{"product_id":"ai-in-chemical-engineering-joszs-a-romagnoli-9781032597003","title":"AI in Chemical Engineering: Unlocking the Power Within Data","description":"\u003cp\u003eIndustry 4.0 is revolutionizing chemical manufacturing. Today's chemical companies are swiftly embracing the digital era, recognizing the significant benefits of interconnected products, production equipment, and personnel. As technology advances and production volumes grow, there is an increasing need for new computational tools and innovative solutions to address everyday challenges. \u003ci\u003eAI in Chemical Engineering: Unlocking the Power Within Data\u003c\/i\u003e introduces readers to the essential concepts of machine learning and their application in the chemical and process industries, aiming to enhance efficiency, adaptability, and profitability. This work delves into the transformation of traditional plant operations into integrated and intelligent systems, providing readers with a foundation for developing and understanding the tools necessary for data collection and analysis, thereby gaining valuable insights and practical applications.\u003c\/p\u003e\u003cul\u003e \u003cli\u003eIntroduces the principles and applications of unsupervised learning and discusses the role of machine learning in extracting information from plant data and transforming it into knowledge\u003c\/li\u003e \u003cli\u003eConveys the concepts, principles, and applications of supervised learning, setting the stage for developing advanced monitoring systems, complex predictive models, and advanced computer vision applications\u003c\/li\u003e \u003cli\u003eExplores implementation of reinforced learning ideas for chemical process control and optimization, investigating various model structures and discussing their practical implementation in both simulation and experimental units\u003c\/li\u003e \u003cli\u003eIncorporates sample code examples in Python to illustrate key concepts\u003c\/li\u003e \u003cli\u003eIncludes real-life case studies in the context of chemical engineering and covers a wide variety of chemical engineering applications from oil and gas to bioengineering and electrochemistry\u003c\/li\u003e \u003cli\u003eClearly defines types of problems in chemical engineering subject to AI solutions and relates them to subfields of AI\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis practical text, designed for advanced chemical engineering students and industry practitioners, introduces concepts and theories in a logical and sequential manner. It serves as an essential resource, helping readers understand both current and emerging developments in this important and evolving field.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e José A. Romagnoli, Luis Briceño-Mena, Vidhyadhar Manee\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032597003\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032597003\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/31\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 286\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.34lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.75d","brand":"José A. Romagnoli","offers":[{"title":"Hardcover","offer_id":46906684539135,"sku":"9781032597003","price":140.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_91f1c400-2baa-40a0-9d77-e4a5f13cd89a.jpg?v=1748771123","url":"https:\/\/www.whiterainbookhouse.com\/products\/ai-in-chemical-engineering-joszs-a-romagnoli-9781032597003","provider":"WR Book House","version":"1.0","type":"link"}