VPP Aggregation Platform
The VPP aggregation platform is a virtual power plant management system developed by Sermatec Energy. It integrates decentralized energy storage resources on the industrial and commercial side and on the user side through cloud computing, the Internet of Things, artificial intelligence and other technical means. The Sermatec VPP aggregation platform can support the access of multi-regional virtual power plants. Each virtual power plant can access multiple power stations. It supports full-process online docking with the upstream virtual power plant dispatching platform, and accurately participates in ancillary services, demand response and other invitations through the use of dynamic strategies, thereby increasing user benefits.
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- 名称 参数
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Features
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▋ Product Architecture
▋ VPP Intelligent Algorithm Application
Model Processing
Technology
Machine Learning
Time Series Models
Cluster Analysis
Association Rule Mining
Deep Reinforcement Learning
Implementation of Multivariate Statistical Analysis
Scenario
Response Prediction
User Profile
Scheduling Strategy
Trading Simulation
Model
User Response Quality Evaluation
Demand Release Forecast
Multi-Scenario Load Power Consumption Forecasting
Response Volume Interval Prediction
Multi-Scenario Trading Strategy Simulation
Time-of-use Electricity Price Forecast
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▋ Application Areas
Sermatec Energy VPP aggregation platform is suitable for storage customers on the user side and the industrial and commercial side. The platform aggregates scattered energy storage resources and supports the participation in virtual power plant dispatching at all levels of provinces and cities. It can control the charging and discharging power of energy storage equipment to balance the operating pressure of the power grid within a specific time. The VPP aggregation platform is mainly used in auxiliary power grid peak shaving and valley filling, secondary frequency regulation and other scenarios.
▋ System Features
1. Online process management: The full process interface with the upstream operation platform is connected, and process management does not require offline operation.
2. Intelligent decision-making assistance: Use self-developed algorithms to make intelligent judgments on task distribution, invitation splitting, execution success rate, etc., greatly improving decision-making processing efficiency.
3. Multiple response strategies: A variety of response strategies are available, such as on-demand call, sequential call, or multiple stations divided equally according to a certain proportion
4. Multiple docking methods: Data interaction supports two technical methods: "cloud-to-cloud interconnection" and "cloud-edge interconnection". Cloud-edge interconnection: The VPP aggregation platform supports communication with EMS of different manufacturers, and data is transmitted in seconds. Cloud-to-cloud interconnection: The VPP aggregation platform supports cloud-to-cloud docking with third-party cloud platforms, and data is transmitted in seconds.
Technical Parameters
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