Integrated transportation and power systems modeling
Here is another interesting piece of work I was doing over the past three years with Dominik Ascher: Integrated transportation and power systems modeling to hel...
Posts tagged #dynamic-programming
Teaser: Smart Traffic Control
Besides our original topics such as distributed and smart fride control we have worked on another interesting issue: Smart traffic control. By smart traffic con...
3D Trace Visualization
To better understand the behavior space and its heuristic exploration using our tool Xtream we developed a proprietary 3D visualization. The visualization shows...
Guided Behavior Space Exploration
Previously, our results showed that we are able to generate high quality goal-oriented behavior for models including up to 20 components. This article demonstra...
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...
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...