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王伊伶
億光電子工業 LED封裝製程良率預測系統
億光電子工業 LED封裝製程良率預測系統
億光電子工業 LED封裝製程良率預測系統
By
王伊伶
UI/UX designer
・
New Taipei City, Taiwan
Connect
●客戶名稱 億光電子億光電子工業股份有限公司 Everlight Electronics Co., Ltd. ●此案擔任角色 UI Designer ●公司背景說明 億光電子創立於1983年,以製造LED及其相關製品為主的臺灣光電公司,至2016年已在全球LED市場佔有率位居前五大的成績。 ●設計改善目標 現有製程過於老舊,透過導入訊能分析系統內建演算法讓LED產品不論在投料預測、產線分析以及良率趨勢上都能達到產值最大優化。 【執行專案遭遇什麼困難】 億光電子工業營業主項目為LED元件及燈具製造、研發及銷售,目前市佔率全台第一。其產業別較為特殊需要和配合PM大量討論溝通,卻因公司層級問題進而無法接觸真正使用者(工廠供應鏈的廠長、生產端),如何解決上述問題點成為執行專案時的一大挑戰。 【如何解決】 因應功能相當繁瑣透過視訊、會議密集討論開會外,也透過PM訪問了工廠端的執行者,了解億光在電子製程中每一個環節:製程前的「投料組合最佳化」、「機台健康度」、「預測準確度報表「,到已完成製作成品的「良率趨勢、「產線資料明細,背後演算法所支持的「演算條件設定」。最後透過此套封裝製程良率預測系統導入AI演算法改善億光電子現有產業問題端(投料不夠準確、準確度報表數值有所落差、機台使用耗損程度)。
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王伊伶
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Published: Mar 3rd 2019
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userexperience
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