Artificial Intelligence in the Energy Industry: Theory, Case Studies, and Applications
暫譯: 能源產業中的人工智慧：理論、案例研究與應用

這本全面的資源彌補了在石油行業應用現代人工智慧（AI）和機器學習（ML）方法的知識差距。它探討了人工智慧、機器學習和數據分析如何提升石油和天然氣價值鏈各個環節的效率、安全性和生產力，包括勘探、鑽探、生產、油藏管理和可再生能源整合。

- 涵蓋AI/ML應用的理論和實踐方面，從基礎概念到進階技術。
- 提供範例和從A到Z的實用工作流程，讓讀者能夠將所學直接應用於現實挑戰。
- 包含500個國際案例研究，突顯全球視角下的現實成功、挑戰和經驗教訓。
- 提供對新興技術的見解，如工業4.0、數位雙胞胎、智慧田野和物聯網應用，以及更傳統的領域，如鑽探優化和增強回收作業。

隨著數據驅動方法日益重要，本書為尋求實用解決方案的技術專業人士和尋求結構良好的高級學習教科書的學術界提供了價值。

Cenk Temizel is an energy professional with 20 years of international experience in the oil and gas industry. He was a research assistant at Stanford University before joining the industry and is the recipient of the SPE Regional Reservoir Description and Dynamics Award. He received his MSc in Petroleum Engineering from the University of Southern California and BSc from Middle East Technical University - Ankara.

Salih Tutun is an AI researcher and faculty member at the Olin Business School, Washington University in St. Louis. His research on Networked Pattern Recognition has been featured by global news organizations. Dr. Tutun also serves as a senior AI consultant on projects on IT artifacts and products for business decision-making and has developed several products, including MDScan, XScanner, NEPAR, SASX, DIA, and DemansCheck. He is an External Advisory Board Member of the SkillMeet project funded under the Horizon Europe program.

Celal Hakan Canbaz is a Senior Energy Expert with deep expertise in SCAL analysis, reservoir engineering, and well-testing, gained through both academic and industrial work. He is the co-founder of Climpach Consulting LLC and has led or contributed to over 30 projects, 50 publications, and 3 books. Canbaz has delivered 50+ technical courses on energy, project finance, and sustainability, and holds a U.S. patent in reservoir wettability. Recognized among Azerbaijan's top 100 scientists, he holds M.Sc. and B.Sc. degrees from Istanbul Technical University and is active in SPE and EAGE.

Ekrem Alagoz is a drilling supervisor at Turkish Petroleum Corporation (TPAO). He earned a BS degree from Iskenderun Technical University and an MS degree from The University of Texas at Austin, both in petroleum engineering. He previously worked as a hydraulic fracturing research engineer in the R&D department of TPAO.

Emre Can Dundar earned a BS degree from Bülent Ecevit University in Mining Engineering and an MS degree from The West Virginia University in Petroleum and Natural Gas Engineering Department. He is currently the head of the Hydraulic Fracturing Department at Turkish Petroleum Corporation (TPAO), where he is responsible for performing frac design and execution operations.

Mufrettin Murat Sari is a Chemistry Professor in the Department of Chemistry & Biochemistry, Texas Tech University, USA. He has more than 25 years of experience in the fields of Materials Chemistry, Applied Biochemistry, Biotechnology, and Nanotechnology. He received a Ph.D. degree from Hacettepe University, Turkey in 2005. He has published around 40 scientific articles, proceedings, books, book chapters, and other publications with hundreds of citations. Previously, he was a teaching assistant at Hacettepe University, researcher at Criminal Department Research Center, Ankara, Turkey, professor at Turkish Military Academy & National Defense University, and visiting professor at Texas A&M University, College Station.

Luigi Saputelli is a seasoned Reservoir Engineering Expert Advisor, having worked as a reservoir, drilling, and production engineer for PDVSA, ADNOC, Hess, and Halliburton. Dr. Saputelli is a researcher, lecturer, and active volunteer in the Society of Petroleum Engineers. He holds a PhD in Chemical Engineering from University of Houston.

Mehmet Melih Oskay earned his PhD degree in Petroleum Engineering from The University of Texas. He has taught at University of Texas, Louisiana Tech University, Middle East Technical University and King Fahd University of Petroleum and Minerals. His industrial experience covers Shell, Kuwait Oil Company and Kuwait Gulf Oil Company. He has represented the latter two companies at joint operating committees including government representatives for Saudi Arabia and Kuwait.

Cenk Temizel 是一位擁有 20 年國際經驗的能源專業人士，專注於石油和天然氣行業。在進入業界之前，他曾擔任史丹佛大學的研究助理，並獲得了 SPE 區域儲層描述與動力學獎。他在南加州大學獲得石油工程碩士學位，並在中東技術大學（安卡拉）獲得學士學位。

Salih Tutun 是聖路易華盛頓大學奧林商學院的人工智慧研究員及教職員。他在網絡模式識別方面的研究曾被全球新聞機構報導。Tutun 博士同時擔任商業決策 IT 產品和工件的高級人工智慧顧問，並開發了多個產品，包括 MDScan、XScanner、NEPAR、SASX、DIA 和 DemansCheck。他是歐洲地平線計畫下 SkillMeet 項目的外部諮詢委員會成員。

Celal Hakan Canbaz 是一位資深能源專家，擁有深厚的 SCAL 分析、儲層工程和井測試專業知識，這些經驗來自於學術和工業界的工作。他是 Climpach Consulting LLC 的共同創辦人，並主導或參與了超過 30 個項目、50 篇出版物和 3 本書籍。Canbaz 已經提供了 50 多個有關能源、項目融資和可持續性的技術課程，並擁有一項有關儲層潤濕性的美國專利。他被認可為阿塞拜疆前 100 名科學家之一，擁有伊斯坦堡科技大學的碩士和學士學位，並活躍於 SPE 和 EAGE。

Ekrem Alagoz 是土耳其石油公司 (TPAO) 的鑽井主管。他在伊斯肯德倫科技大學獲得學士學位，並在德克薩斯大學奧斯汀分校獲得石油工程碩士學位。他曾在 TPAO 的研發部門擔任水力壓裂研究工程師。

Emre Can Dundar 在比倫特·埃傑維特大學獲得礦業工程學士學位，並在西維吉尼亞大學的石油與天然氣工程系獲得碩士學位。他目前是土耳其石油公司 (TPAO) 水力壓裂部門的負責人，負責進行壓裂設計和執行操作。

Mufrettin Murat Sari 是美國德克薩斯科技大學化學與生物化學系的化學教授。他在材料化學、應用生物化學、生物技術和納米技術領域擁有超過 25 年的經驗。他於 2005 年在土耳其哈賽特佩大學獲得博士學位。他已發表約 40 篇科學文章、會議論文、書籍、書籍章節及其他出版物，並獲得數百次引用。此前，他曾在哈賽特佩大學擔任教學助理、土耳其安卡拉刑事部研究中心的研究員、土耳其軍事學院及國防大學的教授，以及德克薩斯 A&M 大學的訪問教授。

Luigi Saputelli 是一位經驗豐富的儲層工程專家顧問，曾擔任 PDVSA、ADNOC、Hess 和哈里伯頓的儲層、鑽井和生產工程師。Saputelli 博士是一位研究員、講師，並在石油工程師協會中積極參與志願服務。他擁有休斯頓大學的化學工程博士學位。

Mehmet Melih Oskay 在德克薩斯大學獲得石油工程博士學位。他曾在德克薩斯大學、路易斯安那科技大學、中東技術大學和法赫德石油與礦業大學任教。他的工業經驗涵蓋了殼牌、科威特石油公司和科威特海灣石油公司。他曾代表後兩家公司參加包括沙烏地阿拉伯和科威特政府代表的聯合運營委員會。