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The simulator MiniDES is a lightweight framework to run discrete simulations of resource objects in Python. It it allows for synchronized time progress on arbitrary resource sets and incorporates queries to ease control and post-processing. It was developed to run simulations of the price and energy layer of community controlled distributed assets in power systems and can easily be coupled with OpenDSS to post hoc include power flow simulation.

License: Other

HTML 41.79% Jupyter Notebook 58.21%

minides's Introduction

MiniDES

commtree

The lightweight Discrete-Energy-Simulator (DES) is a basic framework to model distributed energy resources, allowing synchronized time progress on arbitrary resource sets and incorporating queries to ease control and post-processing. Communities are built bottom up as a collection of resource sets/subsets to enable modular and customizable simulation setups. The entire framework resides within a jupyter notebook.

  • object-oriented python3 + numpy for fast in-mem postprocessing
  • customizable resource models of flexible spatiotemporal resolution
  • start modeling by extending the template examples (case study is more extensive)
  • all open-source (MIT)

The structure of the framework is outlined in the Wiki. The Wiki describes the workflow and explains the existing models/resources, accompanied by multiple examples. Simulations regarding electrical power flow rather than energy balances (used in this tool), are conducted via file import/export to OpenDSS.

Install

There are no installation requirements beside a functional jupyter notebook based on python 3. The template is also available in template.hmtl to preview simulated examples.

The following paper accommodates the work:

MiniDES - Lightweight Simulation Framework for interconnected renweable resources

minides's People

Contributors

jsschl avatar

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