Truss layout optimization under complex constraints has been a hot and challenging problem for decades that aims to find the optimal node locations, connection topology between nodes, cross-sectional areas of connecting bars. Monte Carlo Tree Search (MCTS) is reinforcement learning search technique competent solve decision-making problems. Inspired by success AlphaGo using MCTS, truss formulate...

According to the current application and maintenance situation of gearbox of wind turbine, this paper analyzed the remote fault diagnosis system used for monitoring fault occurrence and diagnosing fault, which is a combination of Expert System and Artificial Neural Networks. A practical fault instance of gearbox of wind turbine is analyzed to define the expert system’s knowledge base structure ...

This paper introduces a novel approach to deal with the multi-objective optimization of two-stage bevel helical gearbox by applying Taguchi method and Grey Relation Analysis (GRA). The goal study is find optimal main design factors that minimize volume maximize efficiency. To accomplish this, five parameters were selected: coefficients wheel face width (CWFW) gear sets, allowable contact stress...

ABSTRACT The main aim of this paper is to present the methodology and the experimental set-up used to determinate the causes of the gearbox crack of a mill used for powder slaked lime manufacturing. There are presented the equipment used, the methodology of equipment calibration and the realised measurements. At the end there are mentioned the main causes that can develop the gearbox frame coll...

In this article, it is emphasized that the process analysis for companies carried out by using DISCO mining program and results are interpreted developed. light of machine worker occupancy information obtained as a result analysis, imbalances, if any, detected. These imbalances resolved arranging job assignments. Another we obtain time elapsed until processing any workpiece on finished. This co...

All of the induction motor faults are not detect in beginning and late perception of these faults will cause to very lose tolerance. Thus, fault detection and identification in induction motors have high importance for industrial activities. One of the most fault detection methods is motor current signal analysis. In this paper, we use a new method with title induction motor stator current sign...