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.

• Piezoelectric
  (Electric + Mechanic)
  + Electromagnetic Field
  Coupling Analysis

  

• Piezoelectric
  (Electric + Mechanic)
  Coupling Analysis

  

• Electromagnetic
  Field
  Analysis

  

• Mechanical
  Stress and Strain
  Analysis

  

• Thermal
  Analysis

  

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.

Novel Stochastic, Deterministic, Hybrid, Special Optimization Algorithms

Novel Optimal Design Method using Optimization Algorithm, Machine Learning, Surrogate Model, and et al..