Analysis & Optimal Design Method for Intelligent Energy Conversion System
Research on an efficient method for analysis and design of Intelligent Energy Conversion System by using a numerical method or an analytical method
Research Contents
Effective analysis and design method is useful to reduce the development time and cost of a Intelligent Energy Conversion System.
Hence, we conduct research on the effective Analysis & Optimal Design Method for Intelligent Energy Conversion System by using a numerical method or an analytic method to significantly reduce time and cost for the development of diverse kinds of Intelligent Energy Conversion System.
Major Achievements
- Piezoelectric
(Electric + Mechanic)
+ Electromagnetic Field
Coupling Analysis
- Piezoelectric
- Piezoelectric
(Electric + Mechanic)
Coupling Analysis
- Piezoelectric
- Electromagnetic
Field
Analysis
- Electromagnetic
- Mechanical
Stress and Strain
Analysis
- Mechanical
- Thermal
Analysis
- Thermal
Artificial Intelligence & Optimal Design Method
Development of a Artificial Intelligence and an optimal design method using
the Artificial Intelligence to enhance efficiency and reliability of optimization of Intelligent Energy Conversion System
Research Contents
Optimal design for the reduction of development time and cost of a Intelligent Energy Conversion System is finding the optimal point of the objective function(the objective value to be optimized via the combination of value of variables; ex) magnetic force) shown in the below figure.
However, the objective function is an unknown black box problem.
It is important to find the reliable optimal point(optimal model; optimal combination of values of variables) efficiently.
Hence, we conduct research on the development of a novel Artificial Intelligence and an optimal design method using the Artificial Intelligence.

Major Achievements
Novel Stochastic, Deterministic, Hybrid, Special Optimization Algorithms
Novel Optimal Design Method using Optimization Algorithm, Machine Learning, Surrogate Model, and et al..