Cyber-Physical Systems: Engineering in Digital Era
暫譯: 網絡物理系統:數位時代的工程學
Kravets, Alla G., Bolshakov, Alexander A.
- 出版商: Springer
- 出版日期: 2026-01-03
- 售價: $7,340
- 貴賓價: 9.5 折 $6,973
- 語言: 英文
- 頁數: 321
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032025435
- ISBN-13: 9783032025432
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相關分類:
控制系統 Control-systems
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商品描述
This book is a comprehensive exploration of the fundamental principles and contemporary applications of cyber-physical systems (CPS) in various engineering disciplines. This book is structured into five thematic sections, each addressing unique facets of CPS integration and digital transformation in engineering practices. This book opens the discussion by examining the creation and utilization of digital twins and computational models in diverse engineering contexts. Chapter 1 focuses on the digital twin of a functional food product, while subsequent chapters address the modeling of gas well operations under flooding conditions, productivity assessment of horizontal wells with multistage hydraulic fracturing, carbonate reservoir acid treatments, and thermal power plant optimization with combined cycle gas turbines. This book transitions to the specific challenges and opportunities presented by CPS in chemical engineering. Chapters cover the analysis of rarefied flow formation in chemical technology apparatuses, parameter estimation for optimizing polymer compositions, and decision support systems for automating ore phosphate charge production. This book delves into the broader landscape of heterogeneous environments within CPS. Topics include structural-parametric synthesis of global optimization algorithms, the application of pass-through structures for ultra-wideband information processing, and numerical modeling of acoustic instability in supersonic flows. Discussions encompass molecular fingerprint-based analyses of chemical formulas in patents, flexible word linking concepts for verifying recognized administrative documents and quality control mechanisms for administrative document recognition. Chapters highlight integrated computer systems for coke oven battery design training, software for studying key distribution schemes, and formalizations of mental models in human operators. This book is intended for researchers, practitioners, and students interested in the intersection of cyber-physical systems and engineering in the digital era. It provides a holistic view of current trends and best practices, offering valuable insights into the transformative potential of CPS across various engineering domains.
商品描述(中文翻譯)
本書全面探討了網路物理系統(Cyber-Physical Systems, CPS)的基本原則及其在各工程學科中的當代應用。本書分為五個主題部分,每個部分針對CPS整合及工程實踐中的數位轉型的獨特面向進行探討。本書首先討論了數位雙胞胎(digital twins)和計算模型在不同工程背景下的創建與應用。第一章專注於功能性食品產品的數位雙胞胎,而隨後的章節則探討了在淹水條件下的氣井作業建模、多階段水力壓裂的水平井生產力評估、碳酸鹽儲層的酸處理,以及結合循環燃氣渦輪的熱電廠優化。本書接著轉向化學工程中CPS所帶來的特定挑戰與機會。章節涵蓋了化學技術設備中稀薄流動形成的分析、優化聚合物組成的參數估計,以及自動化磷礦石生產的決策支持系統。本書深入探討了CPS中異質環境的更廣泛景觀。主題包括全球優化算法的結構參數合成、超寬頻信息處理的通過結構應用,以及超音速流動中聲學不穩定性的數值建模。討論內容涵蓋基於分子指紋的專利化學公式分析、用於驗證已識別行政文件的靈活詞彙連結概念,以及行政文件識別的質量控制機制。章節強調了焦爐電池設計訓練的整合計算機系統、研究關鍵分配方案的軟體,以及人類操作員心理模型的形式化。本書旨在為對網路物理系統與數位時代工程交集感興趣的研究者、實務工作者及學生提供一個全面的視角,展示當前趨勢與最佳實踐,並提供有關CPS在各工程領域轉型潛力的寶貴見解。