Advanced Topics

Whereas the Fundamental Topics provided a broad overview of co-simulation and a good step-by-step introduction to setting up a HELICS co-simulation, the Advanced Topics section assumes you, the reader, have a familiarity and experience with running HELICS co-simulations. If that’s not the case, it’s well worth your while to go review the Fundamental Topics and corresponding examples. In this section it will be assumed you know things like:

  • The difference between value and message passing in HELICS
  • How to configure HELICS federate appropriately
  • Familiarity with the common HELICS APIs (e.g. requesting time, getting subscribed values, publishing values)
  • Experience running HELICS co-simulations

The Advanced Topics section will dig into specific features of HELICS that are less commonly used but can be very useful in particular situations. Each section below provides a description of the feature, what it does, the kind of use case that might utilize it, and then links to examples that demonstrate an implementation. Its important to note that there are many other HELICS features and APIs not demonstrated here that can also be useful. As they say in academia, we’ll leave it as an exercise to the reader to discover these. (Hint: The API references and the Configuration Options Reference are good starting points to see what’s out there in the broader HELICS world.)

The Advanced Topics will cover:

  • Multi-Source Inputs - Using inputs (rather than subscriptions) can accept value signals from multiple sources. This section discusses the various tools HELICS provides for managing how to handle/resolve what can be conflicting or inconsistent signal data.
  • Architectures - Introduction to different ways to connect federates, cores, and brokers to manage efficient passing of signals in a co-simulation
  • Queries - How queries can be used to get information on HELICS brokers, federates, and cores
  • API Webserver - How to interact with a running co-simulation using queries
  • Cores - Discussion of the different types of message-passing buses and their implementation as HELICS cores
  • Multiple Brokers
    • Connecting Multiple Core Types (Multi-Protocol Broker) What to do when one type of communication isn’t sufficient. TDH: I’ve already referenced the multi-broker example in The only content in this file that isn’t in the example is the “Limitations” section.
    • Broker Hierarchies - Purpose of broker hierarchies and how to configure a HELICS co-simulation to implement one.
  • Simultaneous co-simulations - Options for running multiple independent co-simulations on a single system
  • Orchestration Tool (Merlin) Brief guide on using Merlin to handle situations where a HELICS co-simulation is just one step in an automated analysis process (e.g. uncertainty quantification) or where assistance is needed deploying a large co-simulation in an HPC environment.