Machine Learning: Model and Trace
The machine learning approach is progressing: This article provides a glance into one of our machine learning models as well as behavior after training. The res...
Digital Log
Computer Science Blog
Insights, development logs, sketches, and tutorials covering ultimate usability design, graphics engine development, software systems, and mechatronics workbench engineering.
🏷️ Tags
🔍
Collective Learning - A New Approach
In the past weeks we have been working on a first prototype for collective learning. The idea behind the approach is to make individuals collaborate with respec...
Getting Closer to Actual Balance
After extending our models and testing our tool chain we finally get some results that are really close to actual balance. The results are an important step tow...
Meet EnergyCity - A Virtual Testbed for Smartness
To smooth the way for smart energy systems we have been working on a virtual testbed for deploying and testing control strategies: EnergyCity. This article show...
Using Energy Storage
After adding the powerhouse in the previous example we now integrate a model of energy storage components into the picture. This first study explores the behavi...
Optimizing Powerhouse Control
To meet the hard power balance contraint the use of conventional power plants and powerhouses is probably inevitable even in a smart grid. For this reason we ex...
Sample System Model (Graph Output)
To demonstrate the models we are working with here is some sample output from our tool. The engine transforms structural model information in a custom graph for...
True Emergent Refrigerator Behavior
We are moving towards larger scale problems! In the past we worked on modeling, optimizing and exploring behavior of up to 20 refrigerators. Computational bound...
Visualization Studio for Systems Engineers
Seeing is understanding. This is especially true when engineering the structure and behavior of complex systems. Understanding whatever models you built is the ...
How to Scale Refrigerator Powering Strategies
When it comes to an array of heterogeneous refrigerators, control optimization becomes a real challenge. In this article I demonstrate how a possible strategy c...