The post-pandemic necessity to boost semiconductor manufacturing output at increasingly stringent quality has breathed new urgency into the field of industrial AI. As such, Innowave Tech is working hand in glove with various industry leaders to identify areas where AI can be applied to reliably improve output, efficiency, yield, and quality.
New Age of Smart Systems
To further reduce manpower and human errors, manufacturers can now only on AI-enabled equipment automation and health monitoring applications. These applications emulate human behavior and judgement to control any equipment with unyielding accuracy and consistency, thereby increasing productivity and quality. By properly analyzing the now-available operation log, we can now detect drifts and changes in trends, providing valuable guidance for preventive actions and continuous improvements.
Through these collaborations, we created our own MLOps solution with which create a more self-sustaining way of deploying and using our solutions - such as in the use of our Machine Learning platform for defect detection, data analysis, and root cause analysis.
One of the most persistent challenges faced by some companies is the losing visibility of their parts and products. This can be resolved by using sensor-enhanced smart racks designed for different manufacturing processes that can retrieve the status and location of items such as post singulation materials, PM parts etc, on the factory floor. The data collected can then be fed into our AI engine to identify congestion points, optimize factory flow, floor layout, and equipment utilization, leading to elevated efficiency.
Synergize on Different Technology to Untap the Full Potential of AI
The advent of 5G together with Multi-access Edge Computing (MEC) deployment has brought about unprecedented ways to design systems that combine the fields of industrial Artificial Intelligence (AI), Augmented Reality (AR), and Internet of Things (IoT). Real-time high-bandwidth feedback also makes advanced human-machine interfaces possible, with amazing user experience. Innowave is working with major Singapore telcos to enhance our solutions and build better, enhanced products.
At this point in the evaluation of technology, manufacturers must acknowledge the critical and strategic importance of a holistic and comprehensive approach. From procurement to energy management, equipment monitoring to operation, our partners can now apply AI to visualize, optimize, and forecast all areas of operation. In the foreseeable future, this is the definitive approach to ensure sustainable growth and avoid relegation.
As we strive to remain at the forefront of this technological wave, we will continue to offer our customers the same steadfast innovation guided by our deep industrial experience and expertise.