最近,我在「TIME時代」雜志的專欄文章裡,向全球的讀者介紹了大陸「世界工廠」的+AI自動化升級。隨著勞動力成本的上漲,工業自動化、智慧化勢必是大陸製造業的一劑特效藥。自動化能讓運營成本下降,但仍能讓中國大陸保持生產品質、流程、供應鏈維度的優勢。AI賦能產業升級的願景或許還需多年才能實現,但當下的大陸已經讓未來可期。
以下是專欄文章全文,經TIME授權翻譯轉載:
「中國世界工廠 + AI 的未來」
多年來,中國大陸一直被喻為「世界工廠」,即便在全球其他經濟體紛紛遭遇新冠疫情重擊的2020年,大陸製造產業仍然維持穩健的增長范式,全年產值高達3.854萬億美元,占到全球市場近三分之一。
但如果你腦中的大陸工廠是傳統的「血汗工廠」,是時候修正你的刻板印象了。大陸經濟已經迅速地從疫情衝擊下復蘇,疫情同時催化了各種各樣人工智慧(AI)的應用場景加速實現。自2014年以來,中國大陸的AI專利申請量已經超越美國,至今維持全球領先。在學術領域,中國大陸的AI研究論文發表數量、AI期刊的引用量,也雙雙在近年超過了美國。在產業方面,AI應用在大陸的落地速度超越世界其他國家和地區,具有商業價值的AI應用如今開始百花齊放,整合了軟體、硬體和機器人技術的新一代自動化揭開序曲,AI賦能傳統行業的能量,正在蓄勢待發地重塑各行各業。
人類社會至今經歷了三次不同的工業革命:蒸汽革命、電力革命和資訊革命。我相信,AI將會是推動全球第四次工業革命的核心引擎,在世界各地點燃數位化和自動化的變革,而這波前所未有的硬科技浪潮,將由中國來引領實踐。
由於勞動人口減少和新增人口放緩,中國大陸的傳統產業正面臨著勞動力成本上升的巨大壓力,AI正是解決這個難題的技術解答。人工智慧不僅能夠降低運營成本,提高生產效率,擴大整體產能,還有望能帶來收入的增長。
例如,創新工場投資的廣州極飛科技是一家致力於未來農業的AI科技公司,極飛將無人機、機器人和感測器部署在稻田、麥田和棉花田裡,用技術賦能農業中的播種、農藥噴灑、栽種管理、甚至天氣監測環節。用於作物噴灑的極飛科技R150農業無人車已經被推廣到了英國,應用在蘋果、草莓、黑莓等多種經濟作物的種植流程中。
一些大陸的創新公司正積極把機器人拓展到意想不到的場景。總部位於北京的鎂伽是創新工場投資的生命科學智慧自動化公司,他們和實驗室、製藥公司、高校合作,憑藉AI+機器人技術的積累,用自動化解決方案執行實驗室中勞動密集、重複性高、但需要高度精確的任務和流程,同時機器人作業也將盡最大可能保護實驗室人員降低實驗過程中的感染風險。
除了創業公司,我們看到幾家成熟的龍頭企業也開始積極擁抱AI。創新工場參與了有28年歷史的中力電動叉車,這家頭部的鋰電叉車製造商已經推出了能夠在工廠、倉庫自主運行的無人叉車,並且無需對運行環境進行改造,能快速實現從手動到電動到自動駕駛的搬運賦能創新。此外,擁有50多年歷史的領先客車製造商-宇通集團,與自動駕駛獨角獸企業-文遠知行戰略合作,已在大陸三個城市的馬路上運行全無人駕駛小巴。
接著會發生什麼?我大膽預見,在更長遠的未來,機器人和AI將接管大多數產品的製造、設計、交付甚至營銷——很可能將生產成本降低到和原物料成本相差無幾。未來的機器人有能力自我複製和自我修復,甚至做到部分自我反覆運算設計。房屋和公寓將交由AI主導設計,使用預製建築模塊,交由機器人像搭積木似地築樓蓋房。無人公交、無人摩托等隨傳隨到的自動化未來交通系統,能將我們安全無虞地送達想去的地方。
這些願景成為現實或許還需要多年,但此時的大陸正在積極鋪墊引領新一代自動化革命的基石。可期的是,中國工廠的實力將不僅僅體現在產能上,而將逐步彰顯在智慧上。
本文經「TIME時代」授權進行中文編譯,原文如下:
China Is Still the World's Factory — And It's Designing the Future With AI
BY KAI-FU LEE
For many years now, China has been the world’s factory. Even in 2020, as other economies struggled with the effects of the pandemic, China’s manufacturing output was $3.854 trillion, up from the previous year, accounting for nearly a third of the global market.
But if you are still thinking of China’s factories as sweatshops, it’s probably time to change your perception. The Chinese economic recovery from its short-lived pandemic blip has been boosted by its world-beating adoption of artificial intelligence (AI). After overtaking the U.S. in 2014, China now has a significant lead over the rest of the world in AI patent applications. In academia, China recently surpassed the U.S. in the number of both AI research publications and journal citations. Commercial applications are flourishing: a new wave of automation and AI infusion is crashing across a swath of sectors, combining software, hardware and robotics.
As a society, we have experienced three distinct industrial revolutions: steam power, electricity and information technology. I believe AI is the engine fueling the fourth industrial revolution globally, digitizing and automating everywhere. China is at the forefront in manifesting this unprecedented change.
Chinese traditional industries are confronting rising labor costs thanks to a declining working population and slowing population growth. The answer is AI, which reduces operational costs, enhances efficiency and productivity, and generates revenue growth.
For example, Guangzhou-based agricultural-technology company XAG, a Sinovation Ventures portfolio company, is sending drones, robots and sensors to rice, wheat and cotton fields, automating seeding, pesticide spraying, crop development and weather monitoring. XAG’s R150 autonomous vehicle, which sprays crops, has recently been deployed in the U.K. to be used on apples, strawberries and blackberries.
Some companies are rolling out robots in new and unexpected sectors. MegaRobo, a Beijing-based life-science automation company also backed by Sinovation Ventures, designs AI and robots to safely perform repetitive and precise laboratory work in universities, pharmaceutical companies and more, reducing to zero the infection risk to lab workers.
It’s not just startups; established market leaders are also leaning into AI. EP Equipment, a manufacturer of lithium-powered warehouse forklifts founded in Hangzhou 28 years ago, has with Sinovation Ventures’ backing launched autonomous models that are able to maneuver themselves in factories and on warehouse floors. Additionally Yutong Group, a leading bus manufacturer with over 50 years’ history, already has a driverless Mini Robobus on the streets of three cities in partnership with autonomous vehicle unicorn WeRide.
Where is all this headed? I can foresee a time when robots and AI will take over the manufacturing, design, delivery and even marketing of most goods—potentially reducing costs to a small increment over the cost of materials. Robots will become self-replicating, self-repairing and even partially self-designing. Houses and apartment buildings will be designed by AI and use prefabricated modules that robots put together like toy blocks. And just-in-time autonomous public transportation, from robo-buses to robo-scooters, will take us anywhere we want to go.
It will be years before these visions of the future enter the mainstream. But China is laying the groundwork right now, setting itself up to be a leader not only in how much it manufactures, but also in how intelligently it does it.
Source:https://time.com/6084158/china-ai-factory-future/
同時也有76部Youtube影片,追蹤數超過2,810的網紅蔓蔓?蔓時尚 Slow Vashion,也在其Youtube影片中提到,以前讀大學和研究所時,都在服飾專櫃打工過,對於衣服材質的特性要略知一二,才能和客人解釋(自以為在寫104履歷🥺) 記得之前會回家科普櫃內的有機棉、聚酯纖維、天絲等等材質的外部環境成本,但當時遇到的客人普遍都比較在乎穿起來的舒適度😆 如今,社會上越來越多在意環保的人,而且呀,近幾年多了好多理念很棒的...
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The World Health Organization is seeking more data on Sinovac Biotech Ltd.’s CoronaVac as it weighs whether to authorize a second Chinese Covid-19 vaccine under international pressure to help distribute more shots to poor countries.
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https://www.wsj.com/articles/who-seeks-more-data-on-second-chinese-covid-19-vaccine-up-for-approval-11622019526
manufacturing journal 在 台灣物聯網實驗室 IOT Labs Facebook 的精選貼文
物流倉儲導入AR 揀貨作業更快速
莊清瑋 2021-03-08
一項研究針對無經驗的倉儲揀貨人員進行實驗,結果顯示,相比紙本書面清單,擴增實境(AR)工具幫助員工完成訂單的速度平均提升37%。
據Retail Dive報導,實驗中受試人員需從倉庫取回20個零件,使用AR工具的人平均在10.3分鐘內完成任務,而使用紙本清單則平均耗時16.5分鐘。除了加速揀貨,出錯率也降低了。
該研究於2020年發表在《The International Journal of Advanced Manufacturing Technology》。不過研究指出,若實驗對象為有經驗的員工,紙本組的表現反而更好,原因可能出在資深員工對原先揀貨工作和環境更為嫻熟。
多年來倉儲業者頻頻測試AR解決方案,旨在提高整體供應鏈的準確度和效率。
Zebra Technologies的2019年報告顯示,93%受調者預計到2028年將採用穿戴式運算裝置。屆時該技術可望成本更低,業者因此更易於投資。
物流業者DHL發現AR技術有助提高生產力15%,因而決定在2019年擴大視覺揀貨(Vision Picking)計畫,使用Google Glass幫助揀貨人員定位、掃描、分類和搬運存貨。
上述實驗則是使用悉見科技XMAN Glass,研究人員指出,該產品比Google Glass的視野範圍更加寬廣。
實驗使用的AR工具透過方向性指引告知揀貨人員貨物所在位置,以及當下的貨架編號和訂單揀選狀態。
研究指出,AR技術主要優勢可能在於培訓新員工,助其快速成長,而教育訓練也正好是沉浸式技術的最佳應用之一。
此外,疫情也導致了特定穿戴式科技應用。例如亞馬遜(Amazon)正在測試警告員工相距太近的技術,以保持安全社交距離。
附圖:AR幫助加快揀貨作業速度,並減少失誤。法新社
資料來源:https://www.digitimes.com.tw/iot/article.asp?cat=158&cat1=20&cat2=130&id=0000605062_KNQLER5A7VECGA1I46ABI
manufacturing journal 在 蔓蔓?蔓時尚 Slow Vashion Youtube 的最佳貼文
以前讀大學和研究所時,都在服飾專櫃打工過,對於衣服材質的特性要略知一二,才能和客人解釋(自以為在寫104履歷🥺)
記得之前會回家科普櫃內的有機棉、聚酯纖維、天絲等等材質的外部環境成本,但當時遇到的客人普遍都比較在乎穿起來的舒適度😆
如今,社會上越來越多在意環保的人,而且呀,近幾年多了好多理念很棒的永續品牌。最近看到某新品牌Veg and things在他們的的Ins帳號分享的限動,在每個小細節都燒腦研究以降低對環境的傷害,覺得超級感動。
看見那麼努力的大家,於是我也鼓起勇氣把這些東西做成影片,希望對大家有幫助啦!🥰
(影片中提到關於快時尚的庫存浪費,可以參考這篇文章:https://www.google.com.tw/amp/s/www.thenewslens.com/amparticle/94586 )
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任意門🚪
00:00 讓大家傻眼的衣服污染數據
01:17 聚酯纖維的微塑膠污染
02:44 棉花「環保」嗎?
03:11 有機棉真的比棉花「環保」嗎?
05:00 看似環保的羊毛
05:38 蠶絲是怎麼來的?
06:07 環境友善的作物:麻
07:21 名字看起來很化學的嫘縈:天絲/萊塞爾/莫代爾
08:43 合成纖維的機能性才好?
08:59 關於寶特瓶回收衣
09:20 永續材質小Tips
12:04 使用永續材質的衣服品牌
🌱veg. & Things https://www.vegandthings.com
🌱冶綠 https://wildgreen.tw
🌱Hempable https://www.zeczec.com/projects/Hempable
🌱和諧生活 https://www.harmonylife.com.tw/categories/2020春夏設計師新品
🌱SiSSO https://www.sisso.com.tw/products/babyclothes/
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📷Instagram: @slow_vashion
🔗https://www.instagram.com/slow_vashion/
👩🏻Facebook: 蔓時尚 Slow Vashion
🔗https://www.facebook.com/slow.vashion/
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[1] 環保署109年統計年報
https://www.epa.gov.tw/Page/4CE99E90109C419B
[2] 《為什麼你該花更多的錢,買更少的衣服?拯救地球,也拯救你衣櫃的新購衣哲學》 Lucy Siegle, 2015
[3] Athalye, A.Carbon footprint in textile processing, 2012
http://images.fibre2fashion.com/ArticleResources/PdfFiles/60/5965.pdf
[4] Catherine, SalfinoStudies Show Performance Activewear Could be Harming Your Health, Sourcing Journal, 2017
https://sourcingjournal.com
[5] Frequency of Microplastics in Mesopelagic Fishes from the Northwest Atlantic
A. M. Wieczorek, L. Morrison1, P. L. Croot, A. L. Allcock, E. MacLoughlin, O. Savard4, H. Brownlow, T. K. Doyle Front. Mar. Sci., 2018
https://www.frontiersin.org/articles/10.3389/fmars.2018.00039/full
[6] A New California Bill Would Require Labe, Arthur Friedmanl 2018.2.26
https://leginfo.legislature.ca.gov/faces/billTextClient.xhtml?bill_id=201720180AB2379
[7] Carbon footprint of three different textile products during its life cycle Jungmichel, N., The Carbon Footprint of Textiles, Systain Consulting, Berlin, Germany, 2010.
https://www.researchgate.net/publication/276193965_Carbon_Footprint_of_Textile_and_Clothing_Products (last accessed: Sep. 5 2020)
[8] 環境資訊中心 邪惡的白T Shirt
https://e-info.org.tw/node/20857
[9] Nations, U. Statistics: Graphs and Statistics. 2013, from UN
[10] Jungmichel, N., The Carbon Footprint of Textiles, Systain Consulting, Berlin, Germany, 2010.
[11] Textile Exchange, 2018
[12] A.Barber, G. Pellow. Life Cycle Assessment: New Zealand Merino. Industry – Merino Wool Total Energy Use and Carbon Dioxide.
[13] 羊毛的製程
https://www.peta.org/issues/animals-used-for-clothing/wool-industry/
[14] Is silk vegan?
https://www.peta.org/blog/is-silk-vegan/
[15] How sustainable is linen
https://goodonyou.eco/how-sustainable-is-linen/
[16] 夏日穿這最防曬
https://health.tvbs.com.tw/regimen/318013
[17] 天絲、萊賽爾、木代爾、嫘縈有什麼不同?
https://oghome.com.tw/tencel-level/
[18] Rayon Man Made Fiber: Spinning-methods
https://www.brainkart.com/article/Rayon---Man-Made-Fiber---Spinning-methods,-Manufacturing,-Properties_1767/
[19] Bernie Thomas, Matt Fishwick, James Joyce, A Carbon Footprint for UK Clothing and Opportunities for Savings, Anton van Santen Environmental ResourcesManagement Limited (ERM)
[20] 紡織品資訊應用知識服務網 全球有機棉生產飆升56% http://monitor.textiles.org.tw/newsdetail.aspx?id=32992
manufacturing journal 在 一二三渡辺 Youtube 的精選貼文
前回はビックスクーターで、登場、
今回からXXで、
タイヤ交換のためにタイヤ積んでます、
CBR1100XX SuperBlackbird (Shebearl Dableccssuparbraccbard) is a motorcycle of four strokes and displacements 1,137cc that Honda Motor Co., Ltd. was manufacturing. Both domestic sales and export have ended now though it was treated as a flagship in the CBR series. Outline
Honda Motor Co., Ltd. appears in restyling from CBR1000F in 1996. In that case, a pet name "Super-blackbird" was given in the meaning said that was connected to "Blackbird" that was the pet name of surveillance plane "SR-71" of an American air force that was the aircraft at the velocity of the world, and it exceeded. Therefore, the cooperation of the U.S. Air Force is received in the pop promo of this car, and CBR1100XX and SR-71 accomplish competing in the air base.
As a concept
1. Comfortable livability in super-high-speed region
2. Overwhelming absolute performance
3. The middle class level is handled though it is a large displacement car.
It was a car of mass-producing on the market of the world best performance
where was had both.
Four 1137cc water-cooled series cylinder engine of the new design that adopts two axis balancer achieves the highest 164ps in the world at that time. Maximum speed is one that doesn't come up slightly by actual measurement at 300 km/h though excelled from ZZR1100 of Kawasaki who was the rival at the development this time to a high-speed performance.
It comes to transfer the seat at the velocity of the world from Kawasaki by the appearance of ninja ZX-12R the GSX1300R falcon's appearing from the sea bass in 1999, and continuously while leaving the name of the car of mass-producing on the market at the velocity of the world wanted in 2000 at the sale this time. The self-imposed restraint of which 300 km/h is a maximum speed upper bound of the motorcycle in 2001 has started, a big restyling is not done to the production stoppage in 2007, and the character as Haispedotsarar has become strong. Moreover, it is used as a development vehicle of VCM (Variable Cylinder Management: cylinder stop system) that is next generation's fuel fuel cost improvement technology, and 2 in the magazine medium from which impression is open to the public.
It is a motorcycle that Isao Yamanaka who had invented a lot of great cars as an engineer of HONDA developed at the end, and 3 said, "It is a compilation to invest everything current, and the happiest motorcycle".
The headlight of the top and bottom two step is adopted for the full caul body that thoroughly pursued aerodynamic. The synchronization brake is equipped normally before and after being called D-CBS. For the tone of red to lighten in 1998, and to prevent over cool in the cold district, the by-pass of Rageetar was added. Even the model is a carburetor specification in 1998, and it is a model to whom the chalk is only attached in CBR1100XX. The accelerating force and the response are sharper than the injection model since the second generation though a maximum speed region doesn't change. In the founder blackbird, as a motorcycle of the carburetor specification, on the market, acceleration and maximum speed are the fastest models. Low-speed..gear..Red Zone..blow..at the same time as..accelerating force..further..increase..power..band..use regularly..user..partially..core..acceleration..mania..rocket engine..missile..acceleration..criticize.Not a rapid response like the carburetor specification but the getting on taste has smoothed very much though this characteristic has been succeeded since the second generation made FI.
The direct air intake (ram air) has not taken side with the founder. The inspiratory port where the wire net under the headlight attached sends oil cooler the running style though it often makes a mistake. Because the cold wind doesn't hit oil cooler as it is because oil cooler has adhered behind the radiator, the inflow road of air is installed in this manner. (From the motorcycle technical journal 'Young machine' at the sale this time. )
manufacturing journal 在 一二三渡辺 Youtube 的最佳解答
前回はビックスクーターで、登場、
今回からXXで、
タイヤ交換のためにタイヤ積んでます、
CBR1100XX SuperBlackbird (Shebearl Dableccssuparbraccbard) is a motorcycle of four strokes and displacements 1,137cc that Honda Motor Co., Ltd. was manufacturing. Both domestic sales and export have ended now though it was treated as a flagship in the CBR series. Outline
Honda Motor Co., Ltd. appears in restyling from CBR1000F in 1996. In that case, a pet name "Super-blackbird" was given in the meaning said that was connected to "Blackbird" that was the pet name of surveillance plane "SR-71" of an American air force that was the aircraft at the velocity of the world, and it exceeded. Therefore, the cooperation of the U.S. Air Force is received in the pop promo of this car, and CBR1100XX and SR-71 accomplish competing in the air base.
As a concept
1. Comfortable livability in super-high-speed region
2. Overwhelming absolute performance
3. The middle class level is handled though it is a large displacement car.
It was a car of mass-producing on the market of the world best performance
where was had both.
Four 1137cc water-cooled series cylinder engine of the new design that adopts two axis balancer achieves the highest 164ps in the world at that time. Maximum speed is one that doesn't come up slightly by actual measurement at 300 km/h though excelled from ZZR1100 of Kawasaki who was the rival at the development this time to a high-speed performance.
It comes to transfer the seat at the velocity of the world from Kawasaki by the appearance of ninja ZX-12R the GSX1300R falcon's appearing from the sea bass in 1999, and continuously while leaving the name of the car of mass-producing on the market at the velocity of the world wanted in 2000 at the sale this time. The self-imposed restraint of which 300 km/h is a maximum speed upper bound of the motorcycle in 2001 has started, a big restyling is not done to the production stoppage in 2007, and the character as Haispedotsarar has become strong. Moreover, it is used as a development vehicle of VCM (Variable Cylinder Management: cylinder stop system) that is next generation's fuel fuel cost improvement technology, and 2 in the magazine medium from which impression is open to the public.
It is a motorcycle that Isao Yamanaka who had invented a lot of great cars as an engineer of HONDA developed at the end, and 3 said, "It is a compilation to invest everything current, and the happiest motorcycle".
The headlight of the top and bottom two step is adopted for the full caul body that thoroughly pursued aerodynamic. The synchronization brake is equipped normally before and after being called D-CBS. For the tone of red to lighten in 1998, and to prevent over cool in the cold district, the by-pass of Rageetar was added. Even the model is a carburetor specification in 1998, and it is a model to whom the chalk is only attached in CBR1100XX. The accelerating force and the response are sharper than the injection model since the second generation though a maximum speed region doesn't change. In the founder blackbird, as a motorcycle of the carburetor specification, on the market, acceleration and maximum speed are the fastest models. Low-speed..gear..Red Zone..blow..at the same time as..accelerating force..further..increase..power..band..use regularly..user..partially..core..acceleration..mania..rocket engine..missile..acceleration..criticize.Not a rapid response like the carburetor specification but the getting on taste has smoothed very much though this characteristic has been succeeded since the second generation made FI.
The direct air intake (ram air) has not taken side with the founder. The inspiratory port where the wire net under the headlight attached sends oil cooler the running style though it often makes a mistake. Because the cold wind doesn't hit oil cooler as it is because oil cooler has adhered behind the radiator, the inflow road of air is installed in this manner. (From the motorcycle technical journal 'Young machine' at the sale this time. )