一、動機與挑戰
數位化提升石英元件之應用與需求,其檢測仍依賴於傳統人力目視查核
安碁科技為國內知名專業之石英振盪器製造廠。石英元件(Crystal)為各項電子產品的基礎,有著「數位產品脈搏」之稱,其製程長且複雜,屬高技術密集與高資本、高精密、高可靠度之生產模式。由於石英元件在物理上具壓電效應、溫度係數小、低損耗(High Q)等特性,在產品走向數位化後,應用層面越趨廣泛,對其需求與應用範圍也日益增加。
此外,於頻率元件走向微型化,製造過程都以自動化設備協助,但在外觀品檢部分,卻仍由作業人員透過顯微鏡檢視產品,在投入大量人力、時間下,雖有效控制出貨品質,但隨著需求量增加,廠商提高產能,自動化的檢測設備需求,已經刻不容緩。
二、策略與方向
將AI視覺辨識技術導入被動元件高速瑕疵檢測平台,期提高辨識正確率
資策會團隊初期以AI演算法模型技術協助評估檢測的可能性,進行POC實驗,每類瑕疵的樣本數達1,000以上時,AI視覺辨識技術之準確率準確率可望超過99.5%。資策會與偲倢科技合作,將AI視覺辨識技術導入被動元件高速瑕疵檢測平台,協助安碁科技規劃檢測設備整合方案,並透過鏡頭、相機、光源的組合,模擬取樣環境,讓取樣範圍可滿足全系列產品。
以AI技術結合AOI檢測設備,應用於焊封製程後的半成品檢驗,透過外觀檢驗,可掌握產品焊封之狀況,並提前排除瑕疵品。同時建立機器學習辨識模式,未來新開發的產品亦能藉由AI模型學習,自動啟動辨識模型重新訓練,藉此達到AI視覺辨識模型更新,如圖1所示。
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)
圖1 焊封AOI檢測示意圖
資料來源:資策會,2020年
三、成效與價值創造
完善AI檢測系統數位方案,降低大量人力成本,提升檢測準備度達99.5%
資策會團隊與AOI業者,除協助安碁科技廠商完善AI檢測系統解決方案外,亦導入產線進行實證,檢測準確度達≧99.5%,並節省檢測人力,有效達成檢驗之目標。未來也可依實際需求擴增AI檢測設備,滿足每日的產能需求。此外,規劃可運用至產線上其他檢測站,以提升優化全廠的檢測效率。
【成功關鍵】對於市場趨勢的掌握,結合新AI技術企業內部產線問題