emflow

▶️ Introduction

Introduction
Purpose
Features
Installation
Contributing
Support and Contact

🪜 Walkthrough

Walkthrough of the emflow framework
Step 1: Define Your Energy Assets
Step 2: Specify Dynamic State Variables
Step 3: Define Action Variables
Step 4: Create the Environment
Step 5: Establish the Objective Function
Step 6: Design Agents’ Policies
Step 7: Run the Simulated Environment
Conclusion

📝 Notebook Examples

Notebook title
HEFTCom2024
Temperature Autoregression — a leak-free evaluation walkthrough

🔋 Assets

Base
Geospatial
Timeseries
Solar
Wind
Battery
Hydro
Heatpump
Power Grid
Energy Collection

🧩 Problems

Dataset
Environment
Objective

📦 Spaces

Base Space
Input Space
Output Space

🤖 Models

Model
Simulator
Predictor
Optimizer
Agent

♻️ Experiments

Experiment
Benchmark
Scenario

emflow

Timeseries
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Timeseries

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© Copyright 2024, Sebastian Haglund.

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