Utilizing the TRUBA environment enabled Parabol to have a faster R&D cycle and continue their first case study related to origin-destination analysis. They have used those results to get optimal timetables for each route governed by different terminals. However, optimizing PT services and exploring passenger mobility requires handling large amounts of data, solving complex combinatorial...
As the cost of energy increases one has to spend it more efficiently to obtain sustainability. Also, net carbon zero energy production is another aspect of sustainability. On top of these two, recycling water is becoming more and more important and hence the water treatment facilities. EYS is already a manufacturer of rugged and robust...
Şişecam fabricates glass products using custom-made furnaces. They use a simulation code written some decades ago that traces the glass particles inside the furnace. In a nutshell, the longer the particles stay inside the furnace, the better the quality of the product. To achieve this, they need to perform simulations with many particles...
Erste is working on two international manufacturing projects. They require Anomaly Detection and Predictive Maintenance models trained on a huge amount of data. The company is highly fluent in front- and back-end development; the R&D team was developing prediction and classification algorithms to reduce the maintenance cost and downtime of the press machines used...
Parabol has been developing a PT analysis platform (cermoni.app) to analyze the passengers' boarding data and the vehicles' GPS location data collected from a PT system. Currently, it performs spatiotemporal processing and analysis on the PT data, around 10M rows per month. Moreover, the PT accessibility analysis should be performed by finding activity regions for...
This project addresses the problem of large-scale real-time image-based content moderation. The system is deployed to a production environment where tens of thousands of users browse the internet daily. The system must be both accurate and run in real-time to meet the business requirements. Moreover, the model size must be small so that multiple copies...
The reliable weather research and forecast heavily rely on the choice of the model physics options. There are multiple physics options in the WRF model that should be tested in a combinational manner to improve the forecasts. The weather events are chaotic by nature, and any physic option may be time and domain-specific thus have...
Dynamic systems should be optimised using a simulation and optimisation framework to find out design parameters without using a blind-search approach. DSTECH intended to optimise geometrical specifications of a previously patented slot-baffle design for the enhancement of the efficiency of a disinfection contact system. Specifications of the slot-baffle design need to be optimised considering single...
One of the most popular products that Nanografi specializes in is graphene- and graphene oxide-enhanced polymer composites. Their protocol is based on a “synthesize-test-improve” with a lot of the human resources spent in the trial-and-error stages to develop the composite with the best mechanical properties. Since there are a large number of parameters that potentially...
