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Elevating Test Data Quality Checks with StellarAi

In the dynamic landscape of automotive testing, data integrity is paramount for meaningful insights. This week, we delve into the nuances of data quality checks, specifically concerning automotive test data sourced from Engine/Chassis Dynos, Vehicle ECUs, Sensors, and external measurement instrument...

04.01.24 02:38 PM - Comment(s)
Intelligent Reporting with StellarAi

Data analysis often falls short of its intended value unless it's documented in a report. Traditionally, the process of analyzing data and preparing a report involves separate, time-consuming activities. Engineers find themselves toggling between different software platforms—one for data analysis an...

16.12.23 10:38 AM - Comment(s)
Effective Collaborations and Faster Decisions with StellarAi

In the present scenario of Automotive Test Data Analytics, a wide variety of software platforms are available that help Users perform the various processes required to analyze their Data. Solutions are available for a range of use cases and problem statements. However, one functionality which still ...

09.12.23 01:09 PM - Comment(s)
Streamlined Vehicle Benchmarking with StellarAi

Benchmarking stands as a conventional practice in the automotive industry, serving as a vital tool for OEMs to discern how their products measure up against competitors and to gain critical insights on market dynamics. Traditionally, the evaluation of vehicles leaned heavily on the mechanical aspect...

02.12.23 01:37 PM - Comment(s)
Integrating Test Management and Data Analytics for Automotive Testing


In the ever-evolving landscape of automotive development, engineers often grapple with numerous challenges, from analyzing test data to managing resources and ensuring seamless inter-departmental coordination. These hurdles can result in delays during the vehicle development cycle. ...
24.11.23 01:06 PM - Comment(s)
Centralized DBC Management

The contemporary landscape of software-defined vehicles has given rise to increasingly complex vehicle E/E architectures. Such an environment makes it critical to ensure that the database container (DBC) files for each architecture are managed, made accessible and also safeguarded at the same time. ...

24.11.23 01:06 PM - Comment(s)
Streamlining Network Analysis with StellarAi


Analysis and managing of post recorded CAN / CAN-FD message logs isn't everyone's cup of tea and requires skilled professionals. CAN / CAN-FD Log Analysis, whether at the ECU development level or the prototype vehicle level, involves delving into ECU architecture, testing, and vali...

24.11.23 01:06 PM - Comment(s)
Merge and Plot Billions of Data Points; On-the-Fly, No Pre-processing
DriveTech was recently working on client project which involved Durability testing for a fleet of vehicles. It generated huge amounts of data on a daily basis, and at the end of each day it was expected to have an incremental and a cumulative analysis of the data till date.
The Client wa...
20.10.23 11:59 AM - Comment(s)
Maximizing The Value Of Automotive Test Data Through Effective Data Management 


Efficient data management is the linchpin to unlock the true potential of automotive test data. Without a system driven approach, centralized management of automotive test data is heavily dependent on human intervention making it an uncertainity.

11.10.23 02:08 PM - Comment(s)
Automotive Test Data Analytics: Automate for Efficiency


In the fast-paced automotive industry, the analysis of test data holds immense importance for efficient vehicle development. The need for automation in this domain has become increasingly critical, as manual methods struggle to handle the growing data volumes, leading to productivity cha...

06.10.23 06:36 AM - Comment(s)