Design optimization begins with understanding the objective and required specifications of the component, or product. Once specifications are defined, Imagination engineering will explore optimizing the performance and the design of your part or product by changing one parameter at a time.
Product optimization can be performed on existing products that has room to evolve to the next phase. Once the product optimization phase is performed, the product will have better advantage. The product will perform better, will look sleeker, and it could be cost less to manufacture.
Data analysis involves gathering and studying data to form insights that can be used to make decisions. We analyze Test data from engine test cell and Vehicle cloud data for right recommendation.
- Vehicle / Engine Test data Weibull analysis, Failure rate prediction
- Design Iteration – Time point selection for standard analysis
- Regression Analysis using Minitab / MATLAB
Digital Transformation and Data Modernization:
- Vehicle / Engine Test data Weibull analysis, Failure rate prediction
- Regression Analysis using Minitab / MATLAB
- Data Modernization, Data Migration
- Application Management Services (AMS)
- Data analysis using Matlab & Python
- Dataware house and data lake implemented for analytical queries
- Designed the dashboards for data visualization Technology: Dynamo, Elastic Search, Druid, Delta lake, Presto, Athena, Redis, SuperSet, PowerBI
- Exploratory Data Analytics for Mechanical & Telecommunication
- KPI Construction and Frequency setting
Capabilities
Engineering Test and Design data
- Vehicle / Engine Test data Weibull analysis, Failure rate prediction
- Design Iteration – Time point selection for standard analysis
- Regression Analysis using Minitab / MATLAB
Data Processing
- Data Modernization, Data Migration, Data Profiling
- Application Management Services (AMS)
- Data analysis using Matlab & Python
Data visualization
- Dataware house and data lake implemented for analytical queries
- Designed the dashboards for data visualization Technology: Dynamo, Elastic Search, Druid, Data lake, Presto, Athena, Redis, SuperSet, PowerBI
Data Analytics
- Exploratory Data Analytics for Mechanical & Telecommunication
- KPI Construction and Frequency setting
- Stakeholder Management and expectation