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
  • Solar
  • Wind
  • Battery
  • Hydro
  • Heatpump
  • Power Grid
  • Energy Collection

🗄️ Data

  • Field
  • Dataset
  • DataFeed

🧩 Problems

  • Problem
  • IssueSchedule
  • Metrics
  • Objective
  • Registry

🌍 Environments

  • ForecastEnv
  • TradingEnv

🧮 Features

  • Feature specs
  • Materialize

📦 Spaces

  • DataFrameSpace

🤖 Models

  • Model
  • Simulator
  • Predictor
  • Optimizer
  • Agent

♻️ Runs

  • Experiment
  • Result
  • Analyzers
  • Verifier
emflow
  • Search

© Copyright 2024, Sebastian Haglund.

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