Harbor Showcases AI-Powered Equipment Intelligence at SEMICON Taiwan 2026
Harbor AI 2.0 brings multi-modal sensing, AI diagnostics, and predictive insights together to support semiconductor equipment reliability — from Sub-Fab assets and electrical systems to autonomous inspection.
In semiconductor manufacturing, an unplanned shutdown can affect far more than a single piece of equipment.
From Sub-Fab vacuum pumps, motors, and rotating equipment to high-voltage electrical infrastructure and hazardous inspection areas, undetected equipment degradation can impact production continuity, maintenance planning, and ultimately process stability and yield.
At SEMICON Taiwan 2026, Harbor Technology Solutions will showcase Harbor AI 2.0, its AI-powered equipment intelligence and decision governance platform designed to transform equipment data from passive monitoring into actionable insights for anomaly diagnostics, risk prediction, and maintenance decision-making.
Ask Your Equipment｜Harbor AI 2.0
When an abnormal signal appears, engineers need more than another dashboard. They need answers:
Which equipment is abnormal?
Is the condition getting worse?
How long can the equipment continue operating?
What should be inspected next?
Harbor AI 2.0 integrates equipment health conditions, historical trends, anomaly events, and Remaining Useful Life (RUL) prediction with AI-powered analysis, helping engineers turn complex equipment signals into understandable and actionable maintenance information.
To address the data security and IT requirements of semiconductor environments, Harbor solutions can also support On-Premise, Cloud, and Hybrid deployment architectures, allowing implementation to be aligned with enterprise cybersecurity and data governance policies.
AI Guard Solutions｜Sense Equipment Risks from Multiple Dimensions
At SEMICON Taiwan 2026, Harbor will also demonstrate its AI Guard Solutions, covering multiple sensing dimensions.
Vibration Guard analyzes vibration characteristics, equipment health, and degradation trends to identify potential abnormalities in vacuum pumps, motors, and other rotating equipment while supporting RUL prediction.
Power Guard provides ultra-early partial discharge monitoring and diagnostics for high-voltage electrical equipment, combining full-band sensing with AI-based feature analysis to identify insulation degradation and potential electrical risks.
Sound Guard uses AI-powered acoustic sensing and abnormal sound analysis to identify equipment anomalies and high-frequency acoustic characteristics.
Vision Guard transforms conventional video monitoring into proactive AI-based recognition and real-time event alerts.
Multi-Modal AI Sensing Inspection
For high-temperature, high-pressure, high-noise, corrosive, and other hazardous industrial environments, Harbor will also showcase its Multi-Modal AI Sensing Inspection Solution.
By integrating autonomous robotic inspection with sound, vision, vibration, and temperature sensing, the solution enables Harbor AI to analyze anomalies and manage events across multiple sensing modalities. This supports 24/7 autonomous inspection while reducing personnel exposure to hazardous environments and improving inspection coverage and response efficiency.
Factories do not lack data. What they need is actionable information at the right time.
Harbor is bringing AI beyond simply detecting abnormalities — toward understanding problems, predicting risks, and supporting better decisions.
Visit Harbor at SEMICON Taiwan 2026
Have a challenge involving Sub-Fab equipment, vacuum pumps, rotating machinery, electrical infrastructure, or hazardous inspection environments?
Visit Harbor at SEMICON Taiwan 2026 to experience Harbor AI 2.0, Vibration Guard, Power Guard, Sound Guard, Vision Guard, and the Multi-Modal AI Sensing Inspection Solution, and discuss your equipment challenges directly with the Harbor team.
Date｜September 2–4, 2026
Venue｜Taipei Nangang Exhibition Center, Hall 2, 7F
Harbor Technology Solutions｜Booth T9136
Bring us your toughest equipment challenge. Meet Harbor at T9136.
在半導體製造現場，一次非計畫性停機，影響的不只是單一設備。
從 Sub-Fab 真空泵浦、馬達與旋轉設備，到廠務高壓電力系統與高風險巡檢場域，設備異常若未能及早發現，都可能進一步影響產線穩定、維護排程，甚至製程與良率。
於 SEMICON Taiwan 2026，Harbor 皓博科技將以 Harbor AI 2.0 AI 決策洞察與治理平台為核心，展示如何結合振動、電力、聲學、影像等多維度感知技術，讓設備資料不只停留在「監測」，而能進一步轉化為異常診斷、風險預判與維護決策。
設備怎麼了，問就對了｜Harbor AI 2.0
當工程師發現設備數據異常，真正需要知道的往往不是「數值是多少」，而是：
哪一台設備有異常？
異常正在惡化嗎？
設備預估還能運轉多久？
接下來應該優先檢查什麼？
Harbor AI 2.0 整合設備健康狀態、歷史趨勢、異常事件與 RUL 剩餘壽命預測，並透過 AI 對話與分析能力，協助工程人員將複雜的設備訊號轉化為更直覺、可行動的維護資訊。
針對半導體產業高度重視的資料安全與 IT 架構需求，Harbor 解決方案亦可依企業環境規劃 On-Premise 地端、Cloud 雲端及 Hybrid 混合式部署，讓企業能依內部資安政策與資料治理需求進行建置。
四大 AI Guard｜從設備劣化到電力、聲學與影像異常
本次展會亦將展示 Harbor AI Guard Solutions，從不同感知維度掌握設備與現場風險：
Vibration Guard 透過振動特徵、設備健康狀態與劣化趨勢分析，協助掌握真空泵浦、馬達及旋轉設備的潛在異常，並進一步支援 RUL 剩餘壽命預測。
Power Guard 針對高壓電力設備進行超早期局部放電監測與診斷，透過全頻段感知與 AI 特徵分析，協助掌握絕緣劣化與潛在電力風險。
Sound Guard 結合 AI 聲學感知與異音分析，協助辨識設備異常聲源及特定高頻聲學特徵，提升人員難以持續監聽場域的巡檢效率。
Vision Guard 則透過 AI 影像分析，讓傳統被動錄影進一步轉化為主動辨識與即時事件告警。
Multi-Modal AI Sensing Inspection｜讓 AI 進入人員不易長時間進入的場域
針對高溫、高壓、高噪音、腐蝕性氣體及其他高風險工業環境，Harbor 同步展示 Multi-Modal AI Sensing Inspection Solution 多維度 AI 感知巡檢方案。
透過自主巡檢載具整合 Sound、Vision、Vibration、Temperature 等多模態感知能力，搭配 Harbor AI 進行異常辨識與事件管理，可執行 7×24 自主巡檢，降低人員進入高風險區域的需求，同時提升巡檢覆蓋率與異常反應效率。
工廠不缺資料，真正缺的是在對的時間，得到可以採取行動的資訊。
Harbor 希望讓 AI 從「看見設備異常」，進一步走向「理解問題、預判風險、協助決策」。
SEMICON Taiwan 2026｜歡迎現場實際體驗
想知道 AI 如何應用於您的 Sub-Fab 設備、真空泵浦、旋轉設備、廠務電力系統或高風險巡檢場域？
歡迎於 SEMICON Taiwan 2026 蒞臨 Harbor 展位，現場將展示 Harbor AI 2.0、Vibration Guard、Power Guard、Sound Guard、Vision Guard 與 Multi-Modal AI Sensing Inspection Solution，並可與 Harbor 團隊直接交流實際設備痛點與導入情境。
展覽日期｜2026 年 9 月 2 日－9 月 4 日
展覽地點｜台北南港展覽館 2 館 7F
Harbor 皓博科技｜Booth T9136
帶著您的設備問題來，讓我們在 T9136 一起找答案。