DTEmpower
DTEmpower
About DTEmpower
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Data modeling software "DTEmpower"
A graphical operating environment and powerful algorithms! Usable in various scenes of corporate activities.
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[Example] AIAgent Training 'DTEmpower'
A case where the effects were verified using a simulation dataset based on the Styblinski-Tang function!
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[Case Study] Data Preprocessing and Visualization 'DTEmpower'
A case where it was visually confirmed that there is a possibility of some anomaly, as it deviates significantly from the curve!
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[Case Study] Parameter Timing Prediction 'DTEmpower'
Solve data characteristics and model training issues! Ultimately, the R2 index of the predictive model improved from 0.68 to 0.94.
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[Case Study] High-Speed Design of Glass Molds Using Data Mining
Learn mapping relationships and build data models! Quickly obtain molds that meet the requirements.
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[Example] Transformer winding temperature warning 'DTEmpower'
Early warning methods based on machine learning can respond more sensitively to abnormal conditions!
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[Example] Time Series Forecasting of Electricity Usage 'DTEmpower'
Build a data-driven power usage prediction model using time series forecasting features!
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[Case Study] Condition Monitoring and Fault Diagnosis of Wind Turbine Gearboxes
Providing training on gearbox failure characteristics through big data analysis!
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[Case Study] Suitable Control of Power Plant Denitrification System 'DTEmpower'
A control method that combines "predictive control," "adaptive control," and "feedback correction" is effective!
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[DTEmpower] Evaluation of Wind Turbine Hub Strength
Introducing two cases of modeling and data analysis using the data modeling platform DT Empower!
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DTEmpower Turbo Machinery Fault Diagnosis
Enhancing the monitoring and diagnosis of machinery leads to improved safety and reliability, as well as reduced operational and maintenance costs!
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DTEmpower: Rapid Evaluation of Fuel Cell Thermal Management
Introducing fast prediction of temperature fields using data analysis based on the issues in the development and design of fuel cells!
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[DTEmpower] Data modeling of hull wave resistance
Accelerate the iterative process of optimization! Consider an alternative performance evaluation method that is not simulation-based.
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Intelligent Design of Hull Lines by DTEmpower
Introducing the problems so far, as well as future challenges, solutions, and application benefits!
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[DTEmpower] Strength Evaluation of Spaceship Wall Structure
The data used in this case consists of 500 sets of low fidelity and 100 sets of high fidelity.
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DTEmpower Aircraft Landing Load Prediction
Introduction to data-driven aircraft landing load prediction using data analysis and modeling software.
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Prediction of Oil Drilling Drill Speed
Introducing methods to quickly and accurately predict the rotation speed of drills using machine learning.
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