooranam, …
R1,916 Discovery Miles 19 160 Ships in 10 - 15 working days

This two-volume book presents the outcomes of the 8th International Conference on Soft Computing for Problem Solving, SocProS 2018. This conference was a joint technical collaboration between the Soft Computing Research Society, Liverpool Hope University (UK), and Vellore Institute of Technology (India), and brought together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to select potential future directions. The book highlights the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers on algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It offers a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems that are difficult to solve using traditional methods.

Advances in Nature-Inspired Computing and Applications (Paperback, Softcover reprint of the original 1st ed. 2019): Shishir... Advances in Nature-Inspired Computing and Applications (Paperback, Softcover reprint of the original 1st ed. 2019)
Shishir Kumar Shandilya, Smita Shandilya, Atulya K. Nagar
R2,980 Discovery Miles 29 800 Ships in 10 - 15 working days

This book contains research contributions from leading global scholars in nature-inspired computing. It includes comprehensive coverage of each respective topic, while also highlighting recent and future trends. The contributions provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application. This book has focus on the current researches while highlighting the empirical results along with theoretical concepts to provide a comprehensive reference for students, researchers, scholars, professionals and practitioners in the field of Advanced Artificial Intelligence, Nature-Inspired Algorithms and Soft Computing.

Advances in Nature-Inspired Cyber Security and Resilience (Hardcover, 1st ed. 2022): Shishir Kumar Shandilya, Neal Wagner, V.B.... Advances in Nature-Inspired Cyber Security and Resilience (Hardcover, 1st ed. 2022)
Shishir Kumar Shandilya, Neal Wagner, V.B. Gupta, Atulya K. Nagar
R2,597 Discovery Miles 25 970 Ships in 12 - 17 working days

This book presents a comprehensive reference source for dynamic and innovative research in the field of cyber security, focusing on nature-inspired research and applications. The authors present the design and development of future-ready cyber security measures, providing a critical and descriptive examination of all facets of cyber security with a special focus on recent technologies and applications. The book showcases the advanced defensive cyber security mechanism that is a requirement in the industry and highlights measures that provide efficient and fast solutions. The authors explore the potential of AI-based and nature-inspired based computing compatibilities in establishing an adaptive defense mechanism system. The book focuses on current research while highlighting the empirical results along with theoretical concepts to provide a reference for students, researchers, scholars, professionals, and practitioners in the field of cyber security and analytics. This book features contributions from leading scholars from all over the world.

Intelligent Sustainable Systems - Selected Papers of WorldS4 2021, Volume 1 (Paperback, 1st ed. 2022): Atulya K. Nagar, Dharm... Intelligent Sustainable Systems - Selected Papers of WorldS4 2021, Volume 1 (Paperback, 1st ed. 2022)
Atulya K. Nagar, Dharm Singh Jat, Gabriela Marin Raventos, Durgesh Kumar Mishra
R3,766 Discovery Miles 37 660 Ships in 12 - 17 working days

This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2021) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in two volumes. The book is helpful for active researchers and practitioners in the field.

Novel Advancements in Electrical Power Planning and Performance (Hardcover): Smita Shandilya, Shishir Kumar Shandilya, Tripta... Novel Advancements in Electrical Power Planning and Performance (Hardcover)
Smita Shandilya, Shishir Kumar Shandilya, Tripta Thakur, Atulya K. Nagar
R6,985 Discovery Miles 69 850 Ships in 10 - 15 working days

As the demand for efficient energy sources continues to grow, electrical systems are becoming more essential to meet these increased needs. Electrical generation and transmission plans must remain cost-effective, reliable, and flexible for further future expansion. As these systems are being utilized more frequently, it becomes imperative to find ways of optimizing their overall function. Novel Advancements in Electrical Power Planning and Performance is an essential reference source that provides vital research on the specific challenges, issues, strategies, and solutions that are associated with electrical transmission and distribution systems and features emergent methods and research in the systemic and strategic planning of energy usage. Featuring research on topics such as probabilistic modeling, voltage stability, and radial distribution, this book is ideally designed for electrical engineers, practitioners, power plant managers, investors, industry professionals, researchers, academicians, and students seeking coverage on the methods and profitability of electrical expansion planning.

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