\chapter{マルチエージェントシミュレータを活用したデジタルトランスフォーメーション}

\section{DXにおけるシミュレータの活用}

昨今の教育の場において，シミュレータを用いたデジタルトランスフォーメーションが，行われるようになってきた．ここでは，教育におけるシミュレータの活用例を述べる．


\begin{flushleft}
\textbf{教育におけるシミュレーターの活用例}
\end{flushleft}




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\section{FlexsimによるDX}
Flexsimを用いた，デジタルトランスフォーメーションについて説明する．まず，Flexsimは，マルチエージェントシミュレータの一つであり，適用分野は製造業，マテハン・物流業，医療分野の三つである．

製造業では，実際の生産システムをパソコン上で作成し在庫，生産，組立輸送などの製造から出荷まで，製造業におけるすべての流れをシミュレーション内で検討でき無駄な費用をかけずに改善・維持の検討ができる．

マテハン・物流業では，実際の倉庫状況を把握し，ストレージ，ドック，コンベア，無人搬送車，人員などの最適なリソース検討が簡単に行える．また，パソコン上で分析・検証ができるので，現場でのテストにかかる時間とコストを削減することができる．

医療分野では，FlexSimはパソコン上で，実際の医療現場をモデル化し，リソースの最適業務改善の検討を行う事が出来る．リソース配置等の最適化機能があるので，現状を踏まえ実現可能な最適化への検討が出来る．

\textcolor{red}{後で書き直す}

Flexsim

\section{教育におけるFlexSimの活用}．

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