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3216部Youtube影片,追蹤數超過6萬的網紅Herman Yeung,也在其Youtube影片中提到,Note download 筆記下載 : https://hermanutube.blogspot.hk/2016/01/youtube-pdf.html -----------------------------------------------------------------------...
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efficiency中文 在 林維萱 物理治療師 Tina Lin PhysioTherapist Facebook 的最讚貼文
KINETIC CONTROL系列課程介紹😆 之前經總部同意翻譯,整理一下之後希望幫助大家瞭解一下總共有哪些課程。Coordination Efficiency 主軸在於動作「方向」的控制,muscle synergies 在於動作「肌肉」的控制,這兩大系列內是接觸KC的起手式,從哪一堂課程開始上都可以,用「拼圖」來打個比方,當這六堂課程「拼」完後,也就能對動作控制有更通盤的瞭解。接續下來,以這六堂為基礎,就可以開啟變成大師的門😆😆😆 其實是大師課系列:包含臨床上複雜難解的薦髂、胸椎肋骨、膝、踝、臨床邏輯推理(大推)、以KC概念執行的trigger points 治療、創辦人Mark研發的徒手技術...等等。中文版課程辦課基地: 康卓健康 OPTimal COntrol Wellness Center台北康卓健康,同時,若覺得台北太遠,也歡迎其他縣市的夥伴來申請在您自己的縣市主辦課程💪🏻
Ps. 目前中文課程請見綠色系列,紅色系列的課程內容與綠色一樣,差別在於需要請長假密集上課,是由台灣物理治療學會辦理
#kineticcontrol #comeramovementscience #cmsasiahub
efficiency中文 在 梅竹黑客松 Facebook 的最佳解答
【企業工作坊x題目介紹|台灣美光】
大家期待已久的賽前工作坊,這次輪到誰了呢?
答案就是—台灣美光 🎉 🎉
有興趣的同學和梅竹黑客松的參賽者
可不能錯過這個了解企業與學習技術的機會喔!
美光科技(Micron Technology, Inc.)是全球前三大記憶體製造商
總部設立於美國,並於台灣、日本、歐洲等地設有研發設計或製造據點
主要產品包括DRAM、NAND快閃記憶體、CMOS影像感測器與其它半導體元件和記憶體模組
📍本次台灣美光黑客松的題目如下:
❝
The covid-19 pandemic changes how we work today in the factory. For mitigating the pandemic, many companies are forced to let employees work from home(WFH). The WFH may become a normal working model in the factory.
Please provide "a minimum viable product" to support WFH in order to keep
⚫ Productivity
⚫ Efficiency
⚫ Collaboration
⚫ Team work
⚫ And the security as well
What functions we need for WFH?
⚫ Video conference
⚫ Instance Message (Communication tool)
⚫ Tasks tracking/meeting minutes
⚫ White board
⚫ Other creative functions will be plus
Do not need to cover all functions, just cover as possible as you can.
You can use any existing open source resources.
Micron WFH experience during the pandemic
⚫ Micron employees: > 7000
⚫ WFH maximum employees: > 2000
⚫ Work hours: 8:00-17:00
⚫ Meeting
• Count: 2~4/day
• Period: 1~2 hours/meeting
• Attendee: 2~hundreds. Global meeting: even thousands
• Time zone: Taiwan, USA(Boise), Japan, India, Singapore...
• Language: English, Chinese
In Micron, we use VPN/Remote Desktop/Online meeting to support team members WFH. But team member may feel isolation and separation because lack of face to face contact. Therefore, we need creative ways to let team members have the same feeling even better when WFH comparing work on site.
We are looking forward you can provide such kind of creative ways to Micron.
The feedback for WFH:
⚫ How to resolve system issues quickly when WFH?
⚫ Working hour is longer due to not easy to distinguish between office and home
⚫ How does team member know colleague is working or not?
⚫ How to improve the isolation and separation feeling?
❞
📍台灣美光賽前工作坊流程:
第一節 (50mins)
工作坊會帶您了解美光公司內部,在輔助員工每日工作時所需使用到的工具。
例如:在家如何遠端進入公司網域辦公、如何開線上會議、保留會議記錄、代辦事項的追蹤、同仁之間溝通方式等。
第二節(50mins)
關於資安:
a.在家辦公時,如何透過驗證方式進入公司網域辦公
b.員工郵件、網頁瀏覽等須注意事項
c.廠區內對資安保護的規範。
美光人事物:
a.我們的員工來自世界各地,除了中文,也得同時考慮英文介面的設計
b.認識IT部門的一天工作流程
c.跨部門的合作。
真實案例分享:
a.遠距辦公遇到系統問題時的解決辦法
b.收到員工對於遠距辦公的抱怨內容
c.美光已實行過”讓員工有更棒的WFH體驗”作法大公開。
第三節 (20mins)
Q&A
🔽現在就來報名梅竹黑客松和賽前工作坊吧🔽
https://signup.meichuhackathon.org/
(建議使用電腦瀏覽網站)
---------------------------------
〔合作企業〕 LINE、羅技電子、台灣美光、意法半導體、Girls in Tech
〔贊助企業〕 AWS、曉數碼、國泰金控、Google、中華電信、原相科技、PChome、104資訊科技、Nokia
efficiency中文 在 Herman Yeung Youtube 的精選貼文
Note download 筆記下載 : https://hermanutube.blogspot.hk/2016/01/youtube-pdf.html
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A. Basic Economics Concepts 基本經濟概念 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qqV5XGkWjbTy23XwkqNE0I
B. Firms & Production 廠商與生產 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qrlkuI1wdJUa3UZs0txvjN
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E. Efficiency, Equity & the role of government 效率、公平和政府的角色 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8onmTnt7Dghh4pVud9e3PPU
F. Measurement of Economic Performance 經濟表現的量度 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qIHKIc6pUHUIfTXc3Cmjv3
G. National Income Determination & Price Level 國民收入決定及價格水平 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8pkBABdTOtjs_8aPoTdUf61
H. Money & Banking 貨幣與銀行 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8oFN6Fe_5aEk0mnJpfBe0S1
I. Macroeconomic Problems & Policies 宏觀經濟問題和政策 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8onndGtdUUvNQpcmax7a1VX
J. International trade & finance 國際貿易和金融 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8poqrVsbrWDq5V2-ZsNAwBi
E1. Elective I : Monopoly Pricing, Anti-competitive Behaviours and Competition Policy 壟斷定價、反競爭行為及競爭政策 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8r5Fz1mXcELz7CQ79Omr6nb
E2. Elective II: Extension of Trade Theory, Economic Growth and Development 貿易理論之延伸、經濟增長及發展 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8pesBkw164n1FW0G_UwoiT0
Notes Only Version : https://www.youtube.com/playlist?list=PLzDe9mOi1K8pTsr5jwcpqD4fcPTQZetR8
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efficiency中文 在 Herman Yeung Youtube 的最佳解答
Note download 筆記下載 : https://hermanutube.blogspot.hk/2016/01/youtube-pdf.html
------------------------------------------------------------------------------
Economics 所有 videos 的 Playlist 可看: https://www.youtube.com/playlist?list=PLzDe9mOi1K8o8H4_PAK1oLM_vhUpd0Xk9
分類的 Playlist 可看:
A. Basic Economics Concepts 基本經濟概念 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qqV5XGkWjbTy23XwkqNE0I
B. Firms & Production 廠商與生產 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qrlkuI1wdJUa3UZs0txvjN
C. Market & Price 市場與價格 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8oOWHDRwYI8hvuUhNp9qcQk
D. Competition & Market structure 競爭與市場結構 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8q982crii7XomNNjIx-f8rd
E. Efficiency, Equity & the role of government 效率、公平和政府的角色 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8onmTnt7Dghh4pVud9e3PPU
F. Measurement of Economic Performance 經濟表現的量度 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qIHKIc6pUHUIfTXc3Cmjv3
G. National Income Determination & Price Level 國民收入決定及價格水平 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8pkBABdTOtjs_8aPoTdUf61
H. Money & Banking 貨幣與銀行 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8oFN6Fe_5aEk0mnJpfBe0S1
I. Macroeconomic Problems & Policies 宏觀經濟問題和政策 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8onndGtdUUvNQpcmax7a1VX
J. International trade & finance 國際貿易和金融 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8poqrVsbrWDq5V2-ZsNAwBi
E1. Elective I : Monopoly Pricing, Anti-competitive Behaviours and Competition Policy 壟斷定價、反競爭行為及競爭政策 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8r5Fz1mXcELz7CQ79Omr6nb
E2. Elective II: Extension of Trade Theory, Economic Growth and Development 貿易理論之延伸、經濟增長及發展 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8pesBkw164n1FW0G_UwoiT0
Notes Only Version : https://www.youtube.com/playlist?list=PLzDe9mOi1K8pTsr5jwcpqD4fcPTQZetR8
Definition 背誦︰
中英對照︰ https://www.youtube.com/playlist?list=PLzDe9mOi1K8ohGrOAWAsVQK3PFBqrXf2V
純英版︰ https://www.youtube.com/playlist?list=PLzDe9mOi1K8pFSFPWu1LJvURZujQzVJvD
純中版︰ https://www.youtube.com/playlist?list=PLzDe9mOi1K8odYV54ZMTkj2m7BWvMU9pB
電子書 (中英對照版 - 230頁) (HK$19.90)︰
https://play.google.com/store/books/details?id=ax3kDwAAQBAJ&rdid=book-ax3kDwAAQBAJ&rdot=1&source=gbs_vpt_read&pcampaignid=books_booksearch_viewport
電子書 (純英文版 - 159頁) (HK$19.90)︰
https://play.google.com/store/books/details?id=Xh3kDwAAQBAJ&rdid=book-Xh3kDwAAQBAJ&rdot=1&source=gbs_atb&pcampaignid=books_booksearch_atb
電子書 (純中文版 - 159頁) (HK$19.90)︰
https://play.google.com/store/books/details?id=Yh3kDwAAQBAJ&rdid=book-Yh3kDwAAQBAJ&rdot=1&source=gbs_vpt_read&pcampaignid=books_booksearch_viewport
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HKDSE Econ Past Paper Solution : https://www.youtube.com/playlist?list=PLzDe9mOi1K8rq7kTVAuDerVqrfT6WstsV
HKCEE Econ Past Paper Solution : https://www.youtube.com/playlist?list=PLzDe9mOi1K8oVtFNEdJIya9ANc1X5nhTw
HKALE Econ Past Paper Solution : https://www.youtube.com/playlist?list=PLzDe9mOi1K8pXFnsqOlPtL3DtsDsb7w4l
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HKDSE Mathematics 數學天書 訂購表格及方法︰
http://goo.gl/forms/NgqVAfMVB9
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efficiency中文 在 Herman Yeung Youtube 的最讚貼文
Note download 筆記下載 : https://hermanutube.blogspot.hk/2016/01/youtube-pdf.html
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Economics 所有 videos 的 Playlist 可看: https://www.youtube.com/playlist?list=PLzDe9mOi1K8o8H4_PAK1oLM_vhUpd0Xk9
分類的 Playlist 可看:
A. Basic Economics Concepts 基本經濟概念 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qqV5XGkWjbTy23XwkqNE0I
B. Firms & Production 廠商與生產 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qrlkuI1wdJUa3UZs0txvjN
C. Market & Price 市場與價格 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8oOWHDRwYI8hvuUhNp9qcQk
D. Competition & Market structure 競爭與市場結構 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8q982crii7XomNNjIx-f8rd
E. Efficiency, Equity & the role of government 效率、公平和政府的角色 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8onmTnt7Dghh4pVud9e3PPU
F. Measurement of Economic Performance 經濟表現的量度 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8qIHKIc6pUHUIfTXc3Cmjv3
G. National Income Determination & Price Level 國民收入決定及價格水平 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8pkBABdTOtjs_8aPoTdUf61
H. Money & Banking 貨幣與銀行 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8oFN6Fe_5aEk0mnJpfBe0S1
I. Macroeconomic Problems & Policies 宏觀經濟問題和政策 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8onndGtdUUvNQpcmax7a1VX
J. International trade & finance 國際貿易和金融 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8poqrVsbrWDq5V2-ZsNAwBi
E1. Elective I : Monopoly Pricing, Anti-competitive Behaviours and Competition Policy 壟斷定價、反競爭行為及競爭政策 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8r5Fz1mXcELz7CQ79Omr6nb
E2. Elective II: Extension of Trade Theory, Economic Growth and Development 貿易理論之延伸、經濟增長及發展 … https://www.youtube.com/playlist?list=PLzDe9mOi1K8pesBkw164n1FW0G_UwoiT0
Notes Only Version : https://www.youtube.com/playlist?list=PLzDe9mOi1K8pTsr5jwcpqD4fcPTQZetR8
Definition 背誦︰
中英對照︰ https://www.youtube.com/playlist?list=PLzDe9mOi1K8ohGrOAWAsVQK3PFBqrXf2V
純英版︰ https://www.youtube.com/playlist?list=PLzDe9mOi1K8pFSFPWu1LJvURZujQzVJvD
純中版︰ https://www.youtube.com/playlist?list=PLzDe9mOi1K8odYV54ZMTkj2m7BWvMU9pB
電子書 (中英對照版 - 230頁) (HK$19.90)︰
https://play.google.com/store/books/details?id=ax3kDwAAQBAJ&rdid=book-ax3kDwAAQBAJ&rdot=1&source=gbs_vpt_read&pcampaignid=books_booksearch_viewport
電子書 (純英文版 - 159頁) (HK$19.90)︰
https://play.google.com/store/books/details?id=Xh3kDwAAQBAJ&rdid=book-Xh3kDwAAQBAJ&rdot=1&source=gbs_atb&pcampaignid=books_booksearch_atb
電子書 (純中文版 - 159頁) (HK$19.90)︰
https://play.google.com/store/books/details?id=Yh3kDwAAQBAJ&rdid=book-Yh3kDwAAQBAJ&rdot=1&source=gbs_vpt_read&pcampaignid=books_booksearch_viewport
_______________________________________________
HKDSE Econ Past Paper Solution : https://www.youtube.com/playlist?list=PLzDe9mOi1K8rq7kTVAuDerVqrfT6WstsV
HKCEE Econ Past Paper Solution : https://www.youtube.com/playlist?list=PLzDe9mOi1K8oVtFNEdJIya9ANc1X5nhTw
HKALE Econ Past Paper Solution : https://www.youtube.com/playlist?list=PLzDe9mOi1K8pXFnsqOlPtL3DtsDsb7w4l
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Please subscribe 請訂閱 :
https://www.youtube.com/hermanyeung?sub_confirmation=1
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HKDSE Mathematics 數學天書 訂購表格及方法︰
http://goo.gl/forms/NgqVAfMVB9
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Blogger : https://goo.gl/SBmVOO
Facebook : https://www.facebook.com/hy.page
YouTube: https://www.youtube.com/HermanYeung
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efficiency中文 在 你知道什麼是材料效率(Material efficiency)嗎? - Facebook 的美食出口停車場
你知道什麼是材料效率(Material efficiency)嗎? 簡單的說就是為了人類經濟活動需要所建造的硬體(包含基礎設施、建築物、設備與商品), 其所建造時所需 ... ... <看更多>