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化学分野におけるAIの市場規模、シェア、動向分析レポート：タイプ別、用途別、最終用途別、地域別、セグメント予測、2024年～2030年

AI In Chemicals Market Size, Share & Trends Analysis Report By Type (Hardware, Software, Services), By Application (Production Optimization, New Material Innovation), By End-use, By Region, And Segment Forecasts, 2024 - 2030

出版日
ページ情報
英文 150 Pages
納期
2～10営業日
カスタマイズ可能
化学分野におけるAIの市場規模、シェア、動向分析レポート：タイプ別、用途別、最終用途別、地域別、セグメント予測、2024年～2030年
出版日: 2024年09月06日
発行: Grand View Research
ページ情報: 英文 150 Pages
納期: 2～10営業日
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  • 概要
  • 図表
  • 目次
概要

化学分野におけるAI市場規模と動向：

世界の化学分野におけるAIの市場規模は、2023年に9億4,300万米ドルと推計され、2024年から2030年にかけてCAGR27.8%で成長すると予測されています。

同市場は、業界が効率とイノベーションを強化するために先進技術を採用する傾向が強まり、大きな成長を遂げています。主要な促進要因の1つは、化学生産プロセス全体の最適化需要です。AIアルゴリズムは、業務の合理化、廃棄物の削減、エネルギー効率の改善のために統合されています。このシフトは特に基礎化学品と石油化学品で顕著で、AIは生産精度と費用対効果を高めています。大規模なデータセットを分析し、結果を予測するAIの能力は、従来の化学製造業をより俊敏で応答性の高いプロセスに変えつつあります。企業が環境規制の高まりに直面する中、AIは資源利用を最適化し、排出を最小限に抑えることで、持続可能性の目標達成に貢献しています。AIを活用した生産最適化への注目は、競争力とオペレーショナル・エクセレンスを維持することを目的とした技術導入の広範な動向を強調するものです。

研究者や化学企業はAIを活用して、望ましい特性を持つ新規材料の開発を加速させています。機械学習モデルは、実験やシミュレーションから得られた複雑なデータを分析し、研究開発段階を大幅にスピードアップすることができます。この能力は、カスタマイズされたソリューションの需要が高い特殊化学品において特に価値があります。AI主導の探索ツールは、新材料の市場投入に要する時間を短縮するだけでなく、材料性能予測の精度も向上させています。新材料の開発に注力することで、AI技術への投資が増加しています。企業は競争力を得るためにデータと計算能力を活用しています。化学業界が変化する市場ニーズに適応していく中で、人工知能（AI）は革新的な材料を生み出すために不可欠なものとなりつつあります。

価格設定や市場戦略へのAIの応用も、注目すべき成長分野です。AIツールは、リアルタイムの市場状況、需要変動、競争圧力に対応するダイナミックな価格設定モデルの開発に利用されています。このアプローチにより、化学企業は価格戦略を最適化し、収益性と市場でのポジショニングを高めることができます。さらにAIは、サプライチェーンの効率維持に不可欠な、より正確な原材料の需要予測にも貢献しています。市場動向を予測し、それに応じて価格設定を調整する能力は、大きな競争力をもたらします。企業が複雑で不安定な市場を乗り切ろうと努力する中で、価格最適化と需要予測におけるAIの能力は不可欠であることが証明されつつあります。この動向は、化学業界における意思決定にデータを活用する動きが広がっていることを示しています。世界市場が急速に変化する中、俊敏性と正確性の必要性が浮き彫りになっています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 化学分野におけるAI市場の変数、動向、範囲

  • 市場イントロダクション / 系統展望
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
  • 化学分野におけるAI市場の分析ツール
    • ポーターの分析
    • PESTEL分析

第4章 化学分野におけるAI市場：タイプの推定・動向分析

  • セグメントダッシュボード
  • 化学分野におけるAI市場：タイプ変動分析、2023年・2030年
  • ハードウェア
  • ソフトウェア
  • サービス

第5章 化学分野におけるAI市場：用途の推定・動向分析

  • セグメントダッシュボード
  • 化学分野におけるAI市場：用途変動分析、2023年・2030年
  • 生産の最適化
  • 新材料の革新
  • 運用プロセス管理
  • 価格最適化
  • 原材料需要予測
  • その他

第6章 化学分野におけるAI市場：最終用途の推定・動向分析

  • セグメントダッシュボード
  • 化学分野におけるAI市場：最終用途変動分析、2023年・2030年
  • 基礎化学品・石油化学製品
  • 農薬
  • 特殊化学品

第7章 化学分野におけるAI市場：地域の推定・動向分析

  • 化学分野におけるAI市場のシェア、地域別、2023年・2030年、百万米ドル
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ブラジル
  • 中東・アフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ

第8章 競合情勢

  • 企業分類
  • 企業の市場ポジショニング
  • 参入企業の概要
  • 財務実績
  • タイプベンチマーク
  • 企業ヒートマップ分析
  • 戦略マッピング
  • 企業プロファイル / 上場企業
    • Accenture
    • BASF
    • Google LLC
    • Honeywell International Inc.
    • IBM Corporation
    • Insilico Medicine
    • Microsoft
    • NVIDIA Corporation
    • Siemens
    • SLB
図表

List of Tables

  • Table 1 Global AI in Chemicals Market by type, 2018 - 2030 (USD Million)
  • Table 2 Global AI in Chemicals Market by application, 2018 - 2030 (USD Million)
  • Table 3 Global AI in Chemicals Market by end Use, 2018 - 2030 (USD Million)
  • Table 4 Global AI in Chemicals Market by region, 2018 - 2030 (USD Million)
  • Table 5 North America AI in Chemicals Market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe AI in Chemicals Market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific AI in Chemicals Market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America AI in Chemicals Market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA AI in Chemicals Market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 AI in Chemicals Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 AI in Chemicals Market snapshot
  • Fig. 8 AI in Chemicals Market segment snapshot
  • Fig. 9 AI in Chemicals Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 AI in Chemicals Market: Type outlook key takeaways, (USD Million)
  • Fig. 13 AI in Chemicals Market: Type movement analysis, 2024 & 2030 (USD Million)
  • Fig. 14 Hardware market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Software market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Services market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 AI in Chemicals Market: Application outlook key takeaways, (USD Million)
  • Fig. 18 AI in Chemicals Market: Application movement analysis, 2024 & 2030 (USD Million)
  • Fig. 19 Production Optimization market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 New Material Innovation market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 Operational Process Management market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Pricing Optimization market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Raw Material Demand Forecasting market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 AI in Chemicals Market: End Use outlook key takeaways, (USD Million)
  • Fig. 26 AI in Chemicals Market: End Use movement analysis, 2024 & 2030 (USD Million)
  • Fig. 27 Base Chemicals & Petrochemicals market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 New Material Innovation Agricultural Chemicals market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Specialty Chemicals market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Regional marketplace: Key takeaways
  • Fig. 31 AI in Chemicals Market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 32 North America AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 U.S. AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Canada AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Mexico AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Europe AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 UK AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Germany AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 France AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Asia Pacific AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 China AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Japan AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 India AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 South Korea AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Australia AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Latin America AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Brazil AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 MEA AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 KSA AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 UAE AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 South Africa AI in Chemicals Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Company Categorization
  • Fig. 53 Company Market Positioning
  • Fig. 54 Strategy framework
目次
Product Code: GVR-4-68040-444-9

AI In Chemicals Market Size & Trends:

The global AI in chemicals market size was estimated at USD 943.0 million in 2023 and is projected to grow at a CAGR of 27.8% from 2024 to 2030. The market is experiencing significant growth as the industry increasingly adopts advanced technologies to enhance efficiency and innovation. One major driver is the demand for optimization across chemical production processes. AI algorithms are being integrated to streamline operations, reduce waste, and improve energy efficiency. This shift is particularly evident in base chemicals and petrochemicals, where AI enhances production accuracy and cost-effectiveness. The ability of AI to analyze large datasets and predict outcomes is transforming traditional chemical manufacturing into a more agile and responsive process. As companies face rising environmental regulations, AI helps in achieving sustainability goals by optimizing resource use and minimizing emissions. The focus on AI-driven production optimization underscores a broader trend of technological adoption aimed at maintaining competitiveness and operational excellence.

Researchers and chemical companies are utilizing AI to accelerate the development of novel materials with desirable properties. Machine learning models can analyze complex data from experiments and simulations, significantly speeding up the research and development phase. This capability is particularly valuable in specialty chemicals, where customized solutions are in high demand. AI-driven discovery tools are not only reducing the time required to bring new materials to market but also improving the accuracy of material performance predictions. The focus on developing new materials is increasing investment in AI technologies. Companies are using data and computing power to gain a competitive edge. As the chemical industry adapts to changing market needs, artificial intelligence (AI) is becoming essential for creating innovative materials.

The application of AI in pricing and market strategies is another area of notable growth. AI tools are being used to develop dynamic pricing models that respond to real-time market conditions, demand fluctuations, and competitive pressures. This approach enables chemical companies to optimize their pricing strategies, enhancing profitability and market positioning. Moreover, AI contributes to more accurate demand forecasting for raw materials, which is crucial for maintaining supply chain efficiency. The ability to predict market trends and adjust pricing accordingly provides a significant competitive edge. As companies strive to navigate complex and volatile markets, AI's capabilities in pricing optimization and demand forecasting are proving to be indispensable. This trend shows a wider move towards using data for decision-making in the chemical industry. It highlights the need for agility and accuracy as the global market rapidly changes.

Global AI In Chemicals Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global AI in chemicals market report based on type, application, end-use, and region:

  • Type Outlook (Revenue, USD Million, 2018 - 2030)
  • Hardware
  • Software
  • Services
  • Application Outlook (Revenue, USD Million, 2018 - 2030)
  • Production Optimization
  • New Material Innovation
  • Operational Process Management
  • Pricing Optimization
  • Raw Material Demand Forecasting
  • Others
  • End-use Outlook (Revenue, USD Million, 2018 - 2030)
  • Base Chemicals & Petrochemicals
  • Agricultural Chemicals
  • Specialty Chemicals
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. AI in Chemicals market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. AI in Chemicals market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. AI in Chemicals market: Type Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. AI in Chemicals market: Type Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Hardware
    • 4.3.1. Hardware AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Software
    • 4.4.1. Software AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Services
    • 4.5.1. Services AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. AI in Chemicals market: Application Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. AI in Chemicals market: Application Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. Production Optimization
    • 5.3.1. Production Optimization AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. New Material Innovation
    • 5.4.1. New Material Innovation AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.5. Operational Process Management
    • 5.5.1. Operational Process Management AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.6. Pricing Optimization
    • 5.6.1. Pricing Optimization AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.7. Raw Material Demand Forecasting
    • 5.7.1. Raw Material Demand Forecasting AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.8. Others
    • 5.8.1. Others AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. AI in Chemicals market: End Use Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. AI in Chemicals market: End Use Movement Analysis, 2023 & 2030 (USD Million)
  • 6.3. Base Chemicals & Petrochemicals
    • 6.3.1. Base Chemicals & Petrochemicals AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Agricultural Chemicals
    • 6.4.1. Agricultural Chemicals AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Specialty Chemicals
    • 6.5.1. Specialty Chemicals AI in Chemicals market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. AI in Chemicals market: Regional Estimates & Trend Analysis

  • 7.1. AI in Chemicals market Share, By Region, 2023 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa AI in Chemicals market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Type Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Accenture
      • 8.8.1.1. Participant's Overview
      • 8.8.1.2. Financial Performance
      • 8.8.1.3. Product Benchmarking
      • 8.8.1.4. Recent Developments
    • 8.8.2. BASF
      • 8.8.2.1. Participant's Overview
      • 8.8.2.2. Financial Performance
      • 8.8.2.3. Product Benchmarking
      • 8.8.2.4. Recent Developments
    • 8.8.3. Google LLC
      • 8.8.3.1. Participant's Overview
      • 8.8.3.2. Financial Performance
      • 8.8.3.3. Product Benchmarking
      • 8.8.3.4. Recent Developments
    • 8.8.4. Honeywell International Inc.
      • 8.8.4.1. Participant's Overview
      • 8.8.4.2. Financial Performance
      • 8.8.4.3. Product Benchmarking
      • 8.8.4.4. Recent Developments
    • 8.8.5. IBM Corporation
      • 8.8.5.1. Participant's Overview
      • 8.8.5.2. Financial Performance
      • 8.8.5.3. Product Benchmarking
      • 8.8.5.4. Recent Developments
    • 8.8.6. Insilico Medicine
      • 8.8.6.1. Participant's Overview
      • 8.8.6.2. Financial Performance
      • 8.8.6.3. Product Benchmarking
      • 8.8.6.4. Recent Developments
    • 8.8.7. Microsoft
      • 8.8.7.1. Participant's Overview
      • 8.8.7.2. Financial Performance
      • 8.8.7.3. Product Benchmarking
      • 8.8.7.4. Recent Developments
    • 8.8.8. NVIDIA Corporation
      • 8.8.8.1. Participant's Overview
      • 8.8.8.2. Financial Performance
      • 8.8.8.3. Product Benchmarking
      • 8.8.8.4. Recent Developments
    • 8.8.9. Siemens
      • 8.8.9.1. Participant's Overview
      • 8.8.9.2. Financial Performance
      • 8.8.9.3. Product Benchmarking
      • 8.8.9.4. Recent Developments
    • 8.8.10. SLB
      • 8.8.10.1. Participant's Overview
      • 8.8.10.2. Financial Performance
      • 8.8.10.3. Product Benchmarking
      • 8.8.10.4. Recent Developments