A Review on Machine Learning Strategies for Real-World Engineering Applications

Table 5

ML state-of-the-art systems in the smart manufacturing domain.

Reference	Machine learning technique	Purpose
Decision support
[172]	SVM	To estimate the products, optimize cost
[173]	Least square SVM, backpropagation NN	Cost estimation of the product life-cycle
[174]	Genetic algorithm based ML techniques are used	For decision support systems
[175]	NN and ML techniques are used	Rotating equipment’s life is predicted
Plant operation and health management
[176]	Markov decision is used	For predicting plant operation and health management
Data management
[177]	Various ML techniques are used	Discussed about hadoop framework and cloud computing utilization for managing data
[178]	Various ML techniques are used	How cloud can be incorporated into various product life cycles can be incorporated
LifeCycle management
[179]	Various ML techniques are used	Hardware and software changes in the manufacturing can be tracked