Intelligent Systems in Process Engineering, Part I: - download pdf or read online

By James Wei,Chonghun Han,George Stephanopoulos

ISBN-10: 0120085216

ISBN-13: 9780120085217

ISBN-10: 0123993857

ISBN-13: 9780123993854

Volumes 21 and 22 of Advances in Chemical Engineering include ten prototypical paradigms which combine rules and methodologies from man made intelligence with these from operations learn, estimation andcontrol concept, and facts. each one paradigm has been built round an engineering challenge, e.g. product layout, approach layout, method operations tracking, making plans, scheduling, or keep watch over. in addition to the engineering challenge, every one paradigm advances a particular methodological subject from AI, reminiscent of: modeling languages; automation in layout; symbolic and quantitative reasoning; inductive and deductive reasoning; looking areas of discrete strategies; non-monotonic reasoning; analogical learning;empirical studying via neural networks; reasoning in time; and good judgment in numerical computing. jointly the 10 paradigms of the 2 volumes point out how pcs can extend the scope, style, and quantity of information that may be articulated and utilized in fixing a huge diversity of engineering problems.

  • Sets the principles for the advance of computer-aided instruments for fixing a few designated engineering problems
  • Exposes the reader to numerous AI innovations in computerized modeling, looking, reasoning, and learning
  • The made from ten-years adventure in integrating AI into approach engineering
  • Offers elevated and sensible formulations of real-world problems

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Intelligent Systems in Process Engineering, Part I: Paradigms from Product and Process Design (Advances in Chemical Engineering) by James Wei,Chonghun Han,George Stephanopoulos


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