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市場調查報告書
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1575088

化學領域人工智慧市場規模、佔有率和趨勢分析報告：按類型、按應用、按最終用途、按地區和細分市場預測，2024-2030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
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10個工作天內

價格

化工領域AI市場規模及趨勢：

預計2023年全球化學領域人工智慧市場規模為9.43億美元，預估2024年至2030年複合年成長率為27.8%。

隨著產業擴大採用先進技術來提高效率和創新，市場正在經歷顯著成長。關鍵促進因素之一是最佳化整個化學品生產過程的需求。整合人工智慧演算法可簡化業務、減少廢棄物並提高能源效率。這種轉變在基礎化學品和石化產品中尤其明顯，人工智慧正在提高生產精度和成本效率。人工智慧分析大資料集和預測結果的能力正在將傳統的化學製造轉變為更敏捷且響應更快的流程。隨著公司面臨日益嚴格的環境法規，人工智慧正在透過最佳化資源利用和最大限度地減少排放來幫助他們實現永續性目標。對人工智慧驅動的生產最佳化的關注凸顯了旨在保持競爭力和卓越營運的技術採用的更廣泛趨勢。

研究人員和化學公司正在利用人工智慧加速開發具有理想性能的新材料。機器學習模型可以分析從實驗和模擬中獲得的複雜資料，顯著加快研發速度。這種能力在需要大量客製化解決方案的特種化學品中尤其有價值。人工智慧主導的發現工具不僅減少了將新材料推向市場所需的時間，而且還提高了材料性能預測的準確性。開發新材料的重點是加大對人工智慧技術的投入。企業正在利用資料和運算能力來獲得競爭優勢。隨著化學工業適應不斷變化的市場需求，人工智慧 (AI) 對於創造創新材料變得至關重要。

人工智慧在定價和市場策略中的應用是另一個值得關注的成長領域。人工智慧工具用於開發動態定價模型，以響應即時市場狀況、需求波動和競爭壓力。這種方法使化學公司能夠最佳化其定價策略並提高盈利和市場定位。此外，人工智慧還有助於更準確地預測原料需求，這對於維持供應鏈效率至關重要。預測市場趨勢並相應調整定價的能力提供了顯著的競爭優勢。隨著企業努力駕馭複雜多變的市場，人工智慧在價格最佳化和需求預測方面的能力被證明至關重要。這一趨勢顯示資料在化學工業決策中的使用越來越多。快速變化的全球市場凸顯了對敏捷性和準確性的需求。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第3章 化學領域AI市場的變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 化工領域的AI市場分析工具
    • 波特的分析
    • PESTEL分析

第4章 化工領域人工智慧市場：類型估算與趨勢分析

  • 細分儀表板
  • 化學領域的人工智慧市場：類型變化分析，2023年和2030年
  • 硬體
  • 軟體
  • 服務

第5章 化工領域人工智慧市場：應用預估及趨勢分析

  • 細分儀表板
  • 化學領域的人工智慧市場：2023年和2030年應用變化分析
  • 生產最佳化
  • 新材料創新
  • 營運流程管理
  • 價格最佳化
  • 原料需求預測
  • 其他

第6章 化工領域人工智慧市場：最終用途估算與趨勢分析

  • 細分儀表板
  • 化學領域的人工智慧市場：最終用途變化分析，2023 年和 2030 年
  • 基礎化學品/石化產品
  • 農藥
  • 特種化學品

第7章 化工領域人工智慧市場：區域估算與趨勢分析

  • 2023 年和 2030 年按地區分類的化學領域 AI 市場佔有率（百萬美元）
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第8章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 財務表現
  • 類型基準
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介 / 上市公司
    • Accenture
    • BASF
    • Google LLC
    • Honeywell International Inc.
    • IBM Corporation
    • Insilico Medicine
    • Microsoft
    • NVIDIA Corporation
    • Siemens
    • SLB
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

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