How AI changes Machine Industry & KOTEC Scheme ๋ถ€์‚ฐ ์ œ์กฐ AI ์‚ฌ์—… ์œ ๋ง๊ธฐ์ˆ  ์„ค๋ช…ํšŒ ํ›„๊ธฐ : AI๊ฐ€ ๊ธฐ๊ณ„์‚ฐ์—…์— ๋ผ์น˜๋Š” ์˜ํ–ฅ | Smart Manufacturing EP. 1

By ORSKOREA 9 min read
How AI changes Machine Industry & KOTEC Scheme ๋ถ€์‚ฐ ์ œ์กฐ AI ์‚ฌ์—… ์œ ๋ง๊ธฐ์ˆ  ์„ค๋ช…ํšŒ ํ›„๊ธฐ : AI๊ฐ€ ๊ธฐ๊ณ„์‚ฐ์—…์— ๋ผ์น˜๋Š” ์˜ํ–ฅ | Smart Manufacturing EP. 1

How is AI Making a Difference in the Machine Industry?

๐Ÿ’ก
On September 11th, ORSKOREA team attended the 2024 Promising Technology for AI Commercialization in Manufacturing Seminar at BEXCO in Busan. 

ORSKOREA is committed to delivering greater value to customers by not only manufacturing high-precision grinding machines but also developing new AI-based technologies, including autonomous control.

At this pivotal moment in our journey, we had the incredible opportunity to explore key AI technologies that can be applied in the manufacturing and machine industries, along with their practical use cases. We simply couldnโ€™t miss out on this event!

Now, letโ€™s take a closer look at the key technologies discussed during the event and explore how AI can bring transformative changes to the manufacturing and machine industries!

์•ˆ๋…•ํ•˜์„ธ์š”! 9์›” 11์ผ์— ๋ถ€์‚ฐ ๋ฒก์Šค์ฝ”์—์„œ ๊ฐœ์ตœ๋œ 2024 ์ œ์กฐ AI ์‚ฌ์—…ํ™” ์œ ๋ง๊ธฐ์ˆ  ์„ค๋ช…ํšŒ์— ์ €ํฌ ์˜ค์•Œ์—์Šค์ฝ”๋ฆฌ์•„ ํŒ€์ด ๋‹ค๋…€์™”์Šต๋‹ˆ๋‹ค.

์˜ค์•Œ์—์Šค์ฝ”๋ฆฌ์•„๋Š” ๊ณ ์ •๋ฐ€ ์—ฐ์‚ญ๊ธฐ๊ณ„ ์ œ์กฐ๋ฅผ ๋„˜์–ด์„œ์„œ, AI ๊ธฐ์ˆ ์„ ํ™œ์šฉํ•œ ์ƒˆ๋กœ์šด ๊ธฐ๋Šฅ ํƒ‘์žฌ ๋ฐ ์ž์œจ์ œ์–ด ๋“ฑ ์ƒˆ๋กœ์šด ๊ธฐ์ˆ  ๊ฐœ๋ฐœ์„ ํ†ตํ•ด ๊ณ ๊ฐ์—๊ฒŒ ๋” ๋‚˜์€ ๊ฐ€์น˜๋ฅผ ์ œ๊ณตํ•˜๊ธฐ ์œ„ํ•ด ๋…ธ๋ ฅํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

๊ทธ ๊ธฐ๋ฐ˜์„ ๋‹ค์ง€๊ณ  ์žˆ๋Š” ํ˜„์‹œ์ ์—์„œ, ์ œ์กฐ์—…๊ณผ ๊ธฐ๊ณ„ ์‚ฐ์—…์—์„œ ํ™œ์šฉ๋  ์ˆ˜ ์žˆ๋Š” ์ฃผ์š” AI ๊ธฐ์ˆ ๊ณผ ๊ทธ ์ ์šฉ ์‚ฌ๋ก€๋“ค์„ ๋“ค์–ด๋ณผ ์ˆ˜ ์žˆ๋Š” ์ข‹์€ ๊ธฐํšŒ๊ฐ€ ์ƒ๊ฒผ์œผ๋‹ˆ, ๋‹ค๋…€์˜ค์ง€ ์•Š์„ ์ˆ˜ ์—†์—ˆ์Šต๋‹ˆ๋‹ค!

๊ทธ๋Ÿฌ๋ฉด, ์ง€๊ธˆ๋ถ€ํ„ฐ ์ด๋ฒˆ ์„ค๋ช…ํšŒ์—์„œ ๋‹ค๋ค„์ง„ ์ฃผ์š” ๊ธฐ์ˆ ๋“ค์„ ์‚ดํŽด๋ณด๋ฉฐ AI๊ฐ€ ์ œ์กฐ์—…๊ณผ ๊ธฐ๊ณ„ ์‚ฐ์—…์— ์–ด๋–ค ๋ณ€ํ™”๋ฅผ ๊ฐ€์ ธ์˜ฌ ์ˆ˜ ์žˆ์„์ง€ ํ•จ๊ป˜ ์•Œ์•„๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค!

AI! So, What Can You Do?

AI! ๊ทธ๋ž˜์„œ ๋„Œ ๋ญ˜ ํ•  ์ˆ˜ ์žˆ๋Š”๋ฐ?

AI (Artificial Intelligence) enables machines to mimic human intelligent behavior. In simple terms, itโ€™s the technology that allows machines to learn, make decisions, and act on their own. Through data analysis, pattern recognition, problem-solving, and learning capabilities, AI enhances efficiency by automating tasks.

AI (Artificial Intelligence), ์ฆ‰ ์ธ๊ณต์ง€๋Šฅ์€ ๊ธฐ๊ณ„๊ฐ€ ์ธ๊ฐ„์˜ ์ง€๋Šฅ์ ์ธ ํ–‰๋™์„ ๋ชจ๋ฐฉํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•˜๋Š” ๊ธฐ์ˆ ์ž…๋‹ˆ๋‹ค. ์‰ฝ๊ฒŒ ๋งํ•ด, ๊ธฐ๊ณ„๊ฐ€ ์Šค์Šค๋กœ ํ•™์Šตํ•˜๊ณ , ํŒ๋‹จํ•˜๊ณ , ํ–‰๋™ํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•˜๋Š” ๊ธฐ์ˆ ์ด๋ผ๊ณ  ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. AI๋Š” ๋ฐ์ดํ„ฐ ๋ถ„์„, ํŒจํ„ด ์ธ์‹, ๋ฌธ์ œ ํ•ด๊ฒฐ, ํ•™์Šต ๋Šฅ๋ ฅ ๋“ฑ์„ ํ†ตํ•ด ๋‹ค์–‘ํ•œ ์ž‘์—…๋“ค์„ ์ž๋™ํ™”ํ•˜๊ณ  ํšจ์œจ์„ฑ์„ ๋†’์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

โ“’ Chat GPT

So how does AI play a role in the machine industries? ๐Ÿง

AI is already bringing significant changes in areas such as productivity enhancement, quality control, and predictive maintenance.

๊ทธ๋Ÿผ ์ œ์กฐ์—…๊ณผ ๊ธฐ๊ณ„ ์‚ฐ์—…์—์„œ๋Š” ์ด๋Ÿฌํ•œ AI ๊ธฐ์ˆ ์ด ์–ด๋–ค ์—ญํ• ์„ ํ•˜๊ณ  ์žˆ์„๊นŒ์š”?

AI๋Š” ์ƒ์‚ฐ ๋ผ์ธ์˜ ์ƒ์‚ฐ์„ฑ ํ–ฅ์ƒ, ํ’ˆ์งˆ ๊ด€๋ฆฌ, ์˜ˆ์ธก ์œ ์ง€ ๋ณด์ˆ˜ ๋“ฑ ๋‹ค์–‘ํ•œ ๋ถ„์•ผ์—์„œ ์ด๋ฏธ ๋งŽ์€ ๋ณ€ํ™”๋ฅผ ์ผ์œผํ‚ค๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

Productivity Enhancement ์ƒ์‚ฐ์„ฑ ํ–ฅ์ƒ
AI-driven automation systems maximize production line efficiency. For instance, robots in assembly processes and AI-based automated quality inspections maintain high precision while minimizing human intervention

AI๋ฅผ ํ™œ์šฉํ•œ ์ž๋™ํ™” ์‹œ์Šคํ…œ์€ ์ƒ์‚ฐ ๋ผ์ธ์˜ ํšจ์œจ์„ฑ์„ ๊ทน๋Œ€ํ™”ํ•ฉ๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด, ๋กœ๋ด‡์„ ์ด์šฉํ•œ ์กฐ๋ฆฝ ๊ณต์ •์ด๋‚˜ AI ๊ธฐ๋ฐ˜์˜ ์ž๋™ ํ’ˆ์งˆ ๊ฒ€์‚ฌ๋Š” ์‚ฌ๋žŒ์˜ ์†์„ ๋œ ํƒ€๊ฒŒ ํ•˜๋ฉด์„œ๋„ ๋†’์€ ์ •๋ฐ€๋„๋ฅผ ์œ ์ง€ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Real-Time Quality Control ์‹ค์‹œ๊ฐ„ ํ’ˆ์งˆ ๊ด€๋ฆฌ
AI-powered vision systems detect product defects in real-time and remove faulty items immediately. This significantly improves quality and reduces costs.

AI ๊ธฐ๋ฐ˜์˜ ๋น„์ „ ์‹œ์Šคํ…œ์„ ์‚ฌ์šฉํ•ด ์ œํ’ˆ์˜ ๊ฒฐํ•จ์„ ์‹ค์‹œ๊ฐ„์œผ๋กœ ๊ฐ์ง€ํ•˜๊ณ , ๋ถˆ๋Ÿ‰ํ’ˆ์„ ์ฆ‰์‹œ ์ œ๊ฑฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋Š” ํ’ˆ์งˆ ํ–ฅ์ƒ๊ณผ ๋น„์šฉ ์ ˆ๊ฐ์— ํฐ ๋„์›€์ด ๋ฉ๋‹ˆ๋‹ค.

Predictive Maintenance ์˜ˆ์ธก ์œ ์ง€ ๋ณด์ˆ˜
AI predicts machine failure times, allowing for efficient maintenance planning. This minimizes downtime and operational costs by detecting anomalies through sensor data analysis.

AI๋Š” ๊ธฐ๊ณ„์˜ ๊ณ ์žฅ ์‹œ๊ธฐ๋ฅผ ์˜ˆ์ธกํ•˜์—ฌ ์œ ์ง€ ๋ณด์ˆ˜๋ฅผ ํšจ์œจ์ ์œผ๋กœ ๊ณ„ํšํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋„์™€์ค๋‹ˆ๋‹ค. ์ด๋Š” ๊ธฐ๊ณ„์˜ ๋‹ค์šด ํƒ€์ž„์„ ์ตœ์†Œํ™”ํ•˜๊ณ , ์šด์˜ ๋น„์šฉ์„ ์ ˆ๊ฐํ•˜๋Š” ๋ฐ ํฐ ๋„์›€์ด ๋ฉ๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด, ์„ผ์„œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„ํ•ด ๋ฏธ๋ฆฌ ์ด์ƒ ์ง•ํ›„๋ฅผ ๊ฐ์ง€ํ•˜๋Š” ๋ฐฉ์‹์ž…๋‹ˆ๋‹ค.

๐Ÿค–
AI is indispensable in manufacturing, where efficiency and quality are paramount. As AI technology continues to advance, we can expect even more significant transformations in the industry. Now, let's explore some real-world applications of AI in the manufacturing and machine industries in detail. ๐Ÿ‘€

KOTEC's Credit Guarantee Scheme

๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ ์‚ฌ์—…์„ค๋ช…ํšŒ

๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ ๋ถ€์‚ฐ๊ธฐ์ˆ ํ˜์‹ ์„ผํ„ฐ ์ง€์œ ๋ฏธ ์„ ์ž„์ฐจ์žฅ

The first session, before diving into the introduction of AI technologies, featured an insightful presentation by Ms. Yumi Ji, Senior Deputy Manager of the Busan Tech Innovation Center at the Korea Technology Finance Corporation (KOTEC). She provided an overview of KOTEC and its support systems.

๋ณธ๊ฒฉ์ ์œผ๋กœ AI ๊ธฐ์ˆ ์— ๊ด€ํ•ด ์†Œ๊ฐœ๋˜๊ธฐ ์ „, ์ฒซ ๋ฒˆ์งธ ์„ธ์…˜์—์„œ๋Š” ๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ ๋ถ€์‚ฐ๊ธฐ์ˆ ํ˜์‹ ์„ผํ„ฐ ์ง€์œ ๋ฏธ ์„ ์ž„์ฐจ์žฅ๋‹˜์˜ ๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ ๋ฐ ์ง€์› ์ œ๋„์— ๋Œ€ํ•œ ์†Œ๊ฐœ๊ฐ€ ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค.

KOTEC is a specialized financial institution that helps small and medium-sized enterprises (SMEs) with limited collateral access financial support from banks and other institutions. It serves as both a technology financing institution and a comprehensive support organization for venture and innovation.

The application for technology guarantees can be submitted through the KOTEC Digital Branch (www.kibo.or.kr) and follows these key steps:

KOTEC's Credit Guarantee Scheme Application Procedures | ๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ ์‹ ์ฒญ ์ ˆ์ฐจ โ“’ 2024 ์ œ์กฐ AI ์‚ฌ์—…ํ™” ์œ ๋ง๊ธฐ์ˆ  ์„ค๋ช…ํšŒ ๋ฐœํ‘œ์ž๋ฃŒ

๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ์€ ๋‹ด๋ณด๋ ฅ์ด ์•ฝํ•œ ์ค‘์†Œ๊ธฐ์—…์— ๋ณด์ฆ์„ ์ œ๊ณตํ•˜์—ฌ ๊ธฐ์—…์ด ๊ธˆ์œต๊ธฐ๊ด€ ๋“ฑ์œผ๋กœ๋ถ€ํ„ฐ ์›ํ™œํ•˜๊ฒŒ ๋Œ€์ถœ ๋ฐ ์ž์Œ ์ง€์›์„ ๋ฐ›์„ ์ˆ˜ ์žˆ๋„๋ก ๋„์™€์ฃผ๋Š” ๊ธฐ์ˆ  ๊ธˆ์œต๊ธฐ๊ด€์ด์ž ๋ฒค์ฒ˜ ยท ํ˜์‹  ์ข…ํ•ฉ ์ง€์›๊ธฐ๊ด€์ž…๋‹ˆ๋‹ค.

๊ธฐ์ˆ  ๋ณด์ฆ์€ ๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ ๋””์ง€ํ„ธ ์ง€์  (www.kibo.or.kr)์—์„œ ์‹ ์ฒญ์ด ๊ฐ€๋Šฅํ•˜๊ณ  ์•„๋ž˜์™€ ๊ฐ™์€ ์ ˆ์ฐจ๋ฅผ ๊ฑฐ์น˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค.

1๏ธโƒฃ Smart Tech Bridge ์Šค๋งˆํŠธ ํ…Œํฌ ๋ธŒ๋ฆฌ์ง€

This is a demand-based technology transaction platform provided by the Korea Technology Finance Corporation (KOTEC), connecting technologies owned by research institutes, universities, and the private sector with the needs of SMEs. It also supports commercialization through step-by-step technology financing.

์—ฐ๊ตฌ์†Œ ๋Œ€ํ•™ ๋ฏผ๊ฐ„์ด ๋ณด์œ ํ•˜๊ณ  ์žˆ๋Š” ๊ธฐ์ˆ ๊ณผ ์ค‘์†Œ๊ธฐ์—…์ด ํ•„์š”๋กœ ํ•˜๋Š” ๊ธฐ์ˆ ์„ ์—ฐ๊ฒฐํ•˜๊ณ  ๋‹จ๊ณ„๋ณ„ ๊ธฐ์ˆ  ๊ธˆ์œต์„ ํ†ตํ•ด ๊ธฐ์ˆ ์‚ฌ์—…ํ™”๋ฅผ ์ง€์›ํ•˜๋Š” ๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ์˜ ์ˆ˜์š” ๊ธฐ๋ฐ˜ ๊ธฐ์ˆ ๊ฑฐ๋ž˜ ํ”Œ๋žซํผ

2๏ธโƒฃ Technology Transfer ๊ธฐ์ˆ ์ด์ „

When a small or medium-sized enterprise (SME) acquires technology, it receives patents and know-how while paying a technology fee to the university or research institute that developed it.

๊ธฐ์ˆ ์„ ์ด์ „๋ฐ›์€ ์ค‘์†Œ๊ธฐ์—…์€ ํŠนํ—ˆ ๋…ธํ•˜์šฐ๋ฅผ ์ œ๊ณต๋ฐ›๊ณ  ๋Œ€ํ•™ ์—ฐ๊ตฌ์†Œ ์ธก์— ๊ธฐ์ˆ ๋ฃŒ๋ฅผ ์ง€๊ธ‰ํ•˜๋Š” ๋ฐฉ์‹์œผ๋กœ ์ด๋ค„์ง‘๋‹ˆ๋‹ค.

3๏ธโƒฃ Technology Protection and Strengthening Capabilities

โ— Technology Trust ๊ธฐ์ˆ  ์‹ ํƒ :
Protects patented technology and assists in the fair sale of the technology by setting a reasonable price during transactions through KOTEC.
ํŠนํ—ˆ ๊ธฐ์ˆ  ๋ณดํ˜ธํ•˜๋ฉฐ ํ•ด๋‹น ๊ธฐ์ˆ  ๋งค๊ฐ ์‹œ ๊ธฐ๋ณด์—์„œ ๊ณต์ •ํ•œ ๊ฐ€๊ฒฉ์œผ๋กœ ๋งค๊ฐํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋„์™€์ค๋‹ˆ๋‹ค.

โ— Technology Escrow ๊ธฐ์ˆ  ์ž„์น˜ :
Protects technical know-how and management information (Tech Safe, Certified Electronic Storage).
๊ธฐ์ˆ  ๋…ธํ•˜์šฐ, ๊ฒฝ์˜์ •๋ณด์— ๋Œ€ํ•œ ๋ณดํ˜ธ (ํ…Œํฌ ์„ธ์ดํ”„, ๊ณต์ธ ์ „์‚ฐ ์ฐฝ๊ณ )

โ— Technology Transaction Record Registration ๊ธฐ์ˆ ์ž๋ฃŒ ๊ฑฐ๋ž˜๊ธฐ๋ก ๋“ฑ๋ก :
Safeguards technical information from being leaked during technology transactions (Tech Safe, Certified Electronic Storage).
๊ธฐ์ˆ ๊ฑฐ๋ž˜ ๊ณผ์ •์ƒ ์œ ์ถœ๋˜๋Š” ๊ธฐ์ˆ ์ •๋ณด ๋ณดํ˜ธ (ํ…Œํฌ ์„ธ์ดํ”„, ๊ณต์ธ ์ „์‚ฐ ์ฐฝ๊ณ )

โ— Intellectual Property Mutual Aid ์ง€์‹์žฌ์‚ฐ๊ณต์ œ :
A system similar to the Yellow Umbrella Mutual Aid that supports protection costs for IP disputes. Monthly savings can be made, with an interest rate of 3.25% (as of the end of August). It also covers litigation and attorney fees during patent disputes.
IP ๋ถ„์Ÿ ๋Œ€์‘์„ ์œ„ํ•œ ๋ณดํ˜ธ ๋น„์šฉ ์ง€์›ํ•˜๋Š” ๋…ธ๋ž€ ์šฐ์‚ฐ ๊ณต์ œ์™€ ๊ฐ™์€ ์ œ๋„์ด๋ฉฐ, ๋งค์›” ์ ๊ธˆ์ฒ˜๋Ÿผ ๋ถ€๊ธˆ์„ ๋‚ฉ๋ถ€ํ•˜๊ณ  3.25%(8์›” ๋ง ๊ธฐ์ค€)์˜ ๋ถ€๊ธˆ ์ด์ž์œจ ์ œ๊ณต. ๋˜ํ•œ ํŠนํ—ˆ ๋ถ„์Ÿ ์‹œ ์†Œ์†ก ๋น„์šฉ, ๋ณ€ํ˜ธ์‚ฌ ๋น„์šฉ ์ง€๊ธˆ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.

โ“’ ๋ถ€์‚ฐ๊ด‘์—ญ์‹œ Official
๐Ÿค–
How does it sound?We've explored AI, the manufacturing industry, and related support programs offered by the Korea Technology Finance Corporation. In the next article, weโ€™ll delve into two key technologies: tool management and condition prediction using AI.

์–ด๋– ์‹ ๊ฐ€์š”? ์ด ์ฒ˜๋Ÿผ AI๋ฐ ์ œ์กฐ์‚ฐ์—… ๊ณผ ๊ธฐ์ˆ ๋ณด์ฆ๊ธฐ๊ธˆ ๋ฐ ์ง€์› ์ œ๋„์— ๋Œ€ํ•ด์„œ ์•Œ์•„ ๋ดค๋Š”๋ฐ์š”. ๋‹ค์Œ ์•„ํ‹ฐํด์—์„œ๋Š” AI ๊ธฐ์ˆ ์„ ํ™œ์šฉํ•œ ๊ณต๊ตฌ ๊ด€๋ฆฌ์™€ ์ƒํƒœ ์˜ˆ์ธก ๋‘ ๊ฐ€์ง€ ๊ธฐ์ˆ ์— ๋Œ€ํ•ด์„œ ์„ค๋ช… ๋“œ๋ฆฌ๊ฒ ์Šต๋‹ˆ๋‹ค.

Written by Jaemin Kim
AI & DX Researcher
ORSKOREA


โ“’ ORSKOREA ์˜ค์•Œ์—์Šค์ฝ”๋ฆฌ์•„
โ“’ ORSKOREA ์˜ค์•Œ์—์Šค์ฝ”๋ฆฌ์•„

ORSKOREA is an ISO9001-certified company, and a leading grinding machines and spindle manufacturer in Korea.

ORSKOREA's product range for grinding machines includes internal, external, centerless, surface horizontal double disc, surface vertical double disc, cylindrical grinding machines and super-finishing machines, turning machines, and special-purpose grinding machines.

For spindles, ORSKOREA manufactures high-frequency spindles, belt-driven spindles, built-in-motor spindles, and hydraulic spindles - all controllable at desired speeds.

For more information, sign up and join ORSKOREA community!