This paper deals with applications of machine learning algorithms in manufacturing. Machine learning can be defined as a field of computer science that gives computers the ability to learn without explicitly developing the needed algorithms. Manufacturing is the production of merchandise by manual labour, machines and tools. The focus of this paper is on automatic production lines. The areas of interest of this paper are semiconductor manufacturing and production on assembly lines. The purpose of this paper is to review the relevant papers describing the applications of machine learning techniques in these fields of manufacturing thus creating a firm foundation for further research in the matter of machine learning in manufacturing
Semiconductor fabrication lines have become extremely costly, and achieving a good return from such ...
The cost of a fabrication line such as one in a semiconductor house has increased dramatically over ...
Machine learning (ML) refers to the automated detection of meaningful patterns in a given data. It c...
The nature of manufacturing systems faces ever more complex, dynamic and at times even chaotic behav...
The nature of manufacturing systems faces ever more complex, dynamic and at times even chaotic behav...
A production line is a set of sequential operations established in a factory where materials are put...
Machine Learning (ML) is a branch of artificial intelligence that studies algorithms able to learn a...
Machine Learning (ML) is a branch of artificial intelligence that studies algorithms able to learn a...
Abstract: Machine learning is concerned with enabling computer programs automatically to improve the...
While attracting increasing research attention in science and technology, Machine Learning (ML) is p...
In this thesis the necessity, the possibilities but also the difficulties of scaling and generalizat...
The advent of artificial intelligence and machine learning is influencing the manufacturing industry...
Manufacturing organizations need to use different kinds of techniques and tools in order to fulfill ...
Manufacturing organizations need to use different kinds of techniques and tools in order to fulfill ...
The advent of artificial intelligence and machine learning is influencing the manufacturing industry...
Semiconductor fabrication lines have become extremely costly, and achieving a good return from such ...
The cost of a fabrication line such as one in a semiconductor house has increased dramatically over ...
Machine learning (ML) refers to the automated detection of meaningful patterns in a given data. It c...
The nature of manufacturing systems faces ever more complex, dynamic and at times even chaotic behav...
The nature of manufacturing systems faces ever more complex, dynamic and at times even chaotic behav...
A production line is a set of sequential operations established in a factory where materials are put...
Machine Learning (ML) is a branch of artificial intelligence that studies algorithms able to learn a...
Machine Learning (ML) is a branch of artificial intelligence that studies algorithms able to learn a...
Abstract: Machine learning is concerned with enabling computer programs automatically to improve the...
While attracting increasing research attention in science and technology, Machine Learning (ML) is p...
In this thesis the necessity, the possibilities but also the difficulties of scaling and generalizat...
The advent of artificial intelligence and machine learning is influencing the manufacturing industry...
Manufacturing organizations need to use different kinds of techniques and tools in order to fulfill ...
Manufacturing organizations need to use different kinds of techniques and tools in order to fulfill ...
The advent of artificial intelligence and machine learning is influencing the manufacturing industry...
Semiconductor fabrication lines have become extremely costly, and achieving a good return from such ...
The cost of a fabrication line such as one in a semiconductor house has increased dramatically over ...
Machine learning (ML) refers to the automated detection of meaningful patterns in a given data. It c...