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Global Software-Based Predictive Emission Monitoring System (PEMS) Market Research Report 2025

Published Date: May 2025

Report Code: QYRE-Auto-4G14617

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Global Software-Based Predictive Emission Monitoring System (PEMS) Market Research Report 2025

Code: QYRE-Auto-4G14617

Report

May 2025

Pages:88

QYResearch

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DESCRIPTION

TABLE OF CONTENT

TABLES & FIGURES

FEATURED COMPANIES

ABB Ltd

Siemens AG

ESC Spectrum

ELEKS

Rockwell Automation

Durag Group

Trace

CMC Solutions

Montrose Environmental

HINT Group

Weel & Sandvig

Bison Engineering

BP Consultancy

WTC Engineering

Acro Technologies

Software-Based Predictive Emission Monitoring System (PEMS) Market

The global market for Software-Based Predictive Emission Monitoring System (PEMS) was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.

PEMS is the next level of emission monitoring in a cost-effective and regulatory-compliant manner. Compared to the traditional CEMS, PEMS does not use hardware-based sensors to measure emissions but instead uses unique algorithms to determine the emissions signature of an engine, based on the input parameters.

North American market for Software-Based Predictive Emission Monitoring System (PEMS) is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.

Asia-Pacific market for Software-Based Predictive Emission Monitoring System (PEMS) is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.

The global market for Software-Based Predictive Emission Monitoring System (PEMS) in Power Generation is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.

The major global companies of Software-Based Predictive Emission Monitoring System (PEMS) include ABB, Siemens, HINT Group, ESC Spectrum, ELEKS, Rockwell Automation, DURAG GROUP, Weel & Sandvig, Trace, CMC Solutions, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.

This report aims to provide a comprehensive presentation of the global market for Software-Based Predictive Emission Monitoring System (PEMS), with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Software-Based Predictive Emission Monitoring System (PEMS).

The Software-Based Predictive Emission Monitoring System (PEMS) market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Software-Based Predictive Emission Monitoring System (PEMS) market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Software-Based Predictive Emission Monitoring System (PEMS) companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Market Segmentation

Scope of Software-Based Predictive Emission Monitoring System (PEMS) Market Report

Report Metric	Details
Report Name	Software-Based Predictive Emission Monitoring System (PEMS) Market
Segment by Type	Cloud Based On-premises
Segment by Application	Power Generation Oil & Gas Chemicals and Fertilizers Pulp & Paper Pharmaceutical Metal and Mining Others
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	ABB, Siemens, HINT Group, ESC Spectrum, ELEKS, Rockwell Automation, DURAG GROUP, Weel & Sandvig, Trace, CMC Solutions, Bison Engineering, BP Consultancy, WTC Engineering, Acro Technologies, Montrose Environmental
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Software-Based Predictive Emission Monitoring System (PEMS) company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Software-Based Predictive Emission Monitoring System (PEMS) Market report?

Ans: The main players in the Software-Based Predictive Emission Monitoring System (PEMS) Market are ABB, Siemens, HINT Group, ESC Spectrum, ELEKS, Rockwell Automation, DURAG GROUP, Weel & Sandvig, Trace, CMC Solutions, Bison Engineering, BP Consultancy, WTC Engineering, Acro Technologies, Montrose Environmental

What are the Application segmentation covered in the Software-Based Predictive Emission Monitoring System (PEMS) Market report?

Ans: The Applications covered in the Software-Based Predictive Emission Monitoring System (PEMS) Market report are Power Generation, Oil & Gas, Chemicals and Fertilizers, Pulp & Paper, Pharmaceutical, Metal and Mining, Others

What are the Type segmentation covered in the Software-Based Predictive Emission Monitoring System (PEMS) Market report?

Ans: The Types covered in the Software-Based Predictive Emission Monitoring System (PEMS) Market report are Cloud Based, On-premises

1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth Rate by Type: 2020 VS 2024 VS 2031

1.2.2 Cloud Based

1.2.3 On-premises

1.3 Market by Application

1.3.1 Global Software-Based Predictive Emission Monitoring System (PEMS) Market Growth by Application: 2020 VS 2024 VS 2031

1.3.2 Power Generation

1.3.3 Oil & Gas

1.3.4 Chemicals and Fertilizers

1.3.5 Pulp & Paper

1.3.6 Pharmaceutical

1.3.7 Metal and Mining

1.3.8 Others

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global Software-Based Predictive Emission Monitoring System (PEMS) Market Perspective (2020-2031)

2.2 Global Software-Based Predictive Emission Monitoring System (PEMS) Growth Trends by Region

2.2.1 Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Region: 2020 VS 2024 VS 2031

2.2.2 Software-Based Predictive Emission Monitoring System (PEMS) Historic Market Size by Region (2020-2025)

2.2.3 Software-Based Predictive Emission Monitoring System (PEMS) Forecasted Market Size by Region (2026-2031)

2.3 Software-Based Predictive Emission Monitoring System (PEMS) Market Dynamics

2.3.1 Software-Based Predictive Emission Monitoring System (PEMS) Industry Trends

2.3.2 Software-Based Predictive Emission Monitoring System (PEMS) Market Drivers

2.3.3 Software-Based Predictive Emission Monitoring System (PEMS) Market Challenges

2.3.4 Software-Based Predictive Emission Monitoring System (PEMS) Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Software-Based Predictive Emission Monitoring System (PEMS) Players by Revenue

3.1.1 Global Top Software-Based Predictive Emission Monitoring System (PEMS) Players by Revenue (2020-2025)

3.1.2 Global Software-Based Predictive Emission Monitoring System (PEMS) Revenue Market Share by Players (2020-2025)

3.2 Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by Software-Based Predictive Emission Monitoring System (PEMS) Revenue

3.4 Global Software-Based Predictive Emission Monitoring System (PEMS) Market Concentration Ratio

3.4.1 Global Software-Based Predictive Emission Monitoring System (PEMS) Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Software-Based Predictive Emission Monitoring System (PEMS) Revenue in 2024

3.5 Global Key Players of Software-Based Predictive Emission Monitoring System (PEMS) Head office and Area Served

3.6 Global Key Players of Software-Based Predictive Emission Monitoring System (PEMS), Product and Application

3.7 Global Key Players of Software-Based Predictive Emission Monitoring System (PEMS), Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 Software-Based Predictive Emission Monitoring System (PEMS) Breakdown Data by Type

4.1 Global Software-Based Predictive Emission Monitoring System (PEMS) Historic Market Size by Type (2020-2025)

4.2 Global Software-Based Predictive Emission Monitoring System (PEMS) Forecasted Market Size by Type (2026-2031)

5 Software-Based Predictive Emission Monitoring System (PEMS) Breakdown Data by Application

5.1 Global Software-Based Predictive Emission Monitoring System (PEMS) Historic Market Size by Application (2020-2025)

5.2 Global Software-Based Predictive Emission Monitoring System (PEMS) Forecasted Market Size by Application (2026-2031)

6 North America

6.1 North America Software-Based Predictive Emission Monitoring System (PEMS) Market Size (2020-2031)

6.2 North America Software-Based Predictive Emission Monitoring System (PEMS) Market Growth Rate by Country: 2020 VS 2024 VS 2031

6.3 North America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025)

6.4 North America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Size (2020-2031)

7.2 Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Growth Rate by Country: 2020 VS 2024 VS 2031

7.3 Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025)

7.4 Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Nordic Countries

8 Asia-Pacific

8.1 Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Size (2020-2031)

8.2 Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Growth Rate by Region: 2020 VS 2024 VS 2031

8.3 Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Region (2020-2025)

8.4 Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Region (2026-2031)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia

9 Latin America

9.1 Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Size (2020-2031)

9.2 Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Growth Rate by Country: 2020 VS 2024 VS 2031

9.3 Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025)

9.4 Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Size (2020-2031)

10.2 Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Growth Rate by Country: 2020 VS 2024 VS 2031

10.3 Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025)

10.4 Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 ABB

11.1.1 ABB Company Details

11.1.2 ABB Business Overview

11.1.3 ABB Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.1.4 ABB Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.1.5 ABB Recent Development

11.2 Siemens

11.2.1 Siemens Company Details

11.2.2 Siemens Business Overview

11.2.3 Siemens Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.2.4 Siemens Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.2.5 Siemens Recent Development

11.3 HINT Group

11.3.1 HINT Group Company Details

11.3.2 HINT Group Business Overview

11.3.3 HINT Group Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.3.4 HINT Group Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.3.5 HINT Group Recent Development

11.4 ESC Spectrum

11.4.1 ESC Spectrum Company Details

11.4.2 ESC Spectrum Business Overview

11.4.3 ESC Spectrum Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.4.4 ESC Spectrum Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.4.5 ESC Spectrum Recent Development

11.5 ELEKS

11.5.1 ELEKS Company Details

11.5.2 ELEKS Business Overview

11.5.3 ELEKS Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.5.4 ELEKS Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.5.5 ELEKS Recent Development

11.6 Rockwell Automation

11.6.1 Rockwell Automation Company Details

11.6.2 Rockwell Automation Business Overview

11.6.3 Rockwell Automation Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.6.4 Rockwell Automation Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.6.5 Rockwell Automation Recent Development

11.7 DURAG GROUP

11.7.1 DURAG GROUP Company Details

11.7.2 DURAG GROUP Business Overview

11.7.3 DURAG GROUP Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.7.4 DURAG GROUP Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.7.5 DURAG GROUP Recent Development

11.8 Weel & Sandvig

11.8.1 Weel & Sandvig Company Details

11.8.2 Weel & Sandvig Business Overview

11.8.3 Weel & Sandvig Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.8.4 Weel & Sandvig Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.8.5 Weel & Sandvig Recent Development

11.9 Trace

11.9.1 Trace Company Details

11.9.2 Trace Business Overview

11.9.3 Trace Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.9.4 Trace Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.9.5 Trace Recent Development

11.10 CMC Solutions

11.10.1 CMC Solutions Company Details

11.10.2 CMC Solutions Business Overview

11.10.3 CMC Solutions Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.10.4 CMC Solutions Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.10.5 CMC Solutions Recent Development

11.11 Bison Engineering

11.11.1 Bison Engineering Company Details

11.11.2 Bison Engineering Business Overview

11.11.3 Bison Engineering Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.11.4 Bison Engineering Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.11.5 Bison Engineering Recent Development

11.12 BP Consultancy

11.12.1 BP Consultancy Company Details

11.12.2 BP Consultancy Business Overview

11.12.3 BP Consultancy Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.12.4 BP Consultancy Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.12.5 BP Consultancy Recent Development

11.13 WTC Engineering

11.13.1 WTC Engineering Company Details

11.13.2 WTC Engineering Business Overview

11.13.3 WTC Engineering Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.13.4 WTC Engineering Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.13.5 WTC Engineering Recent Development

11.14 Acro Technologies

11.14.1 Acro Technologies Company Details

11.14.2 Acro Technologies Business Overview

11.14.3 Acro Technologies Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.14.4 Acro Technologies Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.14.5 Acro Technologies Recent Development

11.15 Montrose Environmental

11.15.1 Montrose Environmental Company Details

11.15.2 Montrose Environmental Business Overview

11.15.3 Montrose Environmental Software-Based Predictive Emission Monitoring System (PEMS) Introduction

11.15.4 Montrose Environmental Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

11.15.5 Montrose Environmental Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.1.1 Research Programs/Design

13.1.1.2 Market Size Estimation

13.1.1.3 Market Breakdown and Data Triangulation

13.1.2 Data Source

13.1.2.1 Secondary Sources

13.1.2.2 Primary Sources

13.2 Author Details

13.3 Disclaimer

FEATURED COMPANIES

ABB Ltd

Siemens AG

ESC Spectrum

ELEKS

Rockwell Automation

Durag Group

Trace

CMC Solutions

Montrose Environmental

HINT Group

Weel & Sandvig

Bison Engineering

BP Consultancy

WTC Engineering

Acro Technologies

List of Tables

Table 1. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031

Table 2. Key Players of Cloud Based

Table 3. Key Players of On-premises

Table 4. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031

Table 5. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Region (US$ Million): 2020 VS 2024 VS 2031

Table 6. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Region (2020-2025) & (US$ Million)

Table 7. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Region (2020-2025)

Table 8. Global Software-Based Predictive Emission Monitoring System (PEMS) Forecasted Market Size by Region (2026-2031) & (US$ Million)

Table 9. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Region (2026-2031)

Table 10. Software-Based Predictive Emission Monitoring System (PEMS) Market Trends

Table 11. Software-Based Predictive Emission Monitoring System (PEMS) Market Drivers

Table 12. Software-Based Predictive Emission Monitoring System (PEMS) Market Challenges

Table 13. Software-Based Predictive Emission Monitoring System (PEMS) Market Restraints

Table 14. Global Software-Based Predictive Emission Monitoring System (PEMS) Revenue by Players (2020-2025) & (US$ Million)

Table 15. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Players (2020-2025)

Table 16. Global Top Software-Based Predictive Emission Monitoring System (PEMS) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Software-Based Predictive Emission Monitoring System (PEMS) as of 2024)

Table 17. Ranking of Global Top Software-Based Predictive Emission Monitoring System (PEMS) Companies by Revenue (US$ Million) in 2024

Table 18. Global 5 Largest Players Market Share by Software-Based Predictive Emission Monitoring System (PEMS) Revenue (CR5 and HHI) & (2020-2025)

Table 19. Global Key Players of Software-Based Predictive Emission Monitoring System (PEMS), Headquarters and Area Served

Table 20. Global Key Players of Software-Based Predictive Emission Monitoring System (PEMS), Product and Application

Table 21. Global Key Players of Software-Based Predictive Emission Monitoring System (PEMS), Date of Enter into This Industry

Table 22. Mergers & Acquisitions, Expansion Plans

Table 23. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Type (2020-2025) & (US$ Million)

Table 24. Global Software-Based Predictive Emission Monitoring System (PEMS) Revenue Market Share by Type (2020-2025)

Table 25. Global Software-Based Predictive Emission Monitoring System (PEMS) Forecasted Market Size by Type (2026-2031) & (US$ Million)

Table 26. Global Software-Based Predictive Emission Monitoring System (PEMS) Revenue Market Share by Type (2026-2031)

Table 27. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Application (2020-2025) & (US$ Million)

Table 28. Global Software-Based Predictive Emission Monitoring System (PEMS) Revenue Market Share by Application (2020-2025)

Table 29. Global Software-Based Predictive Emission Monitoring System (PEMS) Forecasted Market Size by Application (2026-2031) & (US$ Million)

Table 30. Global Software-Based Predictive Emission Monitoring System (PEMS) Revenue Market Share by Application (2026-2031)

Table 31. North America Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 32. North America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025) & (US$ Million)

Table 33. North America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031) & (US$ Million)

Table 34. Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 35. Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025) & (US$ Million)

Table 36. Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031) & (US$ Million)

Table 37. Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031

Table 38. Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Region (2020-2025) & (US$ Million)

Table 39. Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Region (2026-2031) & (US$ Million)

Table 40. Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 41. Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025) & (US$ Million)

Table 42. Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031) & (US$ Million)

Table 43. Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 44. Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2020-2025) & (US$ Million)

Table 45. Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Country (2026-2031) & (US$ Million)

Table 46. ABB Company Details

Table 47. ABB Business Overview

Table 48. ABB Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 49. ABB Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 50. ABB Recent Development

Table 51. Siemens Company Details

Table 52. Siemens Business Overview

Table 53. Siemens Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 54. Siemens Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 55. Siemens Recent Development

Table 56. HINT Group Company Details

Table 57. HINT Group Business Overview

Table 58. HINT Group Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 59. HINT Group Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 60. HINT Group Recent Development

Table 61. ESC Spectrum Company Details

Table 62. ESC Spectrum Business Overview

Table 63. ESC Spectrum Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 64. ESC Spectrum Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 65. ESC Spectrum Recent Development

Table 66. ELEKS Company Details

Table 67. ELEKS Business Overview

Table 68. ELEKS Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 69. ELEKS Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 70. ELEKS Recent Development

Table 71. Rockwell Automation Company Details

Table 72. Rockwell Automation Business Overview

Table 73. Rockwell Automation Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 74. Rockwell Automation Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 75. Rockwell Automation Recent Development

Table 76. DURAG GROUP Company Details

Table 77. DURAG GROUP Business Overview

Table 78. DURAG GROUP Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 79. DURAG GROUP Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 80. DURAG GROUP Recent Development

Table 81. Weel & Sandvig Company Details

Table 82. Weel & Sandvig Business Overview

Table 83. Weel & Sandvig Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 84. Weel & Sandvig Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 85. Weel & Sandvig Recent Development

Table 86. Trace Company Details

Table 87. Trace Business Overview

Table 88. Trace Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 89. Trace Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 90. Trace Recent Development

Table 91. CMC Solutions Company Details

Table 92. CMC Solutions Business Overview

Table 93. CMC Solutions Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 94. CMC Solutions Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 95. CMC Solutions Recent Development

Table 96. Bison Engineering Company Details

Table 97. Bison Engineering Business Overview

Table 98. Bison Engineering Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 99. Bison Engineering Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 100. Bison Engineering Recent Development

Table 101. BP Consultancy Company Details

Table 102. BP Consultancy Business Overview

Table 103. BP Consultancy Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 104. BP Consultancy Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 105. BP Consultancy Recent Development

Table 106. WTC Engineering Company Details

Table 107. WTC Engineering Business Overview

Table 108. WTC Engineering Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 109. WTC Engineering Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 110. WTC Engineering Recent Development

Table 111. Acro Technologies Company Details

Table 112. Acro Technologies Business Overview

Table 113. Acro Technologies Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 114. Acro Technologies Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 115. Acro Technologies Recent Development

Table 116. Montrose Environmental Company Details

Table 117. Montrose Environmental Business Overview

Table 118. Montrose Environmental Software-Based Predictive Emission Monitoring System (PEMS) Product

Table 119. Montrose Environmental Revenue in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025) & (US$ Million)

Table 120. Montrose Environmental Recent Development

Table 121. Research Programs/Design for This Report

Table 122. Key Data Information from Secondary Sources

Table 123. Key Data Information from Primary Sources

Table 124. Authors List of This Report

List of Figures

Figure 1. Software-Based Predictive Emission Monitoring System (PEMS) Picture

Figure 2. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size Comparison by Type (2020-2031) & (US$ Million)

Figure 3. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Type: 2024 VS 2031

Figure 4. Cloud Based Features

Figure 5. On-premises Features

Figure 6. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size by Application (2020-2031) & (US$ Million)

Figure 7. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Application: 2024 VS 2031

Figure 8. Power Generation Case Studies

Figure 9. Oil & Gas Case Studies

Figure 10. Chemicals and Fertilizers Case Studies

Figure 11. Pulp & Paper Case Studies

Figure 12. Pharmaceutical Case Studies

Figure 13. Metal and Mining Case Studies

Figure 14. Others Case Studies

Figure 15. Software-Based Predictive Emission Monitoring System (PEMS) Report Years Considered

Figure 16. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size (US$ Million), Year-over-Year: 2020-2031

Figure 17. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Size, (US$ Million), 2020 VS 2024 VS 2031

Figure 18. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Region: 2024 VS 2031

Figure 19. Global Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Players in 2024

Figure 20. Global Top Software-Based Predictive Emission Monitoring System (PEMS) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Software-Based Predictive Emission Monitoring System (PEMS) as of 2024)

Figure 21. The Top 10 and 5 Players Market Share by Software-Based Predictive Emission Monitoring System (PEMS) Revenue in 2024

Figure 22. North America Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 23. North America Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Country (2020-2031)

Figure 24. United States Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 25. Canada Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 26. Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 27. Europe Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Country (2020-2031)

Figure 28. Germany Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 29. France Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 30. U.K. Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 31. Italy Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 32. Russia Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 33. Nordic Countries Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 34. Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 35. Asia-Pacific Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Region (2020-2031)

Figure 36. China Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 37. Japan Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 38. South Korea Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 39. Southeast Asia Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 40. India Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 41. Australia Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 42. Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 43. Latin America Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Country (2020-2031)

Figure 44. Mexico Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 45. Brazil Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 46. Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 47. Middle East & Africa Software-Based Predictive Emission Monitoring System (PEMS) Market Share by Country (2020-2031)

Figure 48. Turkey Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 49. Saudi Arabia Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 50. UAE Software-Based Predictive Emission Monitoring System (PEMS) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 51. ABB Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 52. Siemens Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 53. HINT Group Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 54. ESC Spectrum Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 55. ELEKS Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 56. Rockwell Automation Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 57. DURAG GROUP Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 58. Weel & Sandvig Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 59. Trace Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 60. CMC Solutions Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 61. Bison Engineering Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 62. BP Consultancy Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 63. WTC Engineering Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 64. Acro Technologies Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 65. Montrose Environmental Revenue Growth Rate in Software-Based Predictive Emission Monitoring System (PEMS) Business (2020-2025)

Figure 66. Bottom-up and Top-down Approaches for This Report

Figure 67. Data Triangulation

Figure 68. Key Executives Interviewed

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