Model Predictive Control Implementation for BESS

implementationChallenge

Prompt Content

Implement a Model Predictive Control (MPC) algorithm for a single data center BESS. Your MPC should optimize charge/discharge schedules based on forecasted grid signals (e.g., frequency setpoints, price signals), data center load forecasts, and battery state-of-charge constraints. Use an optimization framework like CVXPY or Gurobi. Explain your objective function and constraints.

Try this prompt

Open the workspace to execute this prompt with free credits, or use your own API keys for unlimited usage.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations