This report elaborates the market size, market characteristics, and market growth of the Predictive Maintenance (PdM) industry, and breaks down according to the type, application, and consumption area of Predictive Maintenance (PdM). The report also conducted a PESTEL analysis of the industry to study the main influencing factors and entry barriers of the industry.

In Chapter 3.4 of the report, the impact of the COVID-19 outbreak on the industry was fully assessed. Fully risk assessment and industry recommendations were made for Predictive Maintenance (PdM) in a special period. This chapter also compares the markets of Pre COVID-19 and Post COVID-19.

In addition, chapters 8-12 consider the impact of COVID-19 on the regional economy.

Key players in the global Predictive Maintenance (PdM) market covered in Chapter 13:

Augury

ABB Limited

Schneider Electric

GE Digital

SAS Institute, Inc.

Robert Bosch GmbH

Emerson Electric Co.

Operational Excellence (OPEX) Group Ltd

Siemens AG

T-Systems International GmbH

SAP SE

C3 IoT

Asystom

PTC, Inc.

Sigma Industrial Precision

Rapidminer

SparkCognition

Thales Group

Rockwell Automation, Inc.

In Chapter 6, on the basis of types, the Predictive Maintenance (PdM) market from 2015 to 2025 is primarily split into:

Hardware

Solution

Services

In Chapter 7, on the basis of applications, the Predictive Maintenance (PdM) market from 2015 to 2025 covers:

Manufacturing

Energy & Utilities

Healthcare

Automotive

Aerospace and Defense

Transportation

Geographically, the detailed analysis of production, trade of the following countries is covered in Chapter 4.2, 5:

United States

Europe

China

Japan

India

Geographically, the detailed analysis of consumption, revenue, market share and growth rate of the following regions are covered in Chapter 8, 9, 10, 11, 12:

North America (Covered in Chapter 8)

United States

Canada

Mexico

Europe (Covered in Chapter 9)

Germany

UK

France

Italy

Spain

Others

Asia-Pacific (Covered in Chapter 10)

China

Japan

India

South Korea

Southeast Asia

Others

Middle East and Africa (Covered in Chapter 11)

Saudi Arabia

UAE

South Africa

Others

South America (Covered in Chapter 12)

Brazil

Others

Years considered for this report:

Historical Years: 2015-2019

Base Year: 2019

Estimated Year: 2020

Forecast Period: 2020-2025

Table of Content

1 Predictive Maintenance (PdM) Market - Research Scope

1.1 Study Goals

1.2 Market Definition and Scope

1.3 Key Market Segments

1.4 Study and Forecasting Years

2 Predictive Maintenance (PdM) Market - Research Methodology

2.1 Methodology

2.2 Research Data Source

2.2.1 Secondary Data

2.2.2 Primary Data

2.2.3 Market Size Estimation

2.2.4 Legal Disclaimer

3 Predictive Maintenance (PdM) Market Forces

3.1 Global Predictive Maintenance (PdM) Market Size

3.2 Top Impacting Factors (PESTEL Analysis)

3.2.1 Political Factors

3.2.2 Economic Factors

3.2.3 Social Factors

3.2.4 Technological Factors

3.2.5 Environmental Factors

3.2.6 Legal Factors

3.3 Industry Trend Analysis

3.4 Industry Trends Under COVID-19

3.4.1 Risk Assessment on COVID-19

3.4.2 Assessment of the Overall Impact of COVID-19 on the Industry

3.4.3 Pre COVID-19 and Post COVID-19 Market Scenario

3.5 Industry Risk Assessment

4 Predictive Maintenance (PdM) Market - By Geography

4.1 Global Predictive Maintenance (PdM) Market Value and Market Share by Regions

4.1.1 Global Predictive Maintenance (PdM) Value ($) by Region (2015-2020)

4.1.2 Global Predictive Maintenance (PdM) Value Market Share by Regions (2015-2020)

4.2 Global Predictive Maintenance (PdM) Market Production and Market Share by Major Countries

4.2.1 Global Predictive Maintenance (PdM) Production by Major Countries (2015-2020)

4.2.2 Global Predictive Maintenance (PdM) Production Market Share by Major Countries (2015-2020)

4.3 Global Predictive Maintenance (PdM) Market Consumption and Market Share by Regions

4.3.1 Global Predictive Maintenance (PdM) Consumption by Regions (2015-2020)

4.3.2 Global Predictive Maintenance (PdM) Consumption Market Share by Regions (2015-2020)

5 Predictive Maintenance (PdM) Market - By Trade Statistics

5.1 Global Predictive Maintenance (PdM) Export and Import

5.2 United States Predictive Maintenance (PdM) Export and Import (2015-2020)

5.3 Europe Predictive Maintenance (PdM) Export and Import (2015-2020)

5.4 China Predictive Maintenance (PdM) Export and Import (2015-2020)

5.5 Japan Predictive Maintenance (PdM) Export and Import (2015-2020)

5.6 India Predictive Maintenance (PdM) Export and Import (2015-2020)

5.7

6 Predictive Maintenance (PdM) Market - By Type

6.1 Global Predictive Maintenance (PdM) Production and Market Share by Types (2015-2020)

6.1.1 Global Predictive Maintenance (PdM) Production by Types (2015-2020)

6.1.2 Global Predictive Maintenance (PdM) Production Market Share by Types (2015-2020)

6.2 Global Predictive Maintenance (PdM) Value and Market Share by Types (2015-2020)

6.2.1 Global Predictive Maintenance (PdM) Value by Types (2015-2020)

6.2.2 Global Predictive Maintenance (PdM) Value Market Share by Types (2015-2020)

6.3 Global Predictive Maintenance (PdM) Production, Price and Growth Rate of Hardware (2015-2020)

6.4 Global Predictive Maintenance (PdM) Production, Price and Growth Rate of Solution (2015-2020)

6.5 Global Predictive Maintenance (PdM) Production, Price and Growth Rate of Services (2015-2020)

7 Predictive Maintenance (PdM) Market - By Application

7.1 Global Predictive Maintenance (PdM) Consumption and Market Share by Applications (2015-2020)

7.1.1 Global Predictive Maintenance (PdM) Consumption by Applications (2015-2020)

7.1.2 Global Predictive Maintenance (PdM) Consumption Market Share by Applications (2015-2020)

7.2 Global Predictive Maintenance (PdM) Consumption and Growth Rate of Manufacturing (2015-2020)

7.3 Global Predictive Maintenance (PdM) Consumption and Growth Rate of Energy & Utilities (2015-2020)

7.4 Global Predictive Maintenance (PdM) Consumption and Growth Rate of Healthcare (2015-2020)

7.5 Global Predictive Maintenance (PdM) Consumption and Growth Rate of Automotive (2015-2020)

7.6 Global Predictive Maintenance (PdM) Consumption and Growth Rate of Aerospace and Defense (2015-2020)

7.7 Global Predictive Maintenance (PdM) Consumption and Growth Rate of Transportation (2015-2020)

8 North America Predictive Maintenance (PdM) Market

8.1 North America Predictive Maintenance (PdM) Market Size

8.2 United States Predictive Maintenance (PdM) Market Size

8.3 Canada Predictive Maintenance (PdM) Market Size

8.4 Mexico Predictive Maintenance (PdM) Market Size

8.5 The Influence of COVID-19 on North America Market

9 Europe Predictive Maintenance (PdM) Market Analysis

9.1 Europe Predictive Maintenance (PdM) Market Size

9.2 Germany Predictive Maintenance (PdM) Market Size

9.3 United Kingdom Predictive Maintenance (PdM) Market Size

9.4 France Predictive Maintenance (PdM) Market Size

9.5 Italy Predictive Maintenance (PdM) Market Size

9.6 Spain Predictive Maintenance (PdM) Market Size

9.7 The Influence of COVID-19 on Europe Market

10 Asia-Pacific Predictive Maintenance (PdM) Market Analysis

10.1 Asia-Pacific Predictive Maintenance (PdM) Market Size

10.2 China Predictive Maintenance (PdM) Market Size

10.3 Japan Predictive Maintenance (PdM) Market Size

10.4 South Korea Predictive Maintenance (PdM) Market Size

10.5 Southeast Asia Predictive Maintenance (PdM) Market Size

10.6 India Predictive Maintenance (PdM) Market Size

10.7 The Influence of COVID-19 on Asia Pacific Market

11 Middle East and Africa Predictive Maintenance (PdM) Market Analysis

11.1 Middle East and Africa Predictive Maintenance (PdM) Market Size

11.2 Saudi Arabia Predictive Maintenance (PdM) Market Size

11.3 UAE Predictive Maintenance (PdM) Market Size

11.4 South Africa Predictive Maintenance (PdM) Market Size

11.5 The Influence of COVID-19 on Middle East and Africa Market

12 South America Predictive Maintenance (PdM) Market Analysis

12.1 South America Predictive Maintenance (PdM) Market Size

12.2 Brazil Predictive Maintenance (PdM) Market Size

12.3 The Influence of COVID-19 on South America Market

13 Company Profiles

13.1 Augury

13.1.1 Augury Basic Information

13.1.2 Augury Product Profiles, Application and Specification

13.1.3 Augury Predictive Maintenance (PdM) Market Performance (2015-2020)

13.2 ABB Limited

13.2.1 ABB Limited Basic Information

13.2.2 ABB Limited Product Profiles, Application and Specification

13.2.3 ABB Limited Predictive Maintenance (PdM) Market Performance (2015-2020)

13.3 Schneider Electric

13.3.1 Schneider Electric Basic Information

13.3.2 Schneider Electric Product Profiles, Application and Specification

13.3.3 Schneider Electric Predictive Maintenance (PdM) Market Performance (2015-2020)

13.4 GE Digital

13.4.1 GE Digital Basic Information

13.4.2 GE Digital Product Profiles, Application and Specification

13.4.3 GE Digital Predictive Maintenance (PdM) Market Performance (2015-2020)

13.5 SAS Institute, Inc.

13.5.1 SAS Institute, Inc. Basic Information

13.5.2 SAS Institute, Inc. Product Profiles, Application and Specification

13.5.3 SAS Institute, Inc. Predictive Maintenance (PdM) Market Performance (2015-2020)

13.6 Robert Bosch GmbH

13.6.1 Robert Bosch GmbH Basic Information

13.6.2 Robert Bosch GmbH Product Profiles, Application and Specification

13.6.3 Robert Bosch GmbH Predictive Maintenance (PdM) Market Performance (2015-2020)

13.7 Emerson Electric Co.

13.7.1 Emerson Electric Co. Basic Information

13.7.2 Emerson Electric Co. Product Profiles, Application and Specification

13.7.3 Emerson Electric Co. Predictive Maintenance (PdM) Market Performance (2015-2020)

13.8 Operational Excellence (OPEX) Group Ltd

13.8.1 Operational Excellence (OPEX) Group Ltd Basic Information

13.8.2 Operational Excellence (OPEX) Group Ltd Product Profiles, Application and Specification

13.8.3 Operational Excellence (OPEX) Group Ltd Predictive Maintenance (PdM) Market Performance (2015-2020)

13.9 Siemens AG

13.9.1 Siemens AG Basic Information

13.9.2 Siemens AG Product Profiles, Application and Specification

13.9.3 Siemens AG Predictive Maintenance (PdM) Market Performance (2015-2020)

13.10 T-Systems International GmbH

13.10.1 T-Systems International GmbH Basic Information

13.10.2 T-Systems International GmbH Product Profiles, Application and Specification

13.10.3 T-Systems International GmbH Predictive Maintenance (PdM) Market Performance (2015-2020)

13.11 SAP SE

13.11.1 SAP SE Basic Information

13.11.2 SAP SE Product Profiles, Application and Specification

13.11.3 SAP SE Predictive Maintenance (PdM) Market Performance (2015-2020)

13.12 C3 IoT

13.12.1 C3 IoT Basic Information

13.12.2 C3 IoT Product Profiles, Application and Specification

13.12.3 C3 IoT Predictive Maintenance (PdM) Market Performance (2015-2020)

13.13 Asystom

13.13.1 Asystom Basic Information

13.13.2 Asystom Product Profiles, Application and Specification

13.13.3 Asystom Predictive Maintenance (PdM) Market Performance (2015-2020)

13.14 PTC, Inc.

13.14.1 PTC, Inc. Basic Information

13.14.2 PTC, Inc. Product Profiles, Application and Specification

13.14.3 PTC, Inc. Predictive Maintenance (PdM) Market Performance (2015-2020)

13.15 Sigma Industrial Precision

13.15.1 Sigma Industrial Precision Basic Information

13.15.2 Sigma Industrial Precision Product Profiles, Application and Specification

13.15.3 Sigma Industrial Precision Predictive Maintenance (PdM) Market Performance (2015-2020)

13.16 Rapidminer

13.16.1 Rapidminer Basic Information

13.16.2 Rapidminer Product Profiles, Application and Specification

13.16.3 Rapidminer Predictive Maintenance (PdM) Market Performance (2015-2020)

13.17 SparkCognition

13.17.1 SparkCognition Basic Information

13.17.2 SparkCognition Product Profiles, Application and Specification

13.17.3 SparkCognition Predictive Maintenance (PdM) Market Performance (2015-2020)

13.18 Thales Group

13.18.1 Thales Group Basic Information

13.18.2 Thales Group Product Profiles, Application and Specification

13.18.3 Thales Group Predictive Maintenance (PdM) Market Performance (2015-2020)

13.19 Rockwell Automation, Inc.

13.19.1 Rockwell Automation, Inc. Basic Information

13.19.2 Rockwell Automation, Inc. Product Profiles, Application and Specification

13.19.3 Rockwell Automation, Inc. Predictive Maintenance (PdM) Market Performance (2015-2020)

14 Market Forecast - By Regions

14.1 North America Predictive Maintenance (PdM) Market Forecast (2020-2025)

14.2 Europe Predictive Maintenance (PdM) Market Forecast (2020-2025)

14.3 Asia-Pacific Predictive Maintenance (PdM) Market Forecast (2020-2025)

14.4 Middle East and Africa Predictive Maintenance (PdM) Market Forecast (2020-2025)

14.5 South America Predictive Maintenance (PdM) Market Forecast (2020-2025)

15 Market Forecast - By Type and Applications

15.1 Global Predictive Maintenance (PdM) Market Forecast by Types (2020-2025)

15.1.1 Global Predictive Maintenance (PdM) Market Forecast Production and Market Share by Types (2020-2025)

15.1.2 Global Predictive Maintenance (PdM) Market Forecast Value and Market Share by Types (2020-2025)

15.2 Global Predictive Maintenance (PdM) Market Forecast by Applications (2020-2025)

List of Tables and Figures

Figure Predictive Maintenance (PdM) Picture

Table Predictive Maintenance (PdM) Key Market Segments

Figure Study and Forecasting Years

Figure Global Predictive Maintenance (PdM) Market Size and Growth Rate 2015-2025

Figure Industry PESTEL Analysis

Figure Global COVID-19 Status

Figure Market Size Forecast Comparison of Pre COVID-19 and Post COVID-19

Figure Global Predictive Maintenance (PdM) Value ($) and Growth Rate (2015-2020)

Table Global Predictive Maintenance (PdM) Value ($) by Countries (2015-2020)

Table Global Predictive Maintenance (PdM) Value Market Share by Regions (2015-2020)

Figure Global Predictive Maintenance (PdM) Value Market Share by Regions in 2019

Figure Global Predictive Maintenance (PdM) Production and Growth Rate (2015-2020)

Table Global Predictive Maintenance (PdM) Production by Major Countries (2015-2020)

Table Global Predictive Maintenance (PdM) Production Market Share by Major Countries (2015-2020)

Figure Global Predictive Maintenance (PdM) Production Market Share by Regions in 2019

Figure Global Predictive Maintenance (PdM) Consumption and Growth Rate (2015-2020)

Table Global Predictive Maintenance (PdM) Consumption by Regions (2015-2020)

Table Global Predictive Maintenance (PdM) Consumption Market Share by Regions (2015-2020)

Figure Global Predictive Maintenance (PdM) Consumption Market Share by Regions in 2019

Table Global Predictive Maintenance (PdM) Export Top 3 Country 2019

Table Global Predictive Maintenance (PdM) Import Top 3 Country 2019

Table United States Predictive Maintenance (PdM) Export and Import (2015-2020)

Table Europe Predictive Maintenance (PdM) Export and Import (2015-2020)

Table China Predictive Maintenance (PdM) Export and Import (2015-2020)

Table Japan Predictive Maintenance (PdM) Export and Import (2015-2020)

Table India Predictive Maintenance (PdM) Export and Import (2015-2020)

Table Global Predictive Maintenance (PdM) Production by Types (2015-2020)

Table Global Predictive Maintenance (PdM) Production Market Share by Types (2015-2020)

Figure Global Predictive Maintenance (PdM) Production Share by Type (2015-2020)

Table Global Predictive Maintenance (PdM) Value by Types (2015-2020)

Table Global Predictive Maintenance (PdM) Value Market Share by Types (2015-2020)

Figure Global Predictive Maintenance (PdM) Value Share by Type (2015-2020)

Figure Global Hardware Production and Growth Rate (2015-2020)

Figure Global Hardware Price (2015-2020)

Figure Global Solution Production and Growth Rate (2015-2020)

Figure Global Solution Price (2015-2020)

Figure Global Services Production and Growth Rate (2015-2020)

Figure Global Services Price (2015-2020)

Table Global Predictive Maintenance (PdM) Consumption by Applications (2015-2020)

Table Global Predictive Maintenance (PdM) Consumption Market Share by Applications (2015-2020)

Figure Global Predictive Maintenance (PdM) Consumption Share by Application (2015-2020)

Figure Global Manufacturing Consumption and Growth Rate (2015-2020)

Figure Global Energy & Utilities Consumption and Growth Rate (2015-2020)

Figure Global Healthcare Consumption and Growth Rate (2015-2020)

Figure Global Automotive Consumption and Growth Rate (2015-2020)

Figure Global Aerospace and Defense Consumption and Growth Rate (2015-2020)

Figure Global Transportation Consumption and Growth Rate (2015-2020)

Figure North America Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Table North America Predictive Maintenance (PdM) Consumption by Countries (2015-2020)

Table North America Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure North America Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure United States Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Canada Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Mexico Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure North America COVID-19 Status

Figure Europe Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Table Europe Predictive Maintenance (PdM) Consumption by Countries (2015-2020)

Table Europe Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure Europe Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure Germany Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure United Kingdom Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure France Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Italy Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Spain Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Europe COVID-19 Status

Figure Asia-Pacific Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Table Asia-Pacific Predictive Maintenance (PdM) Consumption by Countries (2015-2020)

Table Asia-Pacific Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure Asia-Pacific Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure China Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Japan Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure South Korea Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Southeast Asia Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure India Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure Asia Pacific COVID-19 Status

Figure Middle East and Africa Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Table Middle East and Africa Predictive Maintenance (PdM) Consumption by Countries (2015-2020)

Table Middle East and Africa Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure Middle East and Africa Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure Saudi Arabia Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure UAE Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure South Africa Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Figure South America Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Table South America Predictive Maintenance (PdM) Consumption by Countries (2015-2020)

Table South America Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure South America Predictive Maintenance (PdM) Consumption Market Share by Countries (2015-2020)

Figure Brazil Predictive Maintenance (PdM) Market Consumption and Growth Rate (2015-2020)

Table Augury Company Profile

Table Augury Production, Value, Price, Gross Margin 2015-2020

Figure Augury Production and Growth Rate

Figure Augury Value ($) Market Share 2015-2020

Table ABB Limited Company Profile

Table ABB Limited Production, Value, Price, Gross Margin 2015-2020

Figure ABB Limited Production and Growth Rate

Figure ABB Limited Value ($) Market Share 2015-2020

Table Schneider Electric Company Profile

Table Schneider Electric Production, Value, Price, Gross Margin 2015-2020

Figure Schneider Electric Production and Growth Rate

Figure Schneider Electric Value ($) Market Share 2015-2020

Table GE Digital Company Profile

Table GE Digital Production, Value, Price, Gross Margin 2015-2020

Figure GE Digital Production and Growth Rate

Figure GE Digital Value ($) Market Share 2015-2020

Table SAS Institute, Inc. Company Profile

Table SAS Institute, Inc. Production, Value, Price, Gross Margin 2015-2020

Figure SAS Institute, Inc. Production and Growth Rate

Figure SAS Institute, Inc. Value ($) Market Share 2015-2020

Table Robert Bosch GmbH Company Profile

Table Robert Bosch GmbH Production, Value, Price, Gross Margin 2015-2020

Figure Robert Bosch GmbH Production and Growth Rate

Figure Robert Bosch GmbH Value ($) Market Share 2015-2020

Table Emerson Electric Co. Company Profile

Table Emerson Electric Co. Production, Value, Price, Gross Margin 2015-2020

Figure Emerson Electric Co. Production and Growth Rate

Figure Emerson Electric Co. Value ($) Market Share 2015-2020

Table Operational Excellence (OPEX) Group Ltd Company Profile

Table Operational Excellence (OPEX) Group Ltd Production, Value, Price, Gross Margin 2015-2020

Figure Operational Excellence (OPEX) Group Ltd Production and Growth Rate

Figure Operational Excellence (OPEX) Group Ltd Value ($) Market Share 2015-2020

Table Siemens AG Company Profile

Table Siemens AG Production, Value, Price, Gross Margin 2015-2020

Figure Siemens AG Production and Growth Rate

Figure Siemens AG Value ($) Market Share 2015-2020

Table T-Systems International GmbH Company Profile

Table T-Systems International GmbH Production, Value, Price, Gross Margin 2015-2020

Figure T-Systems International GmbH Production and Growth Rate

Figure T-Systems International GmbH Value ($) Market Share 2015-2020

Table SAP SE Company Profile

Table SAP SE Production, Value, Price, Gross Margin 2015-2020

Figure SAP SE Production and Growth Rate

Figure SAP SE Value ($) Market Share 2015-2020

Table C3 IoT Company Profile

Table C3 IoT Production, Value, Price, Gross Margin 2015-2020

Figure C3 IoT Production and Growth Rate

Figure C3 IoT Value ($) Market Share 2015-2020

Table Asystom Company Profile

Table Asystom Production, Value, Price, Gross Margin 2015-2020

Figure Asystom Production and Growth Rate

Figure Asystom Value ($) Market Share 2015-2020

Table PTC, Inc. Company Profile

Table PTC, Inc. Production, Value, Price, Gross Margin 2015-2020

Figure PTC, Inc. Production and Growth Rate

Figure PTC, Inc. Value ($) Market Share 2015-2020

Table Sigma Industrial Precision Company Profile

Table Sigma Industrial Precision Production, Value, Price, Gross Margin 2015-2020

Figure Sigma Industrial Precision Production and Growth Rate

Figure Sigma Industrial Precision Value ($) Market Share 2015-2020

Table Rapidminer Company Profile

Table Rapidminer Production, Value, Price, Gross Margin 2015-2020

Figure Rapidminer Production and Growth Rate

Figure Rapidminer Value ($) Market Share 2015-2020

Table SparkCognition Company Profile

Table SparkCognition Production, Value, Price, Gross Margin 2015-2020

Figure SparkCognition Production and Growth Rate

Figure SparkCognition Value ($) Market Share 2015-2020

Table Thales Group Company Profile

Table Thales Group Production, Value, Price, Gross Margin 2015-2020

Figure Thales Group Production and Growth Rate

Figure Thales Group Value ($) Market Share 2015-2020

Table Rockwell Automation, Inc. Company Profile

Table Rockwell Automation, Inc. Production, Value, Price, Gross Margin 2015-2020

Figure Rockwell Automation, Inc. Production and Growth Rate

Figure Rockwell Automation, Inc. Value ($) Market Share 2015-2020

Figure North America Market Consumption and Growth Rate Forecast (2020-2025)

Figure Europe Market Consumption and Growth Rate Forecast (2020-2025)

Figure Asia-Pacific Market Consumption and Growth Rate Forecast (2020-2025)

Figure Middle East and Africa Market Consumption and Growth Rate Forecast (2020-2025)

Figure South America Market Consumption and Growth Rate Forecast (2020-2025)

Table Global Predictive Maintenance (PdM) Market Forecast Production by Types (2020-2025)

Table Global Predictive Maintenance (PdM) Market Forecast Production Share by Types (2020-2025)

Table Global Predictive Maintenance (PdM) Market Forecast Value ($) by Types (2020-2025)

Table Global Predictive Maintenance (PdM) Market Forecast Value Share by Types (2020-2025)

Table Global Predictive Maintenance (PdM) Market Forecast Consumption by Applications (2020-2025)

Table Global Predictive Maintenance (PdM) Market Forecast Consumption Share by Applications (2020-2025)

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)