Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry

Shah, Manan, Kshirsagar, Ameya, Panchal, Jainam

Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry
  • 出版商: CRC
  • 出版日期: 2022-09-02
  • 售價: $4,440
  • 貴賓價: 9.5 折 $4,218
  • 語言: 英文
  • 頁數: 134
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032245654
  • ISBN-13: 9781032245652
  • 相關分類: 人工智慧、Machine Learning

    • 海外代購書籍(需單獨結帳)

商品描述

Today, raw data on any industry is widely available. With the help of artificial intelligence (AI) and machine learning (ML), this data can be used to gain meaningful insights. In addition, as data is the new raw material for today's world, AI and ML will be applied in every industrial sector. Industry 4.0 mainly focuses on the automation of things. From that perspective, the oil and gas industry is one of the largest industries in terms of economy and energy.

Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry analyzes the use of AI and ML in the oil and gas industry across all three sectors, namely upstream, midstream, and downstream. It covers every aspect of the petroleum industry as related to the application of AI and ML, ranging from exploration, data management, extraction, processing, real-time data analysis, monitoring, cloud-based connectivity system, and conditions analysis, to the final delivery of the product to the end customer, while taking into account the incorporation of the safety measures for a better operation and the efficient and effective execution of operations.

This book explores the variety of applications that can be integrated to support the existing petroleum and adjacent sectors to solve industry problems. It will serve as a useful guide for professionals working in the petroleum industry, industrial engineers, AI and ML experts and researchers, as well as students.

商品描述(中文翻譯)

今天，任何行業的原始數據都廣泛可得。借助人工智能（AI）和機器學習（ML）的幫助，這些數據可以用於獲取有意義的洞察。此外，由於數據是當今世界的新原材料，AI和ML將應用於每個行業部門。工業4.0主要關注的是事物的自動化。從這個角度來看，石油和天然氣行業是經濟和能源方面最大的行業之一。

《人工智能（AI）和機器學習（ML）在石油行業中的應用》分析了AI和ML在上游、中游和下游三個行業領域中在石油和天然氣行業中的應用。它涵蓋了與AI和ML應用相關的石油行業的每個方面，包括勘探、數據管理、提取、加工、實時數據分析、監測、基於雲的連接系統和條件分析，以及將產品最終交付給最終客戶，同時考慮到安全措施的納入，以實現更好的運營和高效執行操作。

本書探討了可以整合以支持現有石油和相鄰行業解決行業問題的各種應用。它將為從事石油行業的專業人士、工業工程師、AI和ML專家和研究人員以及學生提供有用的指南。

作者簡介

Dr. Manan Shah is B.E in Chemical Engineering from LD College of Engineering and M. Tech. in Petroleum Engineering from School of Petroleum Technology, PDPU. He has completed his Ph. D. in the area of exploration and exploitation of Geothermal Energy in the state of Gujarat. He is currently working as an Assistant Professor in Department of Chemical Engineering, School of Technology (SOT), PDPU and He has published several articles in reputed international journals in the area of many sectors. He serves as an active reviewer for several reputable international journals like Springer and Elsevier. Dr. Shah is a young and dynamic academician and researcher in the various engineering fields. Dr. Shah has received the best paper award for world's second best journal.

Ameya Kshirsagar is B.Tech in Information Technology graduate from Symbiosis Institute of Technology with gusto to discover value-added aspects of computer science, data analytics and data science, competency to take on every learning challenge. He has published several journal articles in reputed international journals in Computer Science, Data Science, Machine learning, Finance sector, Healthcare, etc. Besides this, he also contributed to a book published by IOP by writing a comprehensive chapter on multimedia security. He is currently targeting foreign institutes for his higher education in computer science and data science.

Jainam Panchal is currently pursuing his Bachelor's of Technology in the Chemical Engineering discipline from the Pandit Deendayal Energy University, Gandhinagar, Gujarat. He has done his schooling from Best Higher Secondary School, Maninagar, Ahmedabad. He is Enthusiastic, Creative & Ethical Techno-freak on the journey of learning to leading following Passion with Joy. He is interested in the Energy sector and renewable energy domain with core Chemical domain. He has been actively participant in the core-curricular activities from his school days and carrying now also. He has published many good articles in reputed journals. He is strong at his leadership skills and Interpersonal Skills. He is also focusing more on the Team-work and Time-Management for effective and efficient workout put. His hobbies are travelling and exploring the cinema and food.

作者簡介(中文翻譯)

Dr. Manan Shah畢業於LD College of Engineering化學工程學士學位，並在PDPU的School of Petroleum Technology獲得石油工程碩士學位。他在古吉拉特邦的地熱能勘探和開發領域完成了博士學位。他目前在PDPU的化學工程學系擔任助理教授，並在許多領域的國際知名期刊上發表了多篇文章。他還擔任Springer和Elsevier等多個知名國際期刊的審稿人。Shah博士是一位年輕且充滿活力的學者和研究人員，在各種工程領域中都有出色的表現。他曾獲得世界第二佳期刊的最佳論文獎。

Ameya Kshirsagar畢業於Symbiosis Institute of Technology的資訊技術學士學位，對於發現計算機科學、數據分析和數據科學的增值方面充滿熱情，具備應對各種學習挑戰的能力。他在計算機科學、數據科學、機器學習、金融行業、醫療保健等領域的知名國際期刊上發表了多篇文章。此外，他還參與了IOP出版的一本書，撰寫了一個關於多媒體安全的全面章節。他目前正在尋求海外的計算機科學和數據科學高等教育機構。

Jainam Panchal目前在Pandit Deendayal Energy University的化學工程學專業攻讀學士學位，位於古吉拉特邦的Gandhinagar。他在Ahmedabad的Best Higher Secondary School完成了中學教育。他是一位熱情、有創造力和道德的科技狂熱者，致力於學習和領導，追隨著激情和喜悅。他對能源行業和可再生能源領域以及化學領域有濃厚的興趣。從學校時代開始，他一直積極參與核心課外活動，現在仍然如此。他在知名期刊上發表了許多優秀的文章。他在領導能力和人際交往能力方面很強。他還更加注重團隊合作和時間管理，以實現有效和高效的工作成果。他的愛好是旅行、探索電影和美食。

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