1 Report Business Overview
    1.1 Study Scope
    1.2 Market Analysis by Type
        1.2.1 Global Power Grid Automation Systems Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
        1.2.2 On-Grid Automation Systems
        1.2.3 Off-Grid Automation Systems
    1.3 Market by Application
        1.3.1 Global Power Grid Automation Systems Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
        1.3.2 Communications
        1.3.3 IT & Telecom
        1.3.4 Smart Grid
        1.3.5 Others
    1.4 Study Objectives
    1.5 Years Considered
2 Global Growth Trends
    2.1 Global Power Grid Automation Systems Market Perspective (2017-2028)
    2.2 Power Grid Automation Systems Growth Trends by Region
        2.2.1 Power Grid Automation Systems Market Size by Region: 2017 VS 2021 VS 2028
        2.2.2 Power Grid Automation Systems Historic Market Size by Region (2017-2022)
        2.2.3 Power Grid Automation Systems Forecasted Market Size by Region (2023-2028)
    2.3 Power Grid Automation Systems Market Dynamics
        2.3.1 Power Grid Automation Systems Industry Trends
        2.3.2 Power Grid Automation Systems Market Drivers
        2.3.3 Power Grid Automation Systems Market Challenges
        2.3.4 Power Grid Automation Systems Market Restraints
3 Competition Landscape by Key Players
    3.1 Global Top Power Grid Automation Systems Players by Revenue
        3.1.1 Global Top Power Grid Automation Systems Players by Revenue (2017-2022)
        3.1.2 Global Power Grid Automation Systems Revenue Market Share by Players (2017-2022)
    3.2 Global Power Grid Automation Systems Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
    3.3 Players Covered: Ranking by Power Grid Automation Systems Revenue
    3.4 Global Power Grid Automation Systems Market Concentration Ratio
        3.4.1 Global Power Grid Automation Systems Market Concentration Ratio (CR5 and HHI)
        3.4.2 Global Top 10 and Top 5 Companies by Power Grid Automation Systems Revenue in 2021
    3.5 Power Grid Automation Systems Key Players Head office and Area Served
    3.6 Key Players Power Grid Automation Systems Product Solution and Service
    3.7 Date of Enter into Power Grid Automation Systems Market
    3.8 Mergers & Acquisitions, Expansion Plans
4 Power Grid Automation Systems Breakdown Data by Type
    4.1 Global Power Grid Automation Systems Historic Market Size by Type (2017-2022)
    4.2 Global Power Grid Automation Systems Forecasted Market Size by Type (2023-2028)
5 Power Grid Automation Systems Breakdown Data by Application
    5.1 Global Power Grid Automation Systems Historic Market Size by Application (2017-2022)
    5.2 Global Power Grid Automation Systems Forecasted Market Size by Application (2023-2028)
6 North America
    6.1 North America Power Grid Automation Systems Market Size (2017-2028)
    6.2 North America Power Grid Automation Systems Market Size by Type
        6.2.1 North America Power Grid Automation Systems Market Size by Type (2017-2022)
        6.2.2 North America Power Grid Automation Systems Market Size by Type (2023-2028)
        6.2.3 North America Power Grid Automation Systems Market Share by Type (2017-2028)
    6.3 North America Power Grid Automation Systems Market Size by Application
        6.3.1 North America Power Grid Automation Systems Market Size by Application (2017-2022)
        6.3.2 North America Power Grid Automation Systems Market Size by Application (2023-2028)
        6.3.3 North America Power Grid Automation Systems Market Share by Application (2017-2028)
    6.4 North America Power Grid Automation Systems Market Size by Country
        6.4.1 North America Power Grid Automation Systems Market Size by Country (2017-2022)
        6.4.2 North America Power Grid Automation Systems Market Size by Country (2023-2028)
        6.4.3 U.S.
        6.4.4 Canada
7 Europe
    7.1 Europe Power Grid Automation Systems Market Size (2017-2028)
    7.2 Europe Power Grid Automation Systems Market Size by Type
        7.2.1 Europe Power Grid Automation Systems Market Size by Type (2017-2022)
        7.2.2 Europe Power Grid Automation Systems Market Size by Type (2023-2028)
        7.2.3 Europe Power Grid Automation Systems Market Share by Type (2017-2028)
    7.3 Europe Power Grid Automation Systems Market Size by Application
        7.3.1 Europe Power Grid Automation Systems Market Size by Application (2017-2022)
        7.3.2 Europe Power Grid Automation Systems Market Size by Application (2023-2028)
        7.3.3 Europe Power Grid Automation Systems Market Share by Application (2017-2028)
    7.4 Europe Power Grid Automation Systems Market Size by Country
        7.4.1 Europe Power Grid Automation Systems Market Size by Country (2017-2022)
        7.4.2 Europe Power Grid Automation Systems Market Size by Country (2023-2028)
        7.4.3 Germany
        7.4.4 France
        7.4.5 U.K.
        7.4.6 Italy
        7.4.7 Russia
        7.4.8 Nordic Countries
8 Asia-Pacific
    8.1 Asia-Pacific Power Grid Automation Systems Market Size (2017-2028)
    8.2 Asia-Pacific Power Grid Automation Systems Market Size by Type
        8.2.1 Asia-Pacific Power Grid Automation Systems Market Size by Type (2017-2022)
        8.2.2 Asia-Pacific Power Grid Automation Systems Market Size by Type (2023-2028)
        8.2.3 Asia-Pacific Power Grid Automation Systems Market Share by Type (2017-2028)
    8.3 Asia-Pacific Power Grid Automation Systems Market Size by Application
        8.3.1 Asia-Pacific Power Grid Automation Systems Market Size by Application (2017-2022)
        8.3.2 Asia-Pacific Power Grid Automation Systems Market Size by Application (2023-2028)
        8.3.3 Asia-Pacific Power Grid Automation Systems Market Share by Application (2017-2028)
    8.4 Asia-Pacific Power Grid Automation Systems Market Size by Region
        8.4.1 Asia-Pacific Power Grid Automation Systems Market Size by Region (2017-2022)
        8.4.2 Asia-Pacific Power Grid Automation Systems Market Size by Region (2023-2028)
        8.4.3 China
        8.4.4 Japan
        8.4.5 South Korea
        8.4.6 Southeast Asia
        8.4.7 India
        8.4.8 Australia 
9 Latin America
    9.1 Latin America Power Grid Automation Systems Market Size (2017-2028)
    9.2 Latin America Power Grid Automation Systems Market Size by Type
        9.2.1 Latin America Power Grid Automation Systems Market Size by Type (2017-2022)
        9.2.2 Latin America Power Grid Automation Systems Market Size by Type (2023-2028)
        9.2.3 Latin America Power Grid Automation Systems Market Share by Type (2017-2028)
    9.3 Latin America Power Grid Automation Systems Market Size by Application
        9.3.1 Latin America Power Grid Automation Systems Market Size by Application (2017-2022)
        9.3.2 Latin America Power Grid Automation Systems Market Size by Application (2023-2028)
        9.3.3 Latin America Power Grid Automation Systems Market Share by Application (2017-2028)
    9.4 Latin America Power Grid Automation Systems Market Size by Country
        9.4.1 Latin America Power Grid Automation Systems Market Size by Country (2017-2022)
        9.4.2 Latin America Power Grid Automation Systems Market Size by Country (2023-2028)
        9.4.3 Mexico
        9.4.4 Brazil
10 Middle East & Africa
    10.1 Middle East & Africa Power Grid Automation Systems Market Size (2017-2028)
    10.2 Middle East & Africa Power Grid Automation Systems Market Size by Type
        10.2.1 Middle East & Africa Power Grid Automation Systems Market Size by Type (2017-2022)
        10.2.2 Middle East & Africa Power Grid Automation Systems Market Size by Type (2023-2028)
        10.2.3 Middle East & Africa Power Grid Automation Systems Market Share by Type (2017-2028)
    10.3 Middle East & Africa Power Grid Automation Systems Market Size by Application
        10.3.1 Middle East & Africa Power Grid Automation Systems Market Size by Application (2017-2022)
        10.3.2 Middle East & Africa Power Grid Automation Systems Market Size by Application (2023-2028)
        10.3.3 Middle East & Africa Power Grid Automation Systems Market Share by Application (2017-2028)
    10.4 Middle East & Africa Power Grid Automation Systems Market Size by Country
        10.4.1 Middle East & Africa Power Grid Automation Systems Market Size by Country (2017-2022)
        10.4.2 Middle East & Africa Power Grid Automation Systems Market Size by Country (2023-2028)
        10.4.3 Turkey
        10.4.4 Saudi Arabia
        10.4.5 UAE
11 Key Players Profiles
    11.1 ABB
        11.1.1 ABB Company Details
        11.1.2 ABB Business Overview
        11.1.3 ABB Power Grid Automation Systems Introduction
        11.1.4 ABB Revenue in Power Grid Automation Systems Business (2017-2022)
        11.1.5 ABB Recent Developments
    11.2 Siemens
        11.2.1 Siemens Company Details
        11.2.2 Siemens Business Overview
        11.2.3 Siemens Power Grid Automation Systems Introduction
        11.2.4 Siemens Revenue in Power Grid Automation Systems Business (2017-2022)
        11.2.5 Siemens Recent Developments
    11.3 CHINT
        11.3.1 CHINT Company Details
        11.3.2 CHINT Business Overview
        11.3.3 CHINT Power Grid Automation Systems Introduction
        11.3.4 CHINT Revenue in Power Grid Automation Systems Business (2017-2022)
        11.3.5 CHINT Recent Developments
    11.4 National Instruments
        11.4.1 National Instruments Company Details
        11.4.2 National Instruments Business Overview
        11.4.3 National Instruments Power Grid Automation Systems Introduction
        11.4.4 National Instruments Revenue in Power Grid Automation Systems Business (2017-2022)
        11.4.5 National Instruments Recent Developments
    11.5 GE Gird
        11.5.1 GE Gird Company Details
        11.5.2 GE Gird Business Overview
        11.5.3 GE Gird Power Grid Automation Systems Introduction
        11.5.4 GE Gird Revenue in Power Grid Automation Systems Business (2017-2022)
        11.5.5 GE Gird Recent Developments
    11.6 Schneider Electric
        11.6.1 Schneider Electric Company Details
        11.6.2 Schneider Electric Business Overview
        11.6.3 Schneider Electric Power Grid Automation Systems Introduction
        11.6.4 Schneider Electric Revenue in Power Grid Automation Systems Business (2017-2022)
        11.6.5 Schneider Electric Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
    13.1 Research Methodology
        13.1.1 Methodology/Research Approach
        13.1.2 Data Source
    13.2 Author Details
    13.3 Disclaimer
                  
              

                

                 
List of Tables
    Table 1. Global Power Grid Automation Systems Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
    Table 2. Key Players of On-Grid Automation Systems
    Table 3. Key Players of Off-Grid Automation Systems
    Table 4. Global Power Grid Automation Systems Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
    Table 5. Global Power Grid Automation Systems Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
    Table 6. Global Power Grid Automation Systems Market Size by Region (2017-2022) & (US$ Million)
    Table 7. Global Power Grid Automation Systems Market Share by Region (2017-2022)
    Table 8. Global Power Grid Automation Systems Forecasted Market Size by Region (2023-2028) & (US$ Million)
    Table 9. Global Power Grid Automation Systems Market Share by Region (2023-2028)
    Table 10. Power Grid Automation Systems Market Trends
    Table 11. Power Grid Automation Systems Market Drivers
    Table 12. Power Grid Automation Systems Market Challenges
    Table 13. Power Grid Automation Systems Market Restraints
    Table 14. Global Power Grid Automation Systems Revenue by Players (2017-2022) & (US$ Million)
    Table 15. Global Power Grid Automation Systems Revenue Share by Players (2017-2022)
    Table 16. Global Top Power Grid Automation Systems by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Power Grid Automation Systems as of 2021)
    Table 17. Ranking of Global Top Power Grid Automation Systems Companies by Revenue (US$ Million) in 2021
    Table 18. Global 5 Largest Players Market Share by Power Grid Automation Systems Revenue (CR5 and HHI) & (2017-2022)
    Table 19. Key Players Headquarters and Area Served
    Table 20. Key Players Power Grid Automation Systems Product Solution and Service
    Table 21. Date of Enter into Power Grid Automation Systems Market
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Power Grid Automation Systems Market Size by Type (2017-2022) & (US$ Million)
    Table 24. Global Power Grid Automation Systems Revenue Market Share by Type (2017-2022)
    Table 25. Global Power Grid Automation Systems Forecasted Market Size by Type (2023-2028) & (US$ Million)
    Table 26. Global Power Grid Automation Systems Revenue Market Share by Type (2023-2028)
    Table 27. Global Power Grid Automation Systems Market Size by Application (2017-2022) & (US$ Million)
    Table 28. Global Power Grid Automation Systems Revenue Share by Application (2017-2022)
    Table 29. Global Power Grid Automation Systems Forecasted Market Size by Application (2023-2028) & (US$ Million)
    Table 30. Global Power Grid Automation Systems Revenue Share by Application (2023-2028)
    Table 31. North America Power Grid Automation Systems Market Size by Type (2017-2022) & (US$ Million)
    Table 32. North America Power Grid Automation Systems Market Size by Type (2023-2028) & (US$ Million)
    Table 33. North America Power Grid Automation Systems Market Size by Application (2017-2022) & (US$ Million)
    Table 34. North America Power Grid Automation Systems Market Size by Application (2023-2028) & (US$ Million)
    Table 35. North America Power Grid Automation Systems Market Size by Country (2017-2022) & (US$ Million)
    Table 36. North America Power Grid Automation Systems Market Size by Country (2023-2028) & (US$ Million)
    Table 37. Europe Power Grid Automation Systems Market Size by Type (2017-2022) & (US$ Million)
    Table 38. Europe Power Grid Automation Systems Market Size by Type (2023-2028) & (US$ Million)
    Table 39. Europe Power Grid Automation Systems Market Size by Application (2017-2022) & (US$ Million)
    Table 40. Europe Power Grid Automation Systems Market Size by Application (2023-2028) & (US$ Million)
    Table 41. Europe Power Grid Automation Systems Market Size by Country (2017-2022) & (US$ Million)
    Table 42. Europe Power Grid Automation Systems Market Size by Country (2023-2028) & (US$ Million)
    Table 43. Asia Pacific Power Grid Automation Systems Market Size by Type (2017-2022) & (US$ Million)
    Table 44. Asia Pacific Power Grid Automation Systems Market Size by Type (2023-2028) & (US$ Million)
    Table 45. Asia Pacific Power Grid Automation Systems Market Size by Application (2017-2022) & (US$ Million)
    Table 46. Asia Pacific Power Grid Automation Systems Market Size by Application (2023-2028) & (US$ Million)
    Table 47. Asia Pacific Power Grid Automation Systems Market Size by Region (2017-2022) & (US$ Million)
    Table 48. Asia Pacific Power Grid Automation Systems Market Size by Region (2023-2028) & (US$ Million)
    Table 49. Latin America Power Grid Automation Systems Market Size by Type (2017-2022) & (US$ Million)
    Table 50. Latin America Power Grid Automation Systems Market Size by Type (2023-2028) & (US$ Million)
    Table 51. Latin America Power Grid Automation Systems Market Size by Application (2017-2022) & (US$ Million)
    Table 52. Latin America Power Grid Automation Systems Market Size by Application (2023-2028) & (US$ Million)
    Table 53. Latin America Power Grid Automation Systems Market Size by Country (2017-2022) & (US$ Million)
    Table 54. Latin America Power Grid Automation Systems Market Size by Country (2023-2028) & (US$ Million)
    Table 55. Middle East and Africa Power Grid Automation Systems Market Size by Type (2017-2022) & (US$ Million)
    Table 56. Middle East and Africa Power Grid Automation Systems Market Size by Type (2023-2028) & (US$ Million)
    Table 57. Middle East and Africa Power Grid Automation Systems Market Size by Application (2017-2022) & (US$ Million)
    Table 58. Middle East and Africa Power Grid Automation Systems Market Size by Application (2023-2028) & (US$ Million)
    Table 59. Middle East and Africa Power Grid Automation Systems Market Size by Country (2017-2022) & (US$ Million)
    Table 60. Middle East and Africa Power Grid Automation Systems Market Size by Country (2023-2028) & (US$ Million)
    Table 61. ABB Company Details
    Table 62. ABB Business Overview
    Table 63. ABB Power Grid Automation Systems Product
    Table 64. ABB Revenue in Power Grid Automation Systems Business (2017-2022) & (US$ Million)
    Table 65. ABB Recent Developments
    Table 66. Siemens Company Details
    Table 67. Siemens Business Overview
    Table 68. Siemens Power Grid Automation Systems Product
    Table 69. Siemens Revenue in Power Grid Automation Systems Business (2017-2022) & (US$ Million)
    Table 70. Siemens Recent Developments
    Table 71. CHINT Company Details
    Table 72. CHINT Business Overview
    Table 73. CHINT Power Grid Automation Systems Product
    Table 74. CHINT Revenue in Power Grid Automation Systems Business (2017-2022) & (US$ Million)
    Table 75. CHINT Recent Developments
    Table 76. National Instruments Company Details
    Table 77. National Instruments Business Overview
    Table 78. National Instruments Power Grid Automation Systems Product
    Table 79. National Instruments Revenue in Power Grid Automation Systems Business (2017-2022) & (US$ Million)
    Table 80. National Instruments Recent Developments
    Table 81. GE Gird Company Details
    Table 82. GE Gird Business Overview
    Table 83. GE Gird Power Grid Automation Systems Product
    Table 84. GE Gird Revenue in Power Grid Automation Systems Business (2017-2022) & (US$ Million)
    Table 85. GE Gird Recent Developments
    Table 86. Schneider Electric Company Details
    Table 87. Schneider Electric Business Overview
    Table 88. Schneider Electric Power Grid Automation Systems Product
    Table 89. Schneider Electric Revenue in Power Grid Automation Systems Business (2017-2022) & (US$ Million)
    Table 90. Schneider Electric Recent Developments
    Table 91. Research Programs/Design for This Report
    Table 92. Key Data Information from Secondary Sources
    Table 93. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Power Grid Automation Systems Market Share by Type: 2021 VS 2028
    Figure 2. On-Grid Automation Systems Features
    Figure 3. Off-Grid Automation Systems Features
    Figure 4. Global Power Grid Automation Systems Market Share by Application: 2021 VS 2028
    Figure 5. Communications Case Studies
    Figure 6. IT & Telecom Case Studies
    Figure 7. Smart Grid Case Studies
    Figure 8. Others Case Studies
    Figure 9. Power Grid Automation Systems Report Years Considered
    Figure 10. Global Power Grid Automation Systems Market Size (US$ Million), Year-over-Year: 2017-2028
    Figure 11. Global Power Grid Automation Systems Market Size, (US$ Million), 2017 VS 2021 VS 2028
    Figure 12. Global Power Grid Automation Systems Market Share by Region: 2021 VS 2028
    Figure 13. Global Power Grid Automation Systems Market Share by Players in 2021
    Figure 14. Global Top Power Grid Automation Systems Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Power Grid Automation Systems as of 2021)
    Figure 15. The Top 10 and 5 Players Market Share by Power Grid Automation Systems Revenue in 2021
    Figure 16. North America Power Grid Automation Systems Market Size YoY (2017-2028) & (US$ Million)
    Figure 17. North America Power Grid Automation Systems Market Size Market Share by Type (2017-2028)
    Figure 18. North America Power Grid Automation Systems Market Size Market Share by Application (2017-2028)
    Figure 19. North America Power Grid Automation Systems Market Size Share by Country (2017-2028)
    Figure 20. United States Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 21. Canada Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 22. Europe Power Grid Automation Systems Market Size YoY (2017-2028) & (US$ Million)
    Figure 23. Europe Power Grid Automation Systems Market Size Market Share by Type (2017-2028)
    Figure 24. Europe Power Grid Automation Systems Market Size Market Share by Application (2017-2028)
    Figure 25. Europe Power Grid Automation Systems Market Size Share by Country (2017-2028)
    Figure 26. Germany Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 27. France Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 28. U.K. Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 29. Italy Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 30. Russia Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 31. Nordic Countries Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 32. Asia-Pacific Power Grid Automation Systems Market Size YoY (2017-2028) & (US$ Million)
    Figure 33. Asia Pacific Power Grid Automation Systems Market Size Market Share by Type (2017-2028)
    Figure 34. Asia Pacific Power Grid Automation Systems Market Size Market Share by Application (2017-2028)
    Figure 35. Asia Pacific Power Grid Automation Systems Market Size Share by Region (2017-2028)
    Figure 36. China Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 37. Japan Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 38. South Korea Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 39. Southeast Asia Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 40. India Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 41. Australia Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
    Figure 42. Latin America Power Grid Automation Systems Market Size YoY (2017-2028) & (US$ Million)
    Figure 43. Latin America Power Grid Automation Systems Market Size Market Share by Type (2017-2028)
    Figure 44. Latin America Power Grid Automation Systems Market Size Market Share by Application (2017-2028)
    Figure 45. Latin America Power Grid Automation Systems Market Size Share by Country (2017-2028)
    Figure 46. Mexico Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 47. Brazil Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 48. Middle East & Africa Power Grid Automation Systems Market Size YoY (2017-2028) & (US$ Million)
    Figure 49. Middle East and Africa Power Grid Automation Systems Market Size Market Share by Type (2017-2028)
    Figure 50. Middle East and Africa Power Grid Automation Systems Market Size Market Share by Application (2017-2028)
    Figure 51. Middle East and Africa Power Grid Automation Systems Market Size Share by Country (2017-2028)
    Figure 52. Turkey Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 53. Saudi Arabia Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 54. UAE Power Grid Automation Systems Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 55. ABB Revenue Growth Rate in Power Grid Automation Systems Business (2017-2022)
    Figure 56. Siemens Revenue Growth Rate in Power Grid Automation Systems Business (2017-2022)
    Figure 57. CHINT Revenue Growth Rate in Power Grid Automation Systems Business (2017-2022)
    Figure 58. National Instruments Revenue Growth Rate in Power Grid Automation Systems Business (2017-2022)
    Figure 59. GE Gird Revenue Growth Rate in Power Grid Automation Systems Business (2017-2022)
    Figure 60. Schneider Electric Revenue Growth Rate in Power Grid Automation Systems Business (2017-2022)
    Figure 61. Bottom-up and Top-down Approaches for This Report
    Figure 62. Data Triangulation
    Figure 63. Key Executives Interviewed