Decision Making Using AI in Energy and Sustainability: Methods and Models for Policy and Practice
暫譯: 利用AI進行能源與可持續性決策：政策與實踐的方法與模型
Kayakutlu, Gülgün, Kayalica, M. Özgür
相關主題
商品描述
Artificial intelligence (AI) has a huge impact on science and technology, including energy, where access to resources has been a source of geopolitical conflicts. AI can predict the demand and supply of renewable energy, optimize efficiency in energy systems, and improve the management of natural energy resources, among other things. This book explores the use of AI tools for improving the management of energy systems and providing sustainability with smart cities, smart facilities, smart buildings, smart transportation, and smart houses. Featuring research from International Federation for Information Processing's (IFIP) "AI in Energy and Sustainability" working group, this book provides new models and algorithms for AI applications in energy and sustainability fields. Any short-term, mid-term and long-term forecasting, optimization models, trend foresights and prescriptions based on scenarios are studied in the energy world and the smart systems for sustainability. The contents of this book are valuable for energy researchers, academics, scholars, practitioners and policy makers.
商品描述(中文翻譯)
人工智慧（AI）對科學和技術產生了巨大的影響，包括能源領域，其中資源的獲取一直是地緣政治衝突的根源。AI 可以預測可再生能源的需求和供應，優化能源系統的效率，並改善自然能源資源的管理等。本書探討了使用 AI 工具來改善能源系統的管理，並為智慧城市、智慧設施、智慧建築、智慧交通和智慧住宅提供可持續性。本書包含國際資訊處理聯合會（IFIP）「能源與可持續性中的 AI」工作組的研究，提供了能源和可持續性領域中 AI 應用的新模型和演算法。針對能源領域及可持續性智慧系統的短期、中期和長期預測、優化模型、趨勢預測和基於情境的建議進行了研究。本書的內容對於能源研究人員、學者、學術界、實務工作者和政策制定者具有重要價值。
作者簡介
Gulgun Kayakutlu is Professor in the Department of Energy Planning and Management at the Energy Institute of Istanbul Technical University (Turkey). Before joining the University, she was the founder and General Manager of Sybase Turkey, where she managed several real-time transaction projects in the private sector and many B2B projects in the government sector. She wrote the book Intelligence in Energy (Elsevier, 2017) and co-edited Energy Management--Collective and Computational Intelligence with Theory and Applications (Springer, 2018). Dr. Kayakutlu has published more than fifty articles in SCI and SSCI reviewed journals on energy optimization and intelligence.
M. Özgür Kayalica is a Senior Lecturer in the Energy Institute and Director of the Technological and Economic Development Research Center (TEGAM) at Istanbul Technical University (Turkey). Dr. Kayalica's research focuses on the microeconomics of environmental economics, energy economics andtrade theory. Dr. Kayalica published books and numerous articles in SCI and SSCI indexed journals.
作者簡介(中文翻譯)
Gulgun Kayakutlu教授是土耳其伊斯坦堡科技大學能源研究所能源規劃與管理系的教授。在加入大學之前，她是Sybase Turkey的創辦人及總經理，負責管理多個私營部門的即時交易專案以及許多政府部門的B2B專案。她撰寫了書籍《Intelligence in Energy》（Elsevier, 2017），並共同編輯了《Energy Management--Collective and Computational Intelligence with Theory and Applications》（Springer, 2018）。Kayakutlu博士在能源優化和智能方面於SCI和SSCI審核期刊上發表了五十多篇文章。
M. Özgür Kayalica是土耳其伊斯坦堡科技大學能源研究所的高級講師及技術與經濟發展研究中心（TEGAM）的主任。Kayalica博士的研究專注於環境經濟學的微觀經濟學、能源經濟學和貿易理論。Kayalica博士出版了多本書籍及在SCI和SSCI索引期刊上發表了大量文章。
