그리드 연계 큐 분석 AI 시장(2026-2030년)

The global grid interconnection queue analytics ai market is forecasted to grow by USD 2282.4 mn during 2025-2030, accelerating at a CAGR of 22.7% during the forecast period. The report on the global grid interconnection queue analytics ai market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by exponential growth of renewable energy integration and resultant grid backlogs, regulatory mandates and policy reforms for grid modernization, technological advancements in predictive modeling and high-performance computing.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global grid interconnection queue analytics ai market is segmented as below:

By Component

• Software
• Services
• Hardware

By Application

• Renewable energy integration
• Grid planning and optimization
• Transmission and distribution management
• Forecasting and scheduling
• Others

By Deployment

• Cloud-based
• On-premises

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • The Netherlands
  • Italy
  • Spain
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• Rest of World (ROW)

This study identifies the proliferation of digital twin environments for dynamic grid simulation and predictive impact analysis as one of the prime reasons driving the global grid interconnection queue analytics ai market growth during the next few years. Also, transition toward automated cluster-based methodologies for enhanced queue efficiency and integration of ai-enabled grid-enhancing technologies to maximize existing infrastructure capacity will lead to sizable demand in the market.

The report on the global grid interconnection queue analytics ai market covers the following areas:

• Global grid interconnection queue analytics ai market sizing
• Global grid interconnection queue analytics ai market forecast
• Global grid interconnection queue analytics ai market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global grid interconnection queue analytics ai market vendors that include ANSYS Inc., Camus Energy, DNV Group AS, Energy Toolbase, Enverus Inc., GE Vernova Inc., GridUnity Inc., Hitachi Energy Ltd., Invenia Technical Computing, Kevala Technologies Inc., LevelTen Energy, Neara, Pearl Street Technologies Inc., PXiSE Energy Solutions, Resource Innovations, REsurety Inc, S and P Global Inc., Schneider Electric SE, Siemens AG, Wood Mackenzie. Also, the global grid interconnection queue analytics ai market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2025
• 4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

• 5.1 Global Grid Interconnection Queue Analytics AI Market 2020 - 2024
  • Historic Market Size - Data Table on Global Grid Interconnection Queue Analytics AI Market 2020 - 2024 ($ million)
• 5.2 Component segment analysis 2020 - 2024
  • Historic Market Size - Component Segment 2020 - 2024 ($ million)
• 5.3 Application segment analysis 2020 - 2024
  • Historic Market Size - Application Segment 2020 - 2024 ($ million)
• 5.4 Deployment segment analysis 2020 - 2024
  • Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
• 5.5 Geography segment analysis 2020 - 2024
  • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
• 5.6 Country segment analysis 2020 - 2024
  • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

• 6.1 Impact of geopolitical conflicts on Global Grid Interconnection Queue Analytics AI Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2025 and 2030
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2025 and 2030
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2025 and 2030
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2025 and 2030
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2025 and 2030
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2025 and 2030
• 7.7 Market condition

8 Market Segmentation by Component

• 8.1 Market segments
• 8.2 Comparison by Component
• 8.3 Software - Market size and forecast 2025-2030
• 8.4 Services - Market size and forecast 2025-2030
• 8.5 Hardware - Market size and forecast 2025-2030
• 8.6 Market opportunity by Component
  • Market opportunity by Component ($ million)

9 Market Segmentation by Application

• 9.1 Market segments
• 9.2 Comparison by Application
• 9.3 Renewable energy integration - Market size and forecast 2025-2030
• 9.4 Grid planning and optimization - Market size and forecast 2025-2030
• 9.5 Transmission and distribution management - Market size and forecast 2025-2030
• 9.6 Forecasting and scheduling - Market size and forecast 2025-2030
• 9.7 Others - Market size and forecast 2025-2030
• 9.8 Market opportunity by Application
  • Market opportunity by Application ($ million)

10 Market Segmentation by Deployment

• 10.1 Market segments
• 10.2 Comparison by Deployment
• 10.3 Cloud-based - Market size and forecast 2025-2030
• 10.4 On-premises - Market size and forecast 2025-2030
• 10.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 North America - Market size and forecast 2025-2030
  • 12.3.1 US - Market size and forecast 2025-2030
  • 12.3.2 Canada - Market size and forecast 2025-2030
  • 12.3.3 Mexico - Market size and forecast 2025-2030
• 12.4 Europe - Market size and forecast 2025-2030
  • 12.4.1 Germany - Market size and forecast 2025-2030
  • 12.4.2 UK - Market size and forecast 2025-2030
  • 12.4.3 France - Market size and forecast 2025-2030
  • 12.4.4 The Netherlands - Market size and forecast 2025-2030
  • 12.4.5 Italy - Market size and forecast 2025-2030
  • 12.4.6 Spain - Market size and forecast 2025-2030
• 12.5 APAC - Market size and forecast 2025-2030
  • 12.5.1 China - Market size and forecast 2025-2030
  • 12.5.2 Japan - Market size and forecast 2025-2030
  • 12.5.3 India - Market size and forecast 2025-2030
  • 12.5.4 South Korea - Market size and forecast 2025-2030
  • 12.5.5 Australia - Market size and forecast 2025-2030
  • 12.5.6 Indonesia - Market size and forecast 2025-2030
• 12.6 South America - Market size and forecast 2025-2030
  • 12.6.1 Brazil - Market size and forecast 2025-2030
  • 12.6.2 Argentina - Market size and forecast 2025-2030
  • 12.6.3 Colombia - Market size and forecast 2025-2030
• 12.7 Middle East and Africa - Market size and forecast 2025-2030
  • 12.7.1 Saudi Arabia - Market size and forecast 2025-2030
  • 12.7.2 UAE - Market size and forecast 2025-2030
  • 12.7.3 South Africa - Market size and forecast 2025-2030
  • 12.7.4 Israel - Market size and forecast 2025-2030
  • 12.7.5 Turkey - Market size and forecast 2025-2030
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Exponential growth of renewable energy integration and resultant grid backlogs
  • Regulatory mandates and policy reforms for grid modernization
  • Technological advancements in predictive modeling and high-performance computing
• 13.2 Market challenges
  • Data fragmentation and absence of unified standardization protocols
  • Heightened cybersecurity risks and vulnerability of autonomous grid systems
  • Chronic scarcity of specialized talent and high cost of computational infrastructure
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Proliferation of digital twin environments for dynamic grid simulation and predictive impact analysis
  • Transition toward automated cluster-based methodologies for enhanced queue efficiency
  • Integration of AI-enabled grid-enhancing technologies to maximize existing infrastructure capacity

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 ANSYS Inc.
  • ANSYS Inc. - Overview
  • ANSYS Inc. - Business segments
  • ANSYS Inc. - Key offerings
  • ANSYS Inc. - Segment focus
  • SWOT
• 15.5 Camus Energy
  • Camus Energy - Overview
  • Camus Energy - Product / Service
  • Camus Energy - Key offerings
  • SWOT
• 15.6 Enverus Inc.
  • Enverus Inc. - Overview
  • Enverus Inc. - Product / Service
  • Enverus Inc. - Key offerings
  • SWOT
• 15.7 GE Vernova Inc.
  • GE Vernova Inc. - Overview
  • GE Vernova Inc. - Business segments
  • GE Vernova Inc. - Key offerings
  • GE Vernova Inc. - Segment focus
  • SWOT
• 15.8 Hitachi Energy Ltd.
  • Hitachi Energy Ltd. - Overview
  • Hitachi Energy Ltd. - Product / Service
  • Hitachi Energy Ltd. - Key offerings
  • SWOT
• 15.9 Kevala Technologies Inc.
  • Kevala Technologies Inc. - Overview
  • Kevala Technologies Inc. - Product / Service
  • Kevala Technologies Inc. - Key offerings
  • SWOT
• 15.10 Neara
  • Neara - Overview
  • Neara - Product / Service
  • Neara - Key offerings
  • SWOT
• 15.11 Pearl Street Technologies Inc.
  • Pearl Street Technologies Inc. - Overview
  • Pearl Street Technologies Inc. - Product / Service
  • Pearl Street Technologies Inc. - Key offerings
  • SWOT
• 15.12 PXiSE Energy Solutions
  • PXiSE Energy Solutions - Overview
  • PXiSE Energy Solutions - Product / Service
  • PXiSE Energy Solutions - Key offerings
  • SWOT
• 15.13 Resource Innovations
  • Resource Innovations - Overview
  • Resource Innovations - Product / Service
  • Resource Innovations - Key offerings
  • SWOT
• 15.14 REsurety Inc
  • REsurety Inc - Overview
  • REsurety Inc - Product / Service
  • REsurety Inc - Key offerings
  • SWOT
• 15.15 S and P Global Inc.
  • S and P Global Inc. - Overview
  • S and P Global Inc. - Business segments
  • S and P Global Inc. - Key offerings
  • S and P Global Inc. - Segment focus
  • SWOT
• 15.16 Schneider Electric SE
  • Schneider Electric SE - Overview
  • Schneider Electric SE - Business segments
  • Schneider Electric SE - Key news
  • Schneider Electric SE - Key offerings
  • Schneider Electric SE - Segment focus
  • SWOT
• 15.17 Siemens AG
  • Siemens AG - Overview
  • Siemens AG - Business segments
  • Siemens AG - Key news
  • Siemens AG - Key offerings
  • Siemens AG - Segment focus
  • SWOT
• 15.18 Wood Mackenzie
  • Wood Mackenzie - Overview
  • Wood Mackenzie - Product / Service
  • Wood Mackenzie - Key offerings
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations