emflow

โ–ถ๏ธ Introduction

  • Introduction
  • Purpose
  • Features
  • Installation
  • Contributing
  • Support and Contact

๐Ÿชœ 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 Agentsโ€™ Policies
  • Step 7: Run the Simulated Environment
  • Conclusion

๐Ÿ“ Notebook Examples

  • Notebook title
  • HEFTCom2024
  • Temperature Autoregression โ€” a leak-free evaluation walkthrough

๐Ÿ”‹ Assets

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

๐Ÿ—„๏ธ Data

  • Field
  • Dataset
  • DataFeed

๐Ÿงฉ Problems

  • Problem
  • IssueSchedule
  • Metrics
  • Objective
  • Registry

๐ŸŒ Environments

  • ForecastEnv
  • TradingEnv

๐Ÿงฎ Features

  • Feature specs
  • Materialize

๐Ÿ“ฆ Spaces

  • DataFrameSpace

๐Ÿค– Models

  • Model
  • Simulator
  • Predictor
  • Optimizer
  • Agent

โ™ป๏ธ Runs

  • Experiment
  • Result
  • Analyzers
  • Verifier
emflow
  • Overview: module code

All modules for which code is available

  • emflow.data.dataset
  • emflow.data.feed
  • emflow.data.field
  • emflow.envs.forecast
  • emflow.envs.trading
  • emflow.features.materialize
  • emflow.features.spec
  • emflow.models.agent
  • emflow.models.model
  • emflow.models.optimizer
  • emflow.models.predictor
  • emflow.models.simulator
  • emflow.problems.metrics
  • emflow.problems.objective
  • emflow.problems.problem
  • emflow.problems.registry
  • emflow.problems.schedule
  • emflow.run.analyzers
  • emflow.run.experiment
  • emflow.run.result
  • emflow.run.verifier
  • emflow.spaces.dataframe
  • energydatamodel.area
  • energydatamodel.asset
  • energydatamodel.bases
  • energydatamodel.battery
  • energydatamodel.containers
  • energydatamodel.heatpump
  • energydatamodel.hydro
  • energydatamodel.solar
  • energydatamodel.wind
  • timedatamodel.timeseries

© Copyright 2024, Sebastian Haglund.

Built with Sphinx using a theme provided by Read the Docs.