Overview This programme focuses on applying relevant machine learning techniques to extract hidden patterns from either commercial systems such as CRM, ERP or excel files containing large volume of transactions data amassed over the years. Some of the examples are listed below: The programme adopts the Learn-Practise-Implement™ (LPI™) pedagogy. …
Overview This module highlights frequent coating failures and methods of recognizing them. Various failure types will be discussed in detail through examples. Participants will be trained on the general framework of coating failure analysis to acquire the skill of identifying the root cause of specific coating defects. The course will …
Overview This course provides knowledge and techniques of optical design, testing and engineering that are widely used for dimensional measurements and inspection. The course is structured into lectures of fundamental optics principles and case studies. The topics covered include applied optics, lighting design, detection technology, imaging and sensing system. After …
Overview This module introduces the fundamentals of surface enhancement and finishing processes via mechanical and laser techniques, such as rolling, peening, burnishing, mechanical finishing processes (eg. vibratory bowl finishing), drag finishing, abrasive flow machining, magneto-rheological finishing and grinding, laser surface treatment for functionalities and marking, laser peening and laser finishing …
Overview This course module aims to provide students with knowledge and practical skills on using advanced coating technologies for corrosion and wear prevention. The module covers electrochemical, sol-gel, and plasma-based coating processes together with their applications in corrosion and wear prevention. The module is structured to enhance the knowledge of …
Overview The Smart Energy Management for Sustainability programme begins with a bird’s eye view of factory and facilities as a holistic system; followed by a comprehensive discussion on the analytical techniques for energy efficiency. Participants will be introduced to Industry 4.0 technologies, data analytic techniques, and by the end of …
Overview This module provides the introduction and overview to 3D additive manufacturing, as well as unequivocal advantages of 3D AM to manufacture complex and customised functional parts. It offers participants the opportunity to appreciate the uniqueness of 3D AM technology, the importance of digital manufacturing and the understanding of necessary …
Overview Effective and efficient inventory management is key to all kinds of businesses. Too much or insufficient inventory can adversely impact the profitability of a company. The essence of inventory management is to decide when, where and how much inventory should be kept for which customer, in order to balance …
Overview This course is one of five modules stackable for the Graduate Diploma in Precision Engineering, specialising in Industrial Automation. This highly practical module provides participants with the methods for assessing the manufacturing processes so that automation meeting the requirements can be selected for productivity improvements. Techniques of design and …
Overview This WSQ course aims to provide a good understanding of the fundamentals of data analytics and data mining techniques for different manufacturing applications. Participants will learn techniques for advanced clustering methods for product quality management, correlation modelling, and data pattern methods for root cause analyses and neural networks for …