Open Source Projects (开源项目)

Here are some of my featured open-source projects on GitHub. I focus on Energy AI, Time Series Forecasting, and Agent-based Systems.

🌟 Featured Projects

1. Virtual-power-plants

虚拟电厂优化调度方案验证（内置求解器）

• Description: A comprehensive simulation and optimization framework for Virtual Power Plants (VPP). It includes modules for subnode editing, scheduling scheme generation, and market participation modeling.
• Key Features:
  • Optimization Solver: Built-in solver for complex dispatch problems.
  • Scenario Simulation: Supports various market participation forms and objective functions.
  • Constraints Modeling: Detailed modeling of operational constraints.
• Tech Stack: C++

• Stats: ⭐ 16

  🍴 5

2. mHC-iTransformer

New Time Series SOTA based on DeepSeek’s mHC Architecture

• Description: Based on the mHC (Multi-Head Convolution) architecture proposed by DeepSeek, this project enhances the existing iTransformer model.
• Innovation: Replaces and updates the residual links of the original iTransformer to achieve state-of-the-art (SOTA) performance in time series forecasting tasks.
• Tech Stack: Python

• Stats: ⭐ 16

  🍴 1

3. energy-system-agent

Natural Language Interaction for Energy System Modeling

• Description: An agent engineering project designed to facilitate energy system modeling through natural language interaction.
• Integration: Leverages LangChain for agent orchestration and oemof.solph (Open Energy Modelling Framework) for energy system optimization.
• Goal: Lowers the barrier to entry for building complex energy models by allowing users to describe systems in plain text.
• Tech Stack: Python

4. ArXiv-CS-weekly

Computer Science Research Weekly

• Description: A curated weekly update of Computer Science papers from arXiv.
• Schedule: Updated every Thursday (每周四更新).
• Focus: Tracks the latest trends and breakthroughs in CS research.

For more projects, please visit my GitHub Profile.