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
  • Overview: module code

All modules for which code is available

  • emflow.experiments.experiment
  • emflow.models.agent
  • emflow.models.model
  • emflow.models.optimizer
  • emflow.models.predictor
  • emflow.models.simulator
  • emflow.problems.dataset
  • emflow.problems.environment
  • emflow.problems.objective
  • emflow.spaces.base
  • emflow.spaces.input
  • emflow.spaces.output
  • energydatamodel.asset
  • energydatamodel.bases
  • energydatamodel.battery
  • energydatamodel.containers
  • energydatamodel.heatpump
  • energydatamodel.hydro
  • energydatamodel.solar
  • energydatamodel.wind
  • timedatamodel.timeseries

© Copyright 2024, Sebastian Haglund.

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