부하 예측 플랫폼 시장(2021-2025년)

The global load forecasting platforms market is forecasted to grow by USD 4133.1 mn during 2020-2030, accelerating at a CAGR of 17.9% during the forecast period. The report on the global load forecasting platforms 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 proliferation of intermittent renewable energy integration, surge in electrification of transportation and industrial sectors, advancements in ai and ml for grid management.

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 load forecasting platforms market is segmented as below:

By Technology

• AI
• Hybrid physics-informed
• Statistical and time-series models
• Probabilistic and ensemble methods
• Others

By Application

• Renewable energy integration
• Grid optimization
• Energy management
• Peak load management
• Others

By Component

• Software
• Services

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
• 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 shift toward hyper-local meteorological integration and edge intelligence as one of the prime reasons driving the global load forecasting platforms market growth during the next few years. Also, decentralization and rise of prosumer-driven demand response models and transition toward probabilistic forecasting and quantum-inspired computational models will lead to sizable demand in the market.

The report on the global load forecasting platforms market covers the following areas:

• Global load forecasting platforms market sizing
• Global load forecasting platforms market forecast
• Global load forecasting platforms 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 load forecasting platforms market vendors that include Camus Energy, DNV Group AS, Energy Toolbase, Envision Group, ETAP Operation Technology Inc., GE Vernova Inc., GridX Inc., Hitachi Energy India Ltd., IBM Corp., Innowatts Inc., Itron Inc., Kevala Technologies Inc., LCP Delta, Next Kraftwerke GmbH, Oracle Corp., QuantRisk, SAS Institute Inc., Schneider Electric SE, Siemens AG, Uplight Inc.. Also, the global load forecasting platforms 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 Technology
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by Component
  • 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 2020
• 4.4 Market outlook: Forecast for 2020-2030

5 Historic Market Size

• 5.1 Global Load Forecasting Platforms Market 2020 - 2024
  • Historic Market Size - Data Table on Global Load Forecasting Platforms Market 2020 - 2024 ($ million)
• 5.2 Technology segment analysis 2020 - 2024
  • Historic Market Size - Technology Segment 2020 - 2024 ($ million)
• 5.3 Application segment analysis 2020 - 2024
  • Historic Market Size - Application Segment 2020 - 2024 ($ million)
• 5.4 Component segment analysis 2020 - 2024
  • Historic Market Size - Component 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 AI on Global Load Forecasting Platforms Market
• 6.2 Impact of geopolitical conflicts on Global Load Forecasting Platforms Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2020 and 2030
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2020 and 2030
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2020 and 2030
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2020 and 2030
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2020 and 2030
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2020 and 2030
• 7.7 Market condition

8 Market Segmentation by Technology

• 8.1 Market segments
• 8.2 Comparison by Technology
• 8.3 AI - Market size and forecast 2020-2030
• 8.4 Hybrid physics-informed - Market size and forecast 2020-2030
• 8.5 Statistical and time-series models - Market size and forecast 2020-2030
• 8.6 Probabilistic and ensemble methods - Market size and forecast 2020-2030
• 8.7 Others - Market size and forecast 2020-2030
• 8.8 Market opportunity by Technology
  • Market opportunity by Technology ($ million)

9 Market Segmentation by Application

• 9.1 Market segments
• 9.2 Comparison by Application
• 9.3 Renewable energy integration - Market size and forecast 2020-2030
• 9.4 Grid optimization - Market size and forecast 2020-2030
• 9.5 Energy management - Market size and forecast 2020-2030
• 9.6 Peak load management - Market size and forecast 2020-2030
• 9.7 Others - Market size and forecast 2020-2030
• 9.8 Market opportunity by Application
  • Market opportunity by Application ($ million)

10 Market Segmentation by Component

• 10.1 Market segments
• 10.2 Comparison by Component
• 10.3 Software - Market size and forecast 2020-2030
• 10.4 Services - Market size and forecast 2020-2030
• 10.5 Market opportunity by Component
  • Market opportunity by Component ($ 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 2020-2030
  • 12.3.1 US - Market size and forecast 2020-2030
  • 12.3.2 Canada - Market size and forecast 2020-2030
  • 12.3.3 Mexico - Market size and forecast 2020-2030
• 12.4 Europe - Market size and forecast 2020-2030
  • 12.4.1 Germany - Market size and forecast 2020-2030
  • 12.4.2 UK - Market size and forecast 2020-2030
  • 12.4.3 France - Market size and forecast 2020-2030
  • 12.4.4 Italy - Market size and forecast 2020-2030
  • 12.4.5 Spain - Market size and forecast 2020-2030
  • 12.4.6 The Netherlands - Market size and forecast 2020-2030
• 12.5 APAC - Market size and forecast 2020-2030
  • 12.5.1 China - Market size and forecast 2020-2030
  • 12.5.2 Japan - Market size and forecast 2020-2030
  • 12.5.3 India - Market size and forecast 2020-2030
  • 12.5.4 South Korea - Market size and forecast 2020-2030
  • 12.5.5 Australia - Market size and forecast 2020-2030
  • 12.5.6 Indonesia - Market size and forecast 2020-2030
• 12.6 South America - Market size and forecast 2020-2030
  • 12.6.1 Brazil - Market size and forecast 2020-2030
  • 12.6.2 Argentina - Market size and forecast 2020-2030
  • 12.6.3 Colombia - Market size and forecast 2020-2030
• 12.7 Middle East and Africa - Market size and forecast 2020-2030
  • 12.7.1 Saudi Arabia - Market size and forecast 2020-2030
  • 12.7.2 UAE - Market size and forecast 2020-2030
  • 12.7.3 South Africa - Market size and forecast 2020-2030
  • 12.7.4 Turkey - Market size and forecast 2020-2030
  • 12.7.5 Israel - Market size and forecast 2020-2030
• 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
  • Proliferation of intermittent renewable energy integration
  • Surge in electrification of transportation and industrial sectors
  • Advancements in AI and ML for grid management
• 13.2 Market challenges
  • Data privacy concerns and escalation of cybersecurity threats
  • Interoperability hurdles and persistence of legacy infrastructure
  • Substantial financial outlays and resource limitations for implementation
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2020 and 2030
• 13.4 Market opportunities
  • Shift toward hyper-local meteorological integration and edge intelligence
  • Decentralization and rise of prosumer-driven demand response models
  • Transition toward probabilistic forecasting and quantum-inspired computational models

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 Camus Energy
  • Camus Energy - Overview
  • Camus Energy - Product / Service
  • Camus Energy - Key offerings
  • SWOT
• 15.5 DNV Group AS
  • DNV Group AS - Overview
  • DNV Group AS - Product / Service
  • DNV Group AS - Key offerings
  • SWOT
• 15.6 Envision Group
  • Envision Group - Overview
  • Envision Group - Product / Service
  • Envision Group - Key offerings
  • SWOT
• 15.7 ETAP Operation Technology Inc.
  • ETAP Operation Technology Inc. - Overview
  • ETAP Operation Technology Inc. - Product / Service
  • ETAP Operation Technology Inc. - Key offerings
  • SWOT
• 15.8 GE Vernova Inc.
  • GE Vernova Inc. - Overview
  • GE Vernova Inc. - Business segments
  • GE Vernova Inc. - Key offerings
  • GE Vernova Inc. - Segment focus
  • SWOT
• 15.9 Hitachi Energy India Ltd.
  • Hitachi Energy India Ltd. - Overview
  • Hitachi Energy India Ltd. - Product / Service
  • Hitachi Energy India Ltd. - Key offerings
  • SWOT
• 15.10 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 15.11 Innowatts Inc.
  • Innowatts Inc. - Overview
  • Innowatts Inc. - Product / Service
  • Innowatts Inc. - Key offerings
  • SWOT
• 15.12 Itron Inc.
  • Itron Inc. - Overview
  • Itron Inc. - Business segments
  • Itron Inc. - Key news
  • Itron Inc. - Key offerings
  • Itron Inc. - Segment focus
  • SWOT
• 15.13 Kevala Technologies Inc.
  • Kevala Technologies Inc. - Overview
  • Kevala Technologies Inc. - Product / Service
  • Kevala Technologies Inc. - Key offerings
  • SWOT
• 15.14 Oracle Corp.
  • Oracle Corp. - Overview
  • Oracle Corp. - Business segments
  • Oracle Corp. - Key news
  • Oracle Corp. - Key offerings
  • Oracle Corp. - Segment focus
  • SWOT
• 15.15 SAS Institute Inc.
  • SAS Institute Inc. - Overview
  • SAS Institute Inc. - Product / Service
  • SAS Institute Inc. - Key offerings
  • 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 Uplight Inc.
  • Uplight Inc. - Overview
  • Uplight Inc. - Product / Service
  • Uplight Inc. - 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