Computational Modelling of Additive Manufacturing
暫譯: 積層製造的計算模擬

Yan, Wentao, Zhang, Yanming, Hu, Daijun

Computational Modelling of Additive Manufacturing
  • 出版商: Wiley
  • 出版日期: 2026-10-05
  • 售價: $4,610
  • 貴賓價: 9.5 折 $4,379
  • 語言: 英文
  • 頁數: 496
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 139435102X
  • ISBN-13: 9781394351022
  • 相關分類: 材料科學 Meterials

    • 尚未上市，無法訂購

商品描述

Enables readers to understand the additive manufacturing process-structure-property relationships and optimize the manufacturing parameters and machines via computational modeling techniques, including multi-physics modeling and data-driven analysis.

Computational Modeling of Additive Manufacturing provides a step-by-step guide, covering topics from basic physics and governing equations to the implementation, experimental validation, model capability, and physical mechanisms obtained from simulation, as well as expert perspectives on future outlooks. With a well-rounded exploration of key areas, this book integrates various modeling techniques, including multi-physics modeling of powder, fluid and solid mechanics, heat transfer, microstructure evolutions, data-driven analysis including surrogate modeling, uncertainty quantification and multi-objective optimization, and a synergy of modeling with other techniques. Modeling of various additive manufacturing processes are included, such as laser/electron beam powder bed fusion, directed energy deposition, binder jetting, and material extrusion.

The book presents comprehensive simulations covering a variety of issues for the process-structure-property relationships, including:

  • Multi-phase flow modeling of powder dynamics (e.g., spreading and spattering) in powder-bed-based additive manufacturing processes
  • Multi-physics modeling of molten pool dynamics in fusion-based additive manufacturing processes, with mechanistic heat source model, composition-dependent evaporation and chemical reaction models, and under external energy fields, as well as the thermal-fluid dynamics in other additive manufacturing processes.
  • Modeling of microstructure evolutions including grain and dendrite evolutions
  • Multi-scale modeling of thermal and residual stresses, and the room- and high-temperature mechanical properties of the additively manufactured parts
  • Data-driven surrogate modeling, uncertainty quantification and optimization, and the synergy with digital twins, smart diagnostics, and control

This book is an essential first-of-its-kind reference for researchers in this specific area, and the larger area, of additive manufacturing who focus on experiments, materials design, mechanics, and other areas of interest.

商品描述(中文翻譯)

協助讀者理解積層製造過程—結構—性能之間的關係，並透過計算建模技術（包括多物理建模與資料驅動分析）最佳化製造參數與設備。

《Computational Modeling of Additive Manufacturing》提供逐步的學習指南，涵蓋從基礎物理與控制方程式，到模型的實作、實驗驗證、模型能力，以及透過模擬所獲得的物理機制；同時也介紹專家對未來發展的觀點。本書全面探討各項關鍵領域，整合多種建模技術，包括粉末、流體與固體力學、熱傳、微結構演化等面向的多物理建模；以及包含代理模型（surrogate modeling）、不確定性量化與多目標最佳化在內的資料驅動分析，並探討建模技術與其他技術的協同應用。本書涵蓋多種積層製造製程的建模，例如雷射／電子束粉末床熔融、定向能量沉積、黏結劑噴射，以及材料擠製。

本書針對過程—結構—性能關係中的各類問題， प्रस्तुत完整的模擬分析，包括：

• 粉末床式積層製造製程中粉末動力學（例如鋪粉與飛濺）的多相流建模

• 熔融式積層製造製程中熔池動力學的多物理建模，包括機理式熱源模型、與成分相關的蒸發與化學反應模型，以及外部能量場作用下的模型；此外，也涵蓋其他積層製造製程中的熱流體動力學

• 包括晶粒與枝晶演化在內的微結構演化建模

• 熱應力與殘餘應力的多尺度建模，以及積層製造零件在室溫與高溫下的機械性能

• 資料驅動的代理模型、不確定性量化與最佳化，以及其與數位孿生、智慧診斷和控制技術的協同應用

本書是針對此一特定領域，以及更廣泛的積層製造領域之研究人員不可或缺、首創的參考書，適合專注於實驗、材料設計、力學及其他相關領域的讀者。

作者簡介

WENTAO YAN, PhD, is a Tenured Associate Professor in the Department of Mechanical Engineering at the National University of Singapore (NUS). Since 2014, he has been working on multi-scale multi-physics modeling, experimental investigation and data analysis of additive manufacturing. He has published >140 papers on flagship journals and his team was the winner in the 2022 NIST AM Bench Simulation Challenges, winning 9 awards in 25 tests.

YANMING ZHANG, PhD, is a Research Fellow in the Department of Mechanical Engineering at NUS. His research focuses on the multiphase flow modeling of multi-material additive manufacturing.

DAIJUN HU, PhD, is a Research Fellow in the Department of Mechanical Engineering at NUS. His research focuses on residual stress, dislocation dynamics and fracture, providing mechanistic insights into material behavior through computational modeling of additive manufacturing.

YUHAN JU is a PhD candidate in the Department of Mechanical Engineering at NUS. Her research focuses on the modeling of microstructure evolutions in additive manufacturing at grain and dendrite scales with the phase-field and cellular automaton methods.

YIMING LIU is a PhD student under the Integrative Sciences and Engineering Programme at NUS. His research focuses on data-driven modeling, diagnostics and close-loop control in additive manufacturing.

作者簡介(中文翻譯)

WENTAO YAN 博士是 National University of Singapore (NUS) 機械工程系的具終身職副教授。自 2014 年起，他一直從事積層製造的多尺度多物理建模、實驗研究與資料分析。他已在頂尖期刊上發表 140 多篇論文，其研究團隊並在 2022 年 NIST AM Bench Simulation Challenges 中獲得冠軍，於 25 項測試中贏得 9 個獎項。

YANMING ZHANG 博士是 NUS 機械工程系的研究員。他的研究重點為多材料積層製造的多相流建模。

DAIJUN HU 博士是 NUS 機械工程系的研究員。他的研究重點包括殘留應力、差排動力學與破壞，並透過積層製造的計算建模，深入解析材料行為的機制。

YUHAN JU 是 NUS 機械工程系的博士候選人。她的研究重點是運用相場法（phase-field method）與細胞自動機法（cellular automaton method），在晶粒與樹枝晶尺度上建模積層製造中的微結構演化。

YIMING LIU 是 NUS Integrative Sciences and Engineering Programme 的博士生。他的研究重點為積層製造中的資料驅動建模、診斷與閉迴路控制。

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