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Big Data in Manufacturing: Market Analysis, Case Studies, and Forecasts 2014 - 2019

Mind Commerce Publishing
Published Date » 2014-01-31
No. Of Pages » 52
 The manufacturing industry account for a significant share of GDP globally and represents a large ecosystem. The competition in manufacturing sector worldwide forces companies to get smarter through in-depth real time analysis of large datasets produced internally and externally for deep insight and quick decision making. 
   
 Big Data refers to a massive volume of structured, unstructured and semi-structured data that is so large and difficult to process using traditional computer, database and software techniques. 
   
 This report evaluates the potential for Big data in manufacturing including analysis of important industry attributes, key players and solutions, and case studies. The report also provides a market outlook and forecasts for 2014 to 2019 for big data....
Table of Contents:
 
1.0 INTRODUCTION 5
1.1 EXECUTIVE SUMMARY 5
1.2 TOPICS COVERED 5
1.3 KEY FINDINGS 5
1.4 TARGET AUDIENCE 6
1.5 COMPANIES MENTIONED 6

2.0 INTRODUCTION 8
2.1 DEFINING BIG DATA 8
2.2 KEY CHARACTERISTICS OF BIG DATA 8
2.2.1 VOLUME 8
2.2.2 VARIETY 9
2.2.3 VELOCITY 9
2.2.4 VERACITY 9
2.2.5 VALUE 9
2.3 BIG DATA CATEGORIES 9
2.3.1 DATA STRUCTURE 9
2.3.2 DATA STATUS 10
2.4 BIG DATA TECHNOLOGIES 10
2.4.1 SENSORS 11
2.4.2 NETWORKS CONNECTION 11
2.4.3 DATA STORAGE 11
2.4.4 ADVANCED COMPUTING SYSTEMS 11
2.4.5 DATA ANALYSIS ALGORITHMS 12
2.5 MANUFACTURING OVERVIEW 12
2.6 VALUE CHAIN AND CHALLENGES OF MANUFACTURING 13
2.7 MARKET DRIVERS AND BARRIERS FOR BIG DATA APPLICATIONS IN MANUFACTURING 15
2.8 PERFORMANCE MEASUREMENT 16
2.9 APPLICATIONS & PROCESSES IN MANUFACTURING 17
2.9.1 MRP 18
2.9.2 SCM 18
2.9.3 CRM 19
2.9.4 PLM 20
2.9.5 APS 21
2.9.6 ECC 21
2.9.7 TMS 21
2.9.8 BPM 21
2.9.9 ERP 21
2.9.10 SIX SIGMA 22
2.9.11 JIT 22
2.9.12 L2C 23

3.0 CURRENT STATE OF MANUFACTURING 24
3.1 REALIZING BUSINESS VALUE 24
3.2 BALANCING HUMAN CAPITAL AND MACHINE ASSETS 25
3.3 BUSINESS DRIVERS FOR BIG DATA IN MANUFACTURING 25

4.0 ANALYSIS OF KEY PLAYERS WITHIN VERTICAL CHAIN 31
4.1 VERTICAL CHAIN 31
4.1.1 END USER - MANUFACTURER 31
4.1.2 DATA ACQUISITION & PROVISIONING 32
4.1.3 DATA WAREHOUSING AND BUSINESS INTELLIGENCE & DATA GOVERNANCE 32
4.1.4 ANALYTICS AND VIRTUALIZATION 32
4.1.5 ACTION AND BUSINESS PROCESS MANAGEMENT 33
4.1.6 SYSTEM INTEGRATOR 33
4.2 KEY PLAYERS 33
4.2.1 MANUFACTURERS 33
4.2.2 RFID SUPPLIERS 34
4.2.3 SENSOR SUPPLIERS 34
4.2.4 BIG DATA ANALYTICS APPLICATION PROVIDERS 35
4.2.5 BIG DATA SYSTEM INTEGRATORS 36

5.0 BIG DATA IN MANUFACTURING MARKET ANALYSIS 2014-2019 38
5.1 BIG DATA GENERATION FORECAST IN MANUFACTURING 38
5.2 BIG DATA INVESTMENT TRENDS IN MANUFACTURING 38
5.3 BIG DATA REVENUE FORECAST IN MANUFACTURING 39
5.4 MANUFACTURING INDUSTRY ANALYSIS 41
5.4.1 ELECTRONICS MANUFACTURING 42
5.4.2 AUTOMOBILE MANUFACTURING 43
5.4.3 AEROSPACE AND DEFENSE MANUFACTURING 43
5.4.4 CHEMICAL & PHARMACEUTICAL MANUFACTURING 43
5.4.5 METALWORKING MANUFACTURING 44
5.4.6 FOOD AND BEVERAGE MANUFACTURING 44
5.4.7 CLOTHING AND TEXTILE MANUFACTURING 45
5.4.8 ENERGY MANUFACTURING 45
5.4.9 PULP AND PAPER MANUFACTURING 45
5.4.10 MACHINERY MANUFACTURING 46
5.4.11 FURNITURE MANUFACTURING 46
5.4.12 OTHER MANUFACTURING 46

6.0 CASE STUDIES 47
6.1 BIG DATA IN FORD MOTOR 47
6.2 COCA COLA'S OPERATIONAL IMPROVEMENTS DRIVEN BY BIG DATA 48
6.3 BIG DATA IN GLOBAL AEROSPACE MANUFACTURER 48
6.4 ESTEE LAUDER AND DATA VISUALIZATION 49
6.5 CISCO IDENTIFIES ANOTHER USE FOR BIG DATA 50

7.0 CONCLUSIONS AND RECOMMENDATIONS 51
7.1 RECOMMENDATIONS TO MANUFACTURERS 51
7.2 RECOMMENDATIONS TO BIG DATA SUPPLIERS 51

List of Tables


Table 1: Top 8 Countries' Value-added in Manufacturing in GDP 2008-2012 12

List of Figures


Figure 1: Samsung Internal Value Chain 14
Figure 2: Measurement Pyramid 16
Figure 3: United States Manufacturing 24
Figure 4: Areas of Greatest Benefit for Manufacturing Operations 31
Figure 5: Big Data Generation Forecast 2014-2019 38
Figure 6: Big Data Market Revenue Forecast 2014-2019 40
Figure 7: Market Share of Big Data in Manufacturing Forecast 2014-2019 40
Figure 8: Big Data Revenue by Type in Manufacturing Forecast 2014-2019 41
Figure 9: Market Share by Manufacturing Industries in 2019 42

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