1.1. Research Objective
1.2. Scope of the Study
1.3. Definition
2.1. Research Approach
2.2. Data Sources
2.3. Assumptions & Limitations
3.1. Market Snapshot
4.1. Introduction
4.2. Market Classification and Scope
4.3. Industry Value Chain Analysis
4.3.1. Raw Material Procurement Analysis
4.3.2. Sales and Distribution Channel Analysis
4.3.3. Downstream Buyer Analysis
5.1. COVID-19 Landscape: Electricity Demand and Supply Forecasting Solutions Industry Impact
5.2. COVID 19 - Impact Assessment for the Industry
5.3. COVID 19 Impact: Global Major Government Policy
5.4. Market Trends and Opportunities in the COVID-19 Landscape
6.1. Market Dynamics
6.1.1. Market Drivers
6.1.2. Market Restraints
6.1.3. Market Opportunities
6.2. Porter’s Five Forces Analysis
6.2.1. Bargaining power of suppliers
6.2.2. Bargaining power of buyers
6.2.3. Threat of substitute
6.2.4. Threat of new entrants
6.2.5. Degree of competition
7.1.1. Company Market Share/Positioning Analysis
7.1.2. Key Strategies Adopted by Players
7.1.3. Vendor Landscape
7.1.3.1. List of Suppliers
7.1.3.2. List of Buyers
8.1. Electricity Demand and Supply Forecasting Solutions Market, by Solution Type
8.1.1. Load / Demand Forecasting
8.1.1.1. Market Revenue and Forecast
8.1.2. Renewable Generation Forecasting
8.1.2.1. Market Revenue and Forecast
8.1.3. Supply & Resource Forecasting
8.1.3.1. Market Revenue and Forecast
8.1.4. Price & Market Forecasting
8.1.4.1. Market Revenue and Forecast
8.1.5. Integrated Forecasting Suites
8.1.5.1. Market Revenue and Forecast
9.1. Electricity Demand and Supply Forecasting Solutions Market, by Deployment Mode
9.1.1. On-Premise / Edge Deployments
9.1.1.1. Market Revenue and Forecast
9.1.2. Cloud / SaaS Platforms
9.1.2.1. Market Revenue and Forecast
9.1.3. Managed Forecasting Services (Forecasting-as-a-Service)
9.1.3.1. Market Revenue and Forecast
10.1. Electricity Demand and Supply Forecasting Solutions Market, by End-User
10.1.1. Transmission System Operators (TSOs)
10.1.1.1. Market Revenue and Forecast
10.1.2. Distribution System Operators (DSOs)
10.1.2.1. Market Revenue and Forecast
10.1.3. Utilities & Energy Providers
10.1.3.1. Market Revenue and Forecast
10.1.4. Renewable Asset Owners (Wind, Solar)
10.1.4.1. Market Revenue and Forecast
10.1.5. Aggregators & Virtual Power Plant Operators
10.1.5.1. Market Revenue and Forecast
11.1. Electricity Demand and Supply Forecasting Solutions Market, by Application
11.1.1. Grid Operations & Balancing
11.1.1.1. Market Revenue and Forecast
11.1.2. Unit Commitment & Dispatch Optimization
11.1.2.1. Market Revenue and Forecast
11.1.3. Trading & Market Bidding
11.1.3.1. Market Revenue and Forecast
11.1.4. Distributed Energy Resource (DER) Forecasting
11.1.4.1. Market Revenue and Forecast
11.1.5. Capacity Planning & Resource Adequacy
11.1.5.1. Market Revenue and Forecast
12.1. North America
12.1.1. Market Revenue and Forecast, by Solution Type
12.1.2. Market Revenue and Forecast, by Deployment Mode
12.1.3. Market Revenue and Forecast, by End-User
12.1.4. Market Revenue and Forecast, by Application
12.1.5. U.S.
12.1.5.1. Market Revenue and Forecast, by Solution Type
12.1.5.2. Market Revenue and Forecast, by Deployment Mode
12.1.5.3. Market Revenue and Forecast, by End-User
12.1.5.4. Market Revenue and Forecast, by Application
12.1.6. Rest of North America
12.1.6.1. Market Revenue and Forecast, by Solution Type
12.1.6.2. Market Revenue and Forecast, by Deployment Mode
12.1.6.3. Market Revenue and Forecast, by End-User
12.1.6.4. Market Revenue and Forecast, by Application
12.2. Europe
12.2.1. Market Revenue and Forecast, by Solution Type
12.2.2. Market Revenue and Forecast, by Deployment Mode
12.2.3. Market Revenue and Forecast, by End-User
12.2.4. Market Revenue and Forecast, by Application
12.2.5. UK
12.2.5.1. Market Revenue and Forecast, by Solution Type
12.2.5.2. Market Revenue and Forecast, by Deployment Mode
12.2.5.3. Market Revenue and Forecast, by End-User
12.2.5.4. Market Revenue and Forecast, by Application
12.2.6. Germany
12.2.6.1. Market Revenue and Forecast, by Solution Type
12.2.6.2. Market Revenue and Forecast, by Deployment Mode
12.2.6.3. Market Revenue and Forecast, by End-User
12.2.6.4. Market Revenue and Forecast, by Application
12.2.7. France
12.2.7.1. Market Revenue and Forecast, by Solution Type
12.2.7.2. Market Revenue and Forecast, by Deployment Mode
12.2.7.3. Market Revenue and Forecast, by End-User
12.2.7.4. Market Revenue and Forecast, by Application
12.2.8. Rest of Europe
12.2.8.1. Market Revenue and Forecast, by Solution Type
12.2.8.2. Market Revenue and Forecast, by Deployment Mode
12.2.8.3. Market Revenue and Forecast, by End-User
12.2.8.4. Market Revenue and Forecast, by Application
12.3. APAC
12.3.1. Market Revenue and Forecast, by Solution Type
12.3.2. Market Revenue and Forecast, by Deployment Mode
12.3.3. Market Revenue and Forecast, by End-User
12.3.4. Market Revenue and Forecast, by Application
12.3.5. India
12.3.5.1. Market Revenue and Forecast, by Solution Type
12.3.5.2. Market Revenue and Forecast, by Deployment Mode
12.3.5.3. Market Revenue and Forecast, by End-User
12.3.5.4. Market Revenue and Forecast, by Application
12.3.6. China
12.3.6.1. Market Revenue and Forecast, by Solution Type
12.3.6.2. Market Revenue and Forecast, by Deployment Mode
12.3.6.3. Market Revenue and Forecast, by End-User
12.3.6.4. Market Revenue and Forecast, by Application
12.3.7. Japan
12.3.7.1. Market Revenue and Forecast, by Solution Type
12.3.7.2. Market Revenue and Forecast, by Deployment Mode
12.3.7.3. Market Revenue and Forecast, by End-User
12.3.7.4. Market Revenue and Forecast, by Application
12.3.8. Rest of APAC
12.3.8.1. Market Revenue and Forecast, by Solution Type
12.3.8.2. Market Revenue and Forecast, by Deployment Mode
12.3.8.3. Market Revenue and Forecast, by End-User
12.3.8.4. Market Revenue and Forecast, by Application
12.4. MEA
12.4.1. Market Revenue and Forecast, by Solution Type
12.4.2. Market Revenue and Forecast, by Deployment Mode
12.4.3. Market Revenue and Forecast, by End-User
12.4.4. Market Revenue and Forecast, by Application
12.4.5. GCC
12.4.5.1. Market Revenue and Forecast, by Solution Type
12.4.5.2. Market Revenue and Forecast, by Deployment Mode
12.4.5.3. Market Revenue and Forecast, by End-User
12.4.5.4. Market Revenue and Forecast, by Application
12.4.6. North Africa
12.4.6.1. Market Revenue and Forecast, by Solution Type
12.4.6.2. Market Revenue and Forecast, by Deployment Mode
12.4.6.3. Market Revenue and Forecast, by End-User
12.4.6.4. Market Revenue and Forecast, by Application
12.4.7. South Africa
12.4.7.1. Market Revenue and Forecast, by Solution Type
12.4.7.2. Market Revenue and Forecast, by Deployment Mode
12.4.7.3. Market Revenue and Forecast, by End-User
12.4.7.4. Market Revenue and Forecast, by Application
12.4.8. Rest of MEA
12.4.8.1. Market Revenue and Forecast, by Solution Type
12.4.8.2. Market Revenue and Forecast, by Deployment Mode
12.4.8.3. Market Revenue and Forecast, by End-User
12.4.8.4. Market Revenue and Forecast, by Application
12.5. Latin America
12.5.1. Market Revenue and Forecast, by Solution Type
12.5.2. Market Revenue and Forecast, by Deployment Mode
12.5.3. Market Revenue and Forecast, by End-User
12.5.4. Market Revenue and Forecast, by Application
12.5.5. Brazil
12.5.5.1. Market Revenue and Forecast, by Solution Type
12.5.5.2. Market Revenue and Forecast, by Deployment Mode
12.5.5.3. Market Revenue and Forecast, by End-User
12.5.5.4. Market Revenue and Forecast, by Application
12.5.6. Rest of LATAM
12.5.6.1. Market Revenue and Forecast, by Solution Type
12.5.6.2. Market Revenue and Forecast, by Deployment Mode
12.5.6.3. Market Revenue and Forecast, by End-User
12.5.6.4. Market Revenue and Forecast, by Application
13.1. ABB Ltd
13.1.1. Company Overview
13.1.2. Product Offerings
13.1.3. Financial Performance
13.1.4. Recent Initiatives
13.2. Eaton Corporation PLC
13.2.1. Company Overview
13.2.2. Product Offerings
13.2.3. Financial Performance
13.2.4. Recent Initiatives
13.3. General Electric
13.3.1. Company Overview
13.3.2. Product Offerings
13.3.3. Financial Performance
13.3.4. Recent Initiatives
13.4. Hitachi Energy / Hitachi, Ltd
13.4.1. Company Overview
13.4.2. Product Offerings
13.4.3. Financial Performance
13.4.4. Recent Initiatives
13.5. Honeywell International Inc
13.5.1. Company Overview
13.5.2. Product Offerings
13.5.3. Financial Performance
13.5.4. Recent Initiatives
13.6. Itron Inc.
13.6.1. Company Overview
13.6.2. Product Offerings
13.6.3. Financial Performance
13.6.4. Recent Initiatives
13.7. Mitsubishi Electric Corporation
13.7.1. Company Overview
13.7.2. Product Offerings
13.7.3. Financial Performance
13.7.4. Recent Initiatives
13.8. Schneider Electric SE
13.8.1. Company Overview
13.8.2. Product Offerings
13.8.3. Financial Performance
13.8.4. Recent Initiatives
13.9. Siemens AG
13.9.1. Company Overview
13.9.2. Product Offerings
13.9.3. Financial Performance
13.9.4. Recent Initiatives
13.10. Abbott
13.10.1. Company Overview
13.10.2. Product Offerings
13.10.3. Financial Performance
13.10.4. Recent Initiatives
14.1. Primary Research
14.2. Secondary Research
14.3. Assumptions
15.1. About Us
15.2. Glossary of Terms
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