Sony will introduce artificial intelligence (AI) in six semiconductor manufacturing bases in Japan to further improve the production and operation efficiency of the semiconductor industry. This is the re-introduction of Sony's re-introduction of new artificial intelligence (AI) in consumer electronics. AI's business area.
According to reports, the mainstay of Sony's semiconductor business is CMOS image sensor (CIS), which has a market share of approximately 40% in the global smart phone market, ranking the highest in the world, and the 2017 fiscal year (2017/4~2018/3). The profit reached 164 billion yen (about 1.47 billion US dollars), accounting for 20% of Sony's total profit.
The specific application aspect is to use the AI ​​analysis and forecast of the global smart phone market research data and its component sales data to automatically formulate or modify the future CIS production plan, and determine the output of various products before the order arrives. Speed ​​up decision making and reduce lead times.
In the production line, the current production schedule and yield are determined by monitoring the temperature and pressure of the production line. In addition to automatically adjusting and improving the product yield, and changing the product type according to the order, it can also be used as a marketing department to take orders. reference.
Sony's current CIS production line capacity is fully loaded, and it is necessary to further increase production and sales efficiency. The traditional practice is to invest and expand the factory; but now the growth rate of the mobile phone market has slowed down, and there may be overcapacity in the future.
Sony's CIS main production line is the Kumamoto Plant, which was hit by the Kumamoto earthquake in mid-April 2016. It was not until the end of August that capacity was restored. Sony used the opportunity of the factory to rebuild and produced the online IoT technology at Kumamoto Plant. , AI application effect of experimental semiconductor production line.
In the nearly two-year experiment, the results and lessons learned made Sony satisfied, so he decided to improve and expand the introduction, and use deep learning to strengthen the application efficiency of the CIS production line without investing in expansion.
Sony's new robot dog, aibo, is regarded as a symbol of returning to the AI ​​industry. Now, the AI ​​application of semiconductor production and the development of car sharing applications will likely replace home appliances and mobile phones, and become the main force driving the next growth of Sony's motor business.
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