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世界のスマートファクトリーの市場規模調査:ソリューション別、コンポーネント別、業界別、地域別(2020年~2027年)

Global Smart Factory market Size study, by Solution, Component, Industry and Regional Forecasts 2020-2027

出版日: | 発行: Bizwit Research & Consulting LLP | ページ情報: 英文 | 納期: 2-3営業日

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=105.15円
世界のスマートファクトリーの市場規模調査:ソリューション別、コンポーネント別、業界別、地域別(2020年~2027年)
出版日: 2020年10月20日
発行: Bizwit Research & Consulting LLP
ページ情報: 英文
納期: 2-3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のスマートファクトリーの市場規模は2019年に約1,537億米ドルであり、2020年から2027年の予測期間にわたって9.76%を超える成長率で成長すると予想されています。スマートファクトリーは、サイバーフィジカル構造を備えた自動化プラントであり、工場のフロア内で商品をすばやく移動できます。この高度なデバイスには、自動化ソリューションを提供するコンピューティングコードが組み込まれています。この自動化は、生産施設を通る材料の流れを合理化および監視します。市場は、産業用IoT(IIoT)、ビジネス革命、エネルギー管理の重要性、リソース使用率、コスト削減、産業用ロボットの需要の高まり、リアルタイムデータ分析の増加、可視性の向上、予知保全によって推進されています。ただし、サイバーフィジカルデバイスのセキュリティに関連する多額の設備投資とリスクの要件は、2020年から2027年の予測期間にわたる市場の成長を妨げます。

当レポートでは、スマートファクトリ市場を調査し、市場概要、市場の成長要因および阻害要因の分析、ソリューション別、コンポーネント別、業界別、地域別の市場規模の推移と予測、競合情勢、主要企業のプロファイル、市場機会など、包括的な情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 世界のスマートファクトリー市場の定義と範囲

第3章 世界のスマートファクトリー市場力学

  • スマートファクトリー市場の影響分析

第4章 世界のスマートファクトリー市場:業界分析

  • ポーターの5フォースモデル
  • PEST分析
  • 投資採用モデル
  • アナリストの推奨事項と結論

第5章 世界のスマートファクトリー市場:コンポーネント別

  • 市場スナップショット
  • 世界のスマートファクトリー市場-潜在的な分析
  • 世界のスマートファクトリー市場:見積もりと予測
  • スマートファクトリー市場:サブセグメント分析
    • 産業用ロボット
    • マシンビジョン
    • センサー
    • 産業用3D印刷

第6章 世界のスマートファクトリー市場:ソリューション別

  • 市場スナップショット
  • 世界のスマートファクトリー市場-潜在的な分析
  • 世界のスマートファクトリー市場:見積もりと予測
  • スマートファクトリー市場:サブセグメント分析
    • SCADA(監視制御およびデータ取得)
    • PLC(プログラマブルロジックコントローラー)
    • DCS(分散制御システム)
    • MES(製造実行システム)
    • PLM(製品ライフサイクル管理)
    • ERP(エンタープライズリソースプランニング)
    • HMI(ヒューマンマシンインターフェース)
    • PAM(プラント資産管理)

第7章 世界のスマートファクトリー市場:業界別

  • 市場スナップショット
  • 世界のスマートファクトリー市場-潜在的な分析
  • 世界のスマートファクトリー市場:見積もりと予測
  • スマートファクトリー市場:サブセグメント分析
    • プロセス産業
    • ディスクリート産業

第8章 世界のスマートファクトリー市場:地域別分析

  • 地域市場のスナップショット
  • 北米
    • 米国
    • カナダ
  • 欧州スナップショット
    • 英国
    • ドイツ
    • フランス
    • スペイン
    • イタリア
    • その他欧州
  • アジア太平洋のスナップショット
    • 中国
    • インド
    • 日本
    • オーストラリア
    • 韓国
    • その他アジア太平洋地域
  • ラテンアメリカスナップショット
    • ブラジル
    • メキシコ
  • その他の地域

第9章 競合情報

  • トップ市場戦略
  • 企業プロファイル
    • ABB
    • Siemens AG
    • General Electric
    • Rockwell Automation
    • Schneider Electric
    • Honeywell International
    • FANUC
    • Mitsubishi Electric
    • Emerson Electric
    • Yokogawa Electric

第10章 調査プロセス

図表

LIST OF TABLES

  • TABLE 1. GLOBAL SMART FACTORY MARKET, REPORT SCOPE
  • TABLE 2. GLOBAL SMART FACTORY MARKET ESTIMATES & FORECASTS BY REGION 2017-2027 (USD BILLION)
  • TABLE 3. GLOBAL SMART FACTORY MARKET ESTIMATES & FORECASTS BY PRODUCT TYPE 2017-2027 (USD BILLION)
  • TABLE 4. GLOBAL SMART FACTORY MARKET ESTIMATES & FORECASTS BY PRODUCT DESIGN 2017-2027 (USD BILLION)
  • TABLE 5. GLOBAL SMART FACTORY MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 6. GLOBAL SMART FACTORY MARKET BY REGION, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 7. GLOBAL SMART FACTORY MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 8. GLOBAL SMART FACTORY MARKET BY REGION, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 9. GLOBAL SMART FACTORY MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 10. GLOBAL SMART FACTORY MARKET BY REGION, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 11. GLOBAL SMART FACTORY MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 12. GLOBAL SMART FACTORY MARKET BY REGION, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 13. GLOBAL SMART FACTORY MARKET BY SEGMENT, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 14. GLOBAL SMART FACTORY MARKET BY REGION, ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 15. U.S. SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 16. U.S. SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 17. U.S. SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 18. CANADA SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 19. CANADA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 20. CANADA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 21. UK SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 22. UK SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 23. UK SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 24. GERMANY SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 25. GERMANY SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 26. GERMANY SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 27. ROE SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 28. ROE SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 29. ROE SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 30. CHINA SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 31. CHINA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 32. CHINA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 33. INDIA SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 34. INDIA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 35. INDIA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 36. JAPAN SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 37. JAPAN SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 38. JAPAN SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 39. ROAPAC SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 40. ROAPAC SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 41. ROAPAC SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 42. BRAZIL SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 43. BRAZIL SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 44. BRAZIL SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 45. MEXICO SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 46. MEXICO SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 47. MEXICO SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 48. ROLA SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 49. ROLA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 50. ROLA SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 51. ROW SMART FACTORY MARKET ESTIMATES & FORECASTS, 2017-2027 (USD BILLION)
  • TABLE 52. ROW SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 53. ROW SMART FACTORY MARKET ESTIMATES & FORECASTS BY SEGMENT 2017-2027 (USD BILLION)
  • TABLE 54. LIST OF SECONDARY SOURCES, USED IN THE STUDY OF GLOBAL SMART FACTORY MARKET
  • TABLE 55. LIST OF PRIMARY SOURCES, USED IN THE STUDY OF GLOBAL SMART FACTORY MARKET
  • TABLE 56. YEARS CONSIDERED FOR THE STUDY
  • TABLE 57. EXCHANGE RATES CONSIDERED

LIST OF FIGURES

  • FIG 1. GLOBAL SMART FACTORY MARKET, RESEARCH METHODOLOGY
  • FIG 2. GLOBAL SMART FACTORY MARKET, MARKET ESTIMATION TECHNIQUES
  • FIG 3. GLOBAL MARKET SIZE ESTIMATES & FORECAST METHODS
  • FIG 4. GLOBAL SMART FACTORY MARKET, KEY TRENDS 2019
  • FIG 5. GLOBAL SMART FACTORY MARKET, GROWTH PROSPECTS 2020-2027
  • FIG 6. GLOBAL SMART FACTORY MARKET, PORTERS 5 FORCE MODEL
  • FIG 7. GLOBAL SMART FACTORY MARKET, PEST ANALYSIS
  • FIG 8. GLOBAL SMART FACTORY MARKET, VALUE CHAIN ANALYSIS
  • FIG 9. GLOBAL SMART FACTORY MARKET BY SEGMENT, 2017 & 2027 (USD BILLION)
  • FIG 10. GLOBAL SMART FACTORY MARKET BY SEGMENT, 2017 & 2027 (USD BILLION)
  • FIG 11. GLOBAL SMART FACTORY MARKET BY SEGMENT, 2017 & 2027 (USD BILLION)
  • FIG 12. GLOBAL SMART FACTORY MARKET BY SEGMENT, 2017 & 2027 (USD BILLION)
  • FIG 13. GLOBAL SMART FACTORY MARKET BY SEGMENT, 2017 & 2027 (USD BILLION)
  • FIG 14. GLOBAL SMART FACTORY MARKET, REGIONAL SNAPSHOT 2017 & 2027
  • FIG 15. NORTH AMERICA SMART FACTORY MARKET 2017 & 2027 (USD BILLION)
  • FIG 16. EUROPE SMART FACTORY MARKET 2017 & 2027 (USD BILLION)
  • FIG 17. ASIA PACIFIC SMART FACTORY MARKET 2017 & 2027 (USD BILLION)
  • FIG 18. LATIN AMERICA SMART FACTORY MARKET 2017 & 2027 (USD BILLION)
  • FIG 19. GLOBAL SMART FACTORY MARKET, COMPANY MARKET SHARE ANALYSIS (2019)
目次

Title:
Global Smart Factory market Size study, by Solution (DCS, PLC, MES, ERP, SCADA, PAM, HMI, PLM), Component (Sensors, Industrial Robots, Machine Vision Systems, Industrial 3D Printing), Industry (Process Industries, Discrete Industries) and Regional Forecasts 2020-2027.

Global Smart Factory market is valued approximately USD 153.7 billion in 2019 and is anticipated to grow with a healthy growth rate of more than 9.76 % over the forecast period 2020-2027. The smart factory is an automated plant with cyber-physical structures that can quickly transfer goods around the factory floor. The smart factory is an automated plant with cyber-physical structures that can quickly transfer goods around the factory floor. This advanced device has built-in computing codes that provide a solution for automation This advanced device has built-in computing codes that provide a solution for automation. This automation can be implemented within 60 days to streamline and monitor the flow of materials through the production facility. Smart Factory offers fast usage data models and factory-specific & MES(Manufacturing Execution System) templates. The market is driven by Industrial IoT (IIoT), business revolution, energy management significance, resource utilization, and cost reduction, rising demand for industrial robots, increasing real-time data analysis, enhanced visibility, and predictive maintenance. The key players of global Smart factory market have adopted various strategies to gain competitive advantage including product launch, mergers and acquisition, partnerships and agreements, investment, funding and others. For instance, In May 2018, in collaboration with Temasek, Schneider Electric reached an agreement to acquire the Electrical & Automation business of Larsen & Toubro and merge it with its Low Voltage & Industrial Automation Products business in India. However, Requirement of a large amount of capital investment and risk associated with cyber-physical device security impedes the growth of the market over the forecast period of 2020-2027.

The regional analysis of global Smart Factory market is considered for the key regions such as Asia Pacific, North America, Europe, Latin America and Rest of the World. North America is the leading/significant region across the world in terms of Increasing Real-Time Data Analysis, Enhanced Visibility, and Predictive Maintenance. Whereas, Asia-Pacific is also anticipated to exhibit highest growth rate / CAGR over the forecast period 2020-2027. Factors such as Industrial IoT (IIoT), business revolution, energy management significance, resource utilization, and cost reduction: rising demand for industrial robots, would create lucrative growth prospects for the Smart Factory market across Asia-Pacific region.

Major market player included in this report are:

Siemens AG

General Electric

ABB

Rockwell Automation

Schneider Electric

Honeywell International

FANUC

Mitsubishi Electric

Emerson Electric

Yokogawa Electric

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Component:

Industrial Robots

Machine Vision

Sensors

Industrial 3D Printing

By Solution:

SCADA (Supervisory Control and Data Acquisition)

PLC (Programmable Logic Controller)

DCS (Distributed Control System)

MES (Manufacturing Execution System)

PLM (Product Life Cycle Management)

ERP (Enterprise Resource Planning)

HMI (Human-Machine Interface)

PAM (Plant Asset Management)

By Industry:

Process Industries

Discrete Industries

By Region:

North America

U.S.

Canada

Europe

UK

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Rest of the World

Furthermore, years considered for the study are as follows:

Historical year - 2017, 2018

Base year - 2019

Forecast period - 2020 to 2027

Target Audience of the Global Smart Factory market in Market Study:

Key Consulting Companies & Advisors

Large, medium-sized, and small enterprises

Venture capitalists

Value-Added Resellers (VARs)

Third-party knowledge providers

Investment bankers

Investors

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2018-2027 (USD Billion)
    • 1.2.1. X-Band Radar Market, by Region, 2018-2027 (USD Billion)
    • 1.2.2. Smart Factory market, by Component, 2018-2027 (USD Billion)
    • 1.2.3. Smart Factory market, by Solution, 2018-2027 (USD Billion)
    • 1.2.4. Smart Factory market, by Industry, 2018-2027 (USD Billion)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global Smart Factory market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Scope of the Study
    • 2.2.2. Industry Evolution
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global Smart Factory market Dynamics

  • 3.1. Smart Factory market Impact Analysis (2018-2027)
    • 3.1.1. Market Drivers
    • 3.1.2. Market Challenges
    • 3.1.3. Market Opportunities

Chapter 4. Global Smart Factory market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
    • 4.1.6. Futuristic Approach to Porter's 5 Force Model (2017-2027)
  • 4.2. PEST Analysis
    • 4.2.1. Political
    • 4.2.2. Economical
    • 4.2.3. Social
    • 4.2.4. Technological
  • 4.3. Investment Adoption Model
  • 4.4. Analyst Recommendation & Conclusion

Chapter 5. Global Smart Factory market, by Component

  • 5.1. Market Snapshot
  • 5.2. Global Smart Factory market by Component, Performance - Potential Analysis
  • 5.3. Global Smart Factory market Estimates & Forecasts by Component 2017-2027 (USD Billion)
  • 5.4. Smart Factory market, Sub Segment Analysis
    • 5.4.1. Industrial Robots
    • 5.4.2. Machine Vision
    • 5.4.3. Sensors
    • 5.4.4. Industrial 3D Printing

Chapter 6. Global Smart Factory market, by Solution

  • 6.1. Market Snapshot
  • 6.2. Global Smart Factory market by Solution, Performance - Potential Analysis
  • 6.3. Global Smart Factory market Estimates & Forecasts by Solution 2017-2027 (USD Billion)
  • 6.4. Smart Factory market, Sub Segment Analysis
    • 6.4.1. SCADA (Supervisory Control and Data Acquisition)
    • 6.4.2. PLC (Programmable Logic Controller)
    • 6.4.3. DCS(Distributed Control System)
    • 6.4.4. MES(Manufacturing Execution System)
    • 6.4.5. PLM(Product Life Cycle Management)
    • 6.4.6. ERP (Enterprise Resource Planning)
    • 6.4.7. HMI (Human-Machine Interface)
    • 6.4.8. PAM (Plant Asset Management)

Chapter 7. Global Smart Factory market, by Industry

  • 7.1. Market Snapshot
  • 7.2. Global Smart Factory market by Industry, Performance - Potential Analysis
  • 7.3. Global Smart Factory market Estimates & Forecasts by Industry 2017-2027 (USD Billion)
  • 7.4. Smart Factory market, Sub Segment Analysis
    • 7.4.1. Process Industries
    • 7.4.2. Discrete Industries

Chapter 8. Global Smart Factory market, Regional Analysis

  • 8.1. Smart Factory market, Regional Market Snapshot
  • 8.2. North America Smart Factory market
    • 8.2.1. U.S. Smart Factory market
      • 8.2.1.1. Component breakdown estimates & forecasts, 2017-2027
      • 8.2.1.2. Solution breakdown estimates & forecasts, 2017-2027
      • 8.2.1.3. Industry breakdown estimates & forecasts, 2017-2027
    • 8.2.2. Canada Smart Factory market
  • 8.3. Europe Smart Factory market Snapshot
    • 8.3.1. U.K. Smart Factory market
    • 8.3.2. Germany Smart Factory market
    • 8.3.3. France Smart Factory market
    • 8.3.4. Spain Smart Factory market
    • 8.3.5. Italy Smart Factory market
    • 8.3.6. Rest of Europe Smart Factory market
  • 8.4. Asia-Pacific Smart Factory market Snapshot
    • 8.4.1. China Smart Factory market
    • 8.4.2. India Smart Factory market
    • 8.4.3. Japan Smart Factory market
    • 8.4.4. Australia Smart Factory market
    • 8.4.5. South Korea Smart Factory market
    • 8.4.6. Rest of Asia Pacific Smart Factory market
  • 8.5. Latin America Smart Factory market Snapshot
    • 8.5.1. Brazil Smart Factory market
    • 8.5.2. Mexico Smart Factory market
  • 8.6. Rest of The World Smart Factory market

Chapter 9. Competitive Intelligence

  • 9.1. Top Market Strategies
  • 9.2. Company Profiles
    • 9.2.1. ABB
      • 9.2.1.1. Key Information
      • 9.2.1.2. Overview
      • 9.2.1.3. Financial (Subject to Data Availability)
      • 9.2.1.4. Product Summary
      • 9.2.1.5. Recent Developments
    • 9.2.2. Siemens AG
    • 9.2.3. General Electric
    • 9.2.4. Rockwell Automation
    • 9.2.5. Schneider Electric
    • 9.2.6. Honeywell International
    • 9.2.7. FANUC
    • 9.2.8. Mitsubishi Electric
    • 9.2.9. Emerson Electric
    • 9.2.10. Yokogawa Electric

Chapter 10. Research Process

  • 10.1. Research Process
    • 10.1.1. Data Mining
    • 10.1.2. Analysis
    • 10.1.3. Market Estimation
    • 10.1.4. Validation
    • 10.1.5. Publishing
  • 10.2. Research Attributes
  • 10.3. Research Assumption
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