2024 年 10 大工業機械趨勢
1. Robotization 1. 機器人化
Robotization provides innovative solutions to traditional challenges faced by industrial machines solving the issues of inefficiency, human error, and the limitations of manual labor. Robots with their precision and repeatability address these concerns by ensuring consistent quality and minimizing defects. Also, the ability of these robots to adapt to various tasks through programming and AI enables the quick reconfiguration of operations, saving both time and resources.
機器人化為工業機器面臨的傳統挑戰提供了創新的解決方案，解決了效率低下、人為錯誤和體力勞動的限制等問題。具有精度和可重複性的機器人通過確保一致的品質和最大限度地減少缺陷來解決這些問題。此外，這些機器人能夠通過程式設計和 AI 適應各種任務，從而能夠快速重新配置操作，從而節省時間和資源。
This adaptability is crucial in catering to dynamic market demands and short operation cycles. With sensors and cameras, robots enhance safety by detecting potential hazards and responding swiftly to avoid accidents. All of these allow robotized machinery to function around the clock, which is beneficial for meeting tight deadlines and handling large workloads with minimal human interaction.
這種適應性對於滿足動態的市場需求和較短的運營周期至關重要。借助感測器和攝像頭，機器人通過檢測潛在危險並快速回應以避免事故來提高安全性。所有這些都使機器人化機器能夠全天候運行，這有利於滿足緊迫的期限並以最少的人工干預處理大量工作負載。
Fort Robotics offers a Robotics Control Platform
Fort Robotics 提供機器人控制平臺
US-based startup Fort Robotics develops a robotics control platform (RCP) to maximize the safety, security, and productivity of robotic assets. The startup’s solution includes both software and hardware tools to reduce risk and ensure control of robotic systems.
總部位於美國的初創公司 Fort Robotics 開發了一種機器人控制平臺 （RCP），以最大限度地提高機器人資產的安全性、安全性和生產力。這家初創公司的解決方案包括軟體和硬體工具，以降低風險並確保對機器人系統的控制。
The platform improves human-to-robot collaboration and enables enhanced machine-to-machine communications. It ensures reliable interaction with robots in unpredictable environments that change on the fly with built-in pathways and protections.
該平臺改善了人與機器人的協作，並增強了機器對機器的通信。它確保在不可預測的環境中與機器人進行可靠的交互，這些環境通過內置路徑和保護功能動態變化。
Hortobot develops Autonomous Agriculture Robots
Hortobot 開發自主農業機器人
Italian startup Hortobot designs and produces robotic solutions for use in the horticulture and agriculture industries. The HB700 All-in-One is the startup’s solution that incorporates multiple tool systems for various cultivation processes like sowing, weeding, and harvesting.
義大利初創公司 Hortobot 設計並生產用於園藝和農業行業的機器人解決方案。HB700 All-in-One 是這家初創公司的解決方案，它包含多個工具系統，用於播種、除草和收割等各種栽培過程。
The machinery performs tasks with low added value while operators are free to plan production and assortments evaluating the economic yield from sales. This facilitates higher production yields on the same cultivation soil and reduces fatigue activities for the management of the soils.
機器執行附加值低的任務，而操作員可以自由規劃生產和分類，評估銷售的經濟收益。這有助於在相同的耕作土壤上提高產量，並減少土壤管理的疲勞活動。
2. Artificial Intelligence
2. 人工智慧
With its self-learning algorithms, AI empowers machines to optimize their own operations, recognize patterns, and make predictive decisions. This ensures consistent and enhanced productivity. AI’s ability to identify patterns facilitates predictive maintenance that forecasts machine wear and tear. Consequently, it significantly reduces unplanned downtimes and ensures optimal utilization of resources.
憑藉其自學習演算法，AI 使機器能夠優化自己的操作、識別模式並做出預測性決策。這確保了一致和增強的生產力。AI 識別模式的能力有助於預測機器磨損的預測性維護。因此，它顯著減少了計劃外停機時間，並確保了資源的最佳利用。
This also improves human-machine collaboration, allowing workers to focus on tasks that require creativity, problem-solving, and decision-making while machines handle repetitive, physically demanding, or dangerous tasks. In this way, artificial intelligence forms an integral trend in industrial machinery to enhance productivity and reliability.
這還改善了人機協作，使工人能夠專注於需要創造力、解決問題和決策的任務，而機器則處理重複、體力要求高或危險的任務。通過這種方式，人工智慧成為工業機械中提高生產力和可靠性不可或缺的趨勢。
Sarox aids Machine Fault Identification
Sarox 幫助識別機器故障
Canadian startup Sarox provides a machine-learning-powered condition monitoring and energy management solution to keep machines up and running. Sarox C-110T is the startup’s secure platform that continuously monitors, analyzes, and assesses machinery health parameters.
加拿大初創公司 Sarox 提供機器學習驅動的狀態監測和能源管理解決方案，以保持機器正常運行。Sarox C-110T 是這家初創公司的安全平臺，可持續監測、分析和評估機械健康參數。
The platform identifies faults in industrial assets at a very early stage to avoid unplanned outages. This predictive maintenance tool streamlines maintenance management, asset integrity, and overhaul planning.
該平臺可在非常早期的階段識別工業資產中的故障，以避免計劃外停機。此預測性維護工具可簡化維護管理、資產完整性和大修計劃。
prenode enables Independently Optimized Machines
prenode 啟用獨立優化的機器
German startup prenode combines data and AI to optimize machine operations. The startup’s edge AI platform aids the deployment of AI on edge devices to facilitate predictive maintenance, anomaly detection, and process control.
德國初創公司 prenode 將數據和 AI 相結合，以優化機器操作。這家初創公司的邊緣 AI 平臺有助於在邊緣設備上部署 AI，以促進預測性維護、異常檢測和過程控制。
It enables real-time data processing directly for individual machines allowing them to react to changes very fast. This direct processing also avoids the need for constant cloud connectivity, giving machines the ability to operate in offline or low-connectivity environments.
它可以直接對單個機器進行實時數據處理，使它們能夠非常快速地對變化做出反應。這種直接處理還避免了對持續雲連接的需求，使機器能夠在離線或低連接環境中運行。
3. IIoT-enabled Equipment
3. 支援 IIoT 的設備
Equipment with embedded sensors enables connectivity into machinery and industrial processes, facilitating real-time data collection and analysis across the entire operational ecosystem. This interconnectivity ensures instantaneous feedback, which allows optimized operations, reduces energy consumption, and improves overall equipment effectiveness (OEE).
帶有嵌入式感測器的設備能夠連接到機械和工業流程中，從而促進整個運營生態系統中的實時數據收集和分析。這種互連性確保了即時反饋，從而優化了操作，降低了能耗，並提高了整體設備效率 （OEE）。
Additionally, IIoT-enabled equipment fosters greater transparency, allowing for remote monitoring and control, which is especially valuable for industries with distributed operations. IIoT also aids industries in adhering to regulatory standards by automating data collection and reporting. This industrial machinery trend provides real-time machine insights that enhance the agility, efficiency, and responsiveness of machines.
此外，支援 IIoT 的設備提高了透明度，允許遠端監控和控制，這對於分散式運營的行業尤其有價值。IIoT 還通過自動化數據收集和報告來幫助行業遵守監管標準。這種工業機械趨勢提供了即時的機器洞察，從而提高了機器的敏捷性、效率和回應能力。
Cohera offers a Modular Sensor Platform
Cohera 提供模組化感測器平臺
US-based startup Cohera develops a modular sensor platform for efficient condition monitoring. The startup’s platform is sensor-agnostic, allowing it to work with a wide range of sensors and provide machine diagnostics locally, even in offline environments.
總部位於美國的初創公司 Cohera 開發了一種用於高效狀態監測的模組化感測器平臺。這家初創公司的平臺與感測器無關，使其能夠與各種感測器配合使用，並在本地提供機器診斷，即使在離線環境中也是如此。
The platform’s customizable operations system allows for fast and seamless integration with existing systems. The solution by providing real-time data on machine performance improves machinery maintenance by allocating field technicians more efficiently.
該平臺的可定製操作系統允許與現有系統快速無縫集成。該解決方案通過提供有關機器性能的實時數據，通過更高效地分配現場技術人員來改善機械維護。
embneusys enhances Real-time Asset Visibility
embneusys 增強了實時資產可見性
Greek startup embneusys offers an IoT platform for construction and mining industries to monitor their machinery and equipment regarding location and working conditions. The startup utilizes narrowband (NB) IoT devices mounted on equipment to monitor parameters like machine temperature, location, and working hours.
希臘初創公司 embneusys 為建築和採礦業提供了一個 IoT 平臺，以監控其機械和設備的位置和工作條件。這家初創公司利用安裝在設備上的窄帶 （NB） 物聯網設備來監控機器溫度、位置和工作時間等參數。
The solution allows asset owners to easily track and locate their equipment, avoiding theft and minimizing idling time. This increased visibility allows faster corrective actions and reduces operational costs.
該解決方案使資產擁有者能夠輕鬆跟蹤和定位他們的設備，避免盜竊並最大限度地減少空閒時間。這種增強的可見性可以更快地採取糾正措施並降低運營成本。
4. 3D Printing 4. 3D列印
3D printing overcomes the long-standing production challenges of traditional methods that often involve subtractive processes. These conventional processes are time-consuming, resource-intensive, and restrictive in terms of design complexity. 3D printing overcomes these limitations by allowing for the direct fabrication of intricate parts layer by layer, eliminating the need for molds or extensive machining.
3D 列印克服了傳統方法長期存在的生產挑戰，這些挑戰通常涉及減材工藝。這些傳統流程耗時、耗費資源，並且在設計複雜性方面具有限制性。3D 列印通過允許逐層直接製造複雜部件來克服這些限制，無需模具或進行大量加工。
Moreover, 3D printing makes customization economically feasible, enabling industries to tailor products to specific client needs without significant cost escalations. The technology also promotes sustainable practices by utilizing materials more efficiently and offering the potential to use recyclable or bio-based materials. Additionally, 3D printing rejuvenates aging machinery by producing replacement components on demand, mitigating issues related to obsolete or hard-to-find parts.
此外，3D 列印使定製在經濟上可行，使各行業能夠根據特定的客戶需求定製產品，而不會大幅增加成本。該技術還通過更有效地利用材料並提供使用可回收或生物基材料的潛力來促進可持續實踐。此外，3D 列印通過按需生產替換元件來使老化的機器恢復活力，從而緩解與過時或難以找到的零件相關的問題。
Rosotics develops Induction-based Additive Manufacturing
Rosotics 開發基於感應的增材製造
US-based startup Rosotics provides a metal additive manufacturing (AM) platform to eliminate the manufacturing challenges in the heavy industry. The startup’s solution involves rapid induction printing that utilizes induction to liquefy metal feedstock rather than a laser-based approach.
總部位於美國的初創公司 Rosotics 提供了一個金屬增材製造 （AM） 平臺，以消除重工業的製造挑戰。這家初創公司的解決方案涉及快速感應列印，利用感應來液化金屬原料，而不是基於鐳射的方法。
This process is significantly more energy efficient than the usual metal additive manufacturing methods. The solution offers a highly efficient AM solution that offers modularity and eliminates bottlenecks in production and implementation.
該工藝比通常的金屬增材製造方法更節能。該解決方案提供高效的增材製造解決方案，該解決方案提供模組化並消除生產和實施中的瓶頸。
OWL enables Powder-based Additive Manufacturing
OWL 支援基於粉末的增材製造
German startup Owl Additive Manufacturing specializes in hot isostatic pressing (HIP) and powder metallurgy. The HIP process involves treating components with elevated heat and pressure in an inert gas atmosphere. This eliminates internal cavities and micro-porosities through plastic deformation, flow, and diffusion bonding.
德國初創公司 Owl Additive Manufacturing 專注於熱等靜壓 （HIP） 和粉末冶金。HIP 工藝涉及在惰性氣體環境中以高溫和高壓處理元件。這通過塑性變形、流動和擴散鍵合消除了內部空腔和微孔。
The method facilitates the manufacturing of tungsten-based components, where powder metallurgy followed by HIP makes it easier to achieve complex designs. The startup serves various sectors, including aerospace, motorsport, mechanical engineering, and medical technology, ensuring efficient processes.
該方法有助於製造鎢基部件，其中粉末冶金后再進行 HIP 可以更輕鬆地實現複雜的設計。這家初創公司服務於各個領域，包括航空航太、賽車運動、機械工程和醫療技術，確保高效的流程。
5. Clean Energy Machines 5. 清潔能源機器
Clean energy machines directly address the mounting environmental and efficiency challenges that plague traditional systems. Transitioning to electric machines powered by renewable energy sources like wind, solar, and hydropower drastically reduces the carbon footprint of industrial operations. Apart from the environmental benefits, these machines are more energy-efficient, leading to lower operational costs and reduced resource consumption.
清潔能源機器直接解決了困擾傳統系統日益嚴峻的環境和效率挑戰。過渡到由風能、太陽能和水力發電等可再生能源提供動力的電機，可以大大減少工業運營的碳足跡。除了環境效益外，這些機器還更節能，從而降低了運營成本和資源消耗。
They also offer quieter and more sustainable alternatives, reducing noise pollution in industrial settings. Moreover, electric machines provide precise control and faster response times, which improves manufacturing accuracy and efficiency of processes. Further, their modularity and adaptability enable seamless integration with emerging technologies.
它們還提供更安靜、更可持續的替代方案，減少工業環境中的噪音污染。此外，電動機器提供精確的控制和更快的回應時間，從而提高製造精度和流程效率。此外，它們的模組化和適應性使其能夠與新興技術無縫集成。
BlueVein enables Dynamic Heavy Equipment Charging
BlueVein 支援動態重型設備充電
Australian startup BluVein offers a dynamic charging technology for heavy-duty battery electric mining vehicles. The startup’s BlueVein1 and BluVeinXL system electrifies underground mining, enabling the decarbonization of industrial equipment. The charging system is OEM-agnostic supporting underground mines with diverse heavy-haulage fleets.
澳大利亞初創公司 BluVein 為重型電池電動採礦車提供動態充電技術。這家初創公司的BlueVein1和 BluVeinXL 系統使地下採礦電氣化，從而實現工業設備的脫碳。該充電系統與 OEM 無關，為擁有各種重型運輸車隊的地下礦山提供支援。
The solution is capable of dynamically feeding power to mixed-OEM fleets. This enables the onboarding of smaller battery packs, faster vehicle haulage speeds up the ramp, grid load balancing, and maximum fleet availability.
該解決方案能夠動態地為混合 OEM 車隊供電。這使得更小的電池組的加入、更快的車輛運輸速度、爬坡速度、電網負載平衡和最大的車隊可用性成為可能。
4QT manufactures Heavy Equipment Electric Drives
4QT 製造重型設備電驅動裝置
Swiss startup 4QT develops high-power electric drives for heavy equipment. The startup’s axial-flux magnet-free motor has a stackable and power-dense architecture that offers modular torque output. The motor also consists of two rotors with differential torque, facilitating regenerative braking.
瑞士初創公司 4QT 為重型設備開發大功率電驅動裝置。這家初創公司的軸向磁通無磁電機具有可堆疊和功率密集的架構，可提供模組化扭矩輸出。該電機還由兩個具有差動扭矩的轉子組成，便於再生制動。
The drive system does not use rare-earth permanent magnets making it cheaper and recyclable by design. 4QT’s modular electric drive system aids heavy equipment manufacturers in electrifying their diesel fleets.
驅動系統不使用稀土永磁體，因此在設計上更便宜且可回收。4QT 的模組化電力驅動系統可説明重型設備製造商實現柴油機車隊的電氣化。
6. Immersive Tech (AR/VR)
6. 沉浸式技術 （AR/VR）
AR and VR are tools that overcome the traditional limitations of industrial machinery in training, troubleshooting, and maintenance. AR enhances worker training and maintenance by providing real-time, interactive information overlays on machinery. This makes it easier for operators to diagnose issues, perform repairs, and follow complex assembly procedures.
AR 和 VR 是克服工業機械在培訓、故障排除和維護方面的傳統限制的工具。AR 通過在機器上提供即時、互動式的資訊疊加來增強工人培訓和維護。這使操作員更容易診斷問題、執行維修和遵循複雜的裝配程式。
VR, on the other hand, enables immersive training experiences by exposing workers to simulated machinery operation and maintenance tasks in a safe and controlled virtual environment. This avoids the risks associated with hands-on training.
另一方面，VR 通過讓工人在安全可控的虛擬環境中接觸類比的機械操作和維護任務，實現身臨其境的培訓體驗。這避免了與實踐培訓相關的風險。
Both AR and VR enhance remote assistance by enabling experts to guide field technicians or operators in real-time, irrespective of location. In this way, AR and VR technologies enhance training, maintenance, and remote support capabilities, ultimately improving efficiency, safety, and productivity in industrial settings.
AR 和 VR 都使專家能夠即時指導現場技術人員或操作員，而不受位置限制，從而增強了遠端協助。通過這種方式，AR 和 VR 技術增強了培訓、維護和遠端支援能力，最終提高了工業環境中的效率、安全性和生產力。
Spatial Guide offers AR Instruction Manuals
Spatial Guide 提供 AR 使用說明書
US-based startup Spatial Guide offers an AR instruction manual that improves workforce productivity. GuideXR is the startup’s AR platform that enhances training, skill adoption, and familiarity with the work environment.
總部位於美國的初創公司 Spatial Guide 提供一本 AR 說明手冊，可以提高員工的工作效率。GuideXR 是這家初創公司的 AR 平臺，可增強培訓、技能採用和對工作環境的熟悉程度。
The platform educates operators about the equipment and environment using intuitive instructions. This allows technicians to work faster, minimizing machinery downtime and maximizing first-pass yield.
該平臺使用直觀的說明對操作員進行有關設備和環境的教育。這使技術人員能夠更快地工作，最大限度地減少機器停機時間並最大限度地提高一次通過率。
Watt enables Virtual Note-making
Watt 支援虛擬筆記製作
South Korean startup Watt offers an AR-based smart glass solution that makes hands-free field work more efficient and workers’ work environments safer. AR Post-it is one of the functions of the smart glass that facilitates AR data history management system using AI.
韓國初創公司 Watt 提供基於 AR 的智慧玻璃解決方案，使免提現場工作更高效，工人的工作環境更安全。AR Post-it 是智慧眼鏡的功能之一，它使用 AI 促進 AR 數據歷史管理系統。
The smart glass creates notes and takes photos through voice commands. It also records these documents in the system as if pasting a post-it. The startup’s interactive user interface makes these easier to read and edit, unlike reports or drawings.
智慧眼鏡通過語音命令創建筆記並拍照。它還會將這些文檔記錄在系統中，就像粘貼便利貼一樣。與報告或圖紙不同，這家初創公司的互動式使用者介面使這些內容更易於閱讀和編輯。
7. Supply Chain Traceability
7. 供應鏈可追溯性
With the increasing complexity and globalization of supply chains, there is an amplified risk of quality inconsistencies, fraud, counterfeiting, and delays. These risks compromise the performance, safety, and reliability of machinery. Implementing a comprehensive traceability mechanism allows equipment manufacturers to gain a clear and unbroken view of the entire supply chain. Smart devices like RFID tags and low-power IoT devices are useful in recording product information at every stage of the supply chain.
隨著供應鏈的日益複雜和全球化，品質不一致、欺詐、假冒和延誤的風險被放大。這些風險會損害機器的性能、安全性和可靠性。實施全面的可追溯性機制使設備製造商能夠清晰、不間斷地瞭解整個供應鏈。RFID 標籤和低功耗物聯網設備等智慧設備可用於記錄供應鏈每個階段的產品資訊。
This improved visibility allows stakeholders at each level to verify the authenticity of components, ensure quality control, and optimize logistics and inventory management. Further, AI-based analysis of data collected from the supply chain allows manufacturers to identify vital trends and patterns. This information is crucial for meeting sustainability goals and reducing waste. Supply chain traceability, in this way, enhances efficiency, minimizes downtime, and fosters trust among stakeholders in the industrial machinery sector.
這種改進的可見性使每個級別的利益相關者能夠驗證元件的真偽，確保品質控制，並優化物流和庫存管理。此外，對從供應鏈收集的數據進行基於 AI 的分析使製造商能夠識別重要的趨勢和模式。這些資訊對於實現可持續發展目標和減少浪費至關重要。供應鏈可追溯性以這種方式提高了效率，最大限度地減少了停機時間，並促進了工業機械行業利益相關者之間的信任。
Trakkia enhances Real-time Supply Chain Tracking
Trakkia 增強即時供應鏈跟蹤
Indian startup Trakkia provides IoT and AI-powered cloud software that tracks, manages, and optimizes the utilization of supply chain assets and inventories. The software’s plug-and-play enterprise resource planning (ERP) workflows digitize supply operations by leveraging IoT for real-time visibility on supply chain items and AI to automate tasks.
印度初創公司 Trakkia 提供 IoT 和 AI 驅動的雲端軟體，用於跟蹤、管理和優化供應鏈資產和庫存的利用率。該軟體的隨插即用企業資源規劃 （ERP） 工作流程通過利用IoT即時瞭解供應鏈專案和 AI 來自動執行任務，從而實現供應營運的數位化。
These features allow asset managers to make data-driven decisions about their assets, maximizing their value and improving their bottom line. The streamlined processes also improve inventory accuracy, reduce fulfillment time, and optimize operations.
這些功能使資產管理者能夠對其資產做出數據驅動的決策，從而最大限度地提高其價值並提高其底線。簡化的流程還提高了庫存準確性、縮短了履行時間並優化了運營。
Diagon enables Automated Equipment Procurement
對角實現自動化設備採購
US-based startup Diagon offers a sourcing platform that automates sourcing for automation equipment. The platform enables procurement teams to source equipment based on product requirements and equipment specifications.
總部位於美國的初創公司 Diagon 提供了一個自動採購自動化設備的採購平臺。該平臺使採購團隊能夠根據產品要求和設備規格採購設備。
Diagon also ensures data privacy and transaction security by encrypting all purchase-related communications. The solution enables manufacturers to procure and deploy equipment quickly and efficiently
Diagon 還通過加密所有與購買相關的通信來確保數據隱私和交易安全。該解決方案使製造商能夠快速有效地採購和部署設備
8. Cybersecurity 8. 網路安全
As industrial systems become increasingly connected through the IIoT and Industry 4.0 initiatives, they become more vulnerable to cyber threats. Effective cybersecurity measures, encompassing both hardware and software solutions, act as shields against these threats. These measures include employing advanced encryption, multi-factor authentication (MFA), intrusion detection systems, and regular patching. This allows manufacturers and operators to protect sensitive data, guard against unauthorized access, and ensure the consistent and safe performance of machinery.
隨著工業系統通過 IIoT 和工業 4.0 計劃越來越多地連接起來，它們變得更容易受到網路威脅。有效的網路安全措施（包括硬體和軟體解決方案）可以作為抵禦這些威脅的盾牌。這些措施包括採用高級加密、多因素身份驗證 （MFA）、入侵檢測系統和定期修補。這使製造商和運營商能夠保護敏感數據，防止未經授權的訪問，並確保機器的一致和安全性能。
Cybersecurity services like backup and disaster recovery plans further enable industrial machinery companies to recover quickly from attacks and minimize financial losses. Moreover, these solutions aid organizations in maintaining regulatory compliance by safeguarding sensitive data and ensuring proper reporting. Cybersecurity solutions preserve the functionality of machinery and also instill trust and confidence among stakeholders, from clients to regulatory bodies.
備份和災難恢復計劃等網路安全服務進一步使工業機械公司能夠從攻擊中快速恢復並最大限度地減少財務損失。此外，這些解決方案通過保護敏感數據和確保正確報告來幫助組織維護法規合規性。網路安全解決方案可保持機器的功能，並在從客戶到監管機構的利益相關者之間灌輸信任和信心。
ABEware makes Accessible Operational Technology Cybersecurity
ABEware 使 Operational Technology 變得可訪問網路安全
US-based startup ABEware offers a centralized cybersecurity and inventory management solution for the operational technology (OT) environment without the complexity of IT tools. The software prevents, detects, and remediates cyber threats, reducing process safety risks and optimizing profitability.
總部位於美國的初創公司 ABEware 為運營技術 （OT） 環境提供集中式網路安全和庫存管理解決方案，而無需複雜的 IT 工具。該軟體可預防、檢測和補救網路威脅，降低流程安全風險並優化盈利能力。
Its credential management tool tracks user activities, logons, and failed attempts to completely understand the activities on the system. Further, the vulnerability management tool monitors the latest common vulnerabilities and exposures (CVE), making sure the system is not exposed to dangerous threats.
它的憑證管理工具跟蹤用戶活動、登錄和失敗的嘗試，以完全了解系統上的活動。此外，漏洞管理工具會監控最新的常見漏洞和披露 （CVE），確保系統不會受到危險威脅。
Omny ensures Cyber-Physical Security
Omny 確保網路物理安全
Norwegian startup Omny provides cybersecurity software that enables precise and timely actions, linking cyber and physical through its industrial security graph. The software uses advanced data capabilities to protect critical infrastructure for seamless operations to create business continuity.
挪威初創公司 Omny 提供網路安全軟體，通過其工業安全圖將網路和物理連接起來，從而實現精確和及時的行動。該軟體使用高級數據功能來保護關鍵基礎設施，以實現無縫運營，從而實現業務連續性。
It offers immediate visibility into OT assets, providing equipment owners with the tools to proactively manage risks, boost resilience, and ensure seamless business operations.
它提供對 OT 資產的即時可見性，為設備擁有者提供主動管理風險、提高彈性並確保無縫業務運營的工具。
9. Digital Twin 9. 數字孿生
Digital twin technology mirrors real-world machines in a virtual space, capturing their performance, wear and tear, and dynamic responses to different operating conditions. Through simulation and analytics, digital twin systems predict machinery failures, optimize performance, and design improvements without invasive or expensive prototyping.
數位孿生技術在虛擬空間中鏡像現實世界的機器，捕捉它們的性能、磨損和對不同操作條件的動態回應。通過模擬和分析，數位孿生系統可以預測機械故障、優化性能並改進設計，而無需侵入性或昂貴的原型設計。
The valuable insights into machine behavior enable data-driven decisions and design improvements for enhanced product quality and efficiency. Further, by integrating real-time data from sensors on the machinery, digital twins continuously update and evolve, offering a dynamic tool for troubleshooting, training, and innovation.
對機器行為的寶貴見解支援數據驅動的決策和設計改進，從而提高產品品質和效率。此外，通過集成來自機器上感測器的實時數據，數位孿生不斷更新和發展，為故障排除、培訓和創新提供動態工具。
Oodl offers an Industrial Digital Twin Ecosystem
Oodl 提供工業數位孿生生態系統
UK-based startup Oodl provides a digital twin ecosystem utilizing IoT and machine learning to create a live, digital representation of industrial assets. The startup takes in information from multiple sensors to get a full and rich representation of the digital twin.
總部位於英國的初創公司 Oodl 提供了一個數位孿生生態系統，利用 IoT 和機器學習來創建工業資產的即時數位表示。這家初創公司從多個感測器獲取資訊，以獲得數位孿生的完整和豐富表示。
Further, the AI-powered platform uses the collected data to make decisions and forecast the state of the digital twin. Oodl also provides smart asset tags that allow assets to be tracked, traced, and managed through a dashboard. This provides all stakeholders with an accessible portal to understand the present and future of a facility.
此外，AI 驅動的平臺使用收集的數據來做出決策並預測數位孿生的狀態。Oodl 還提供智慧資產標籤，允許通過儀錶板跟蹤、追蹤和管理資產。這為所有利益相關者提供了一個可訪問的門戶，以瞭解設施的現在和未來。
Rebel Dynamics optimizes Robotic Designs
Rebel Dynamics 優化機器人設計
Italian startup Rebel Dynamics provides a dynamic servo platform that allows designers to optimize heavy robotic systems through simulations. The startup utilizes the human-in-the-loop technique to simulate sensors, actuators, and mechanical components of a system before they are integrated.
義大利初創公司 Rebel Dynamics 提供了一個動態伺服平臺，允許設計人員通過模擬來優化重型機器人系統。這家初創公司利用人機協同技術對感測器、執行器和系統的機械元件進行模擬，然後再進行集成。
The digital twin solution thereby understands all the possible parameters that comes into action and optimizes them for maximum performance and efficiency.
因此，數位孿生解決方案可以理解所有可能生效的參數，並對其進行優化以實現最高性能和效率。
10. Industrial Cloud Computing
10. 工業雲計算
Data siloing is one of the perennial challenges faced by the voluminous data generated by modern industrial machinery. Industrial cloud computing provides a centralized platform for collecting, storing, and analyzing this data in real-time, enabling insightful analytics, predictive maintenance, and optimized performance.
數據孤島是現代工業機械生成的大量數據所面臨的長期挑戰之一。工業雲計算提供了一個集中式平臺，用於即時收集、存儲和分析這些數據，從而實現富有洞察力的分析、預測性維護和優化的性能。
Further, cloud platforms offer scalable computing resources which are customizable to the evolving needs of the industry, without the hefty upfront costs associated with traditional IT infrastructure. By implementing robust security measures, industrial cloud computing also offers a secure environment for sensitive operational data, thus safeguarding against potential cyber threats.
此外，雲平臺提供可擴展的計算資源，這些資源可以根據行業不斷變化的需求進行定製，而無需與傳統IT基礎設施相關的高額前期成本。通過實施強大的安全措施，工業雲計算還為敏感的操作數據提供了一個安全的環境，從而抵禦潛在的網路威脅。
Nexscient enables Secure Data Streaming
Nexscient 支援安全數據流
US-based startup Nexscient provides a cloud platform that utilizes a robust, secure, and scalable IIoT architecture to monitor factory floors. The solution avoids the need to purchase equipment and build and operate a data center.
總部位於美國的初創公司 Nexscient 提供了一個雲平臺，該平臺利用強大、安全且可擴展的 IIoT 架構來監控工廠車間。該解決方案無需購買設備以及構建和運營數據中心。
This eliminates the cost of hardware, facilities, utilities, and other aspects of maintaining software. At the same time, it improves the ease of sharing data and allows employees to access data in a centralized location while offsite at any time.
這消除了硬體、設施、實用程式和維護軟體的其他方面的成本。同時，它提高了共享數據的便利性，並允許員工在異地隨時訪問集中位置的數據。
Newboot offers Multi-protocol Industrial Gateways
Newboot 提供多協定工業閘道
French startup Newboot offers multi-protocol industrial gateways that connect facilities simply and quickly to cloud infrastructure. The solution allows organizations to extract data from machines and programmable logic controllers (PLC) to monitor their processes.
法國初創公司 Newboot 提供多協定工業閘道，可簡單快速地將設施連接到雲基礎設施。該解決方案允許組織從機器和可程式設計邏輯控制器 （PLC） 中提取數據以監控其流程。
Without the need for an extensive IT infrastructure, Newboot collects and shares machine data that aids in real-time utilization analysis to facilitate monitoring of operational efficiency.
無需廣泛的 IT 基礎設施，Newboot 即可收集和共用機器數據，這些數據有助於即時利用率分析，以促進運營效率監控。
Discover all Industrial Machinery Trends, Technologies & Startups
發現所有工業機械趨勢、技術和創業公司
With the world moving towards clean energy and autonomy, innovations improving the accessibility and cost of electrified and autonomous equipment are poised to transform the industry. The green initiative also calls for advanced material solutions that reduce the carbon footprint of machines while ensuring longevity.
隨著世界向清潔能源和自動駕駛發展，提高電氣化和自動駕駛設備的可及性和成本的創新有望改變該行業。該綠色倡議還呼籲採用先進的材料解決方案，以減少機器的碳足跡，同時確保使用壽命。
The Industrial Machinery Trends and startups outlined in this report only scratch the surface of trends we identified during our data-driven innovation & startup scouting process. Identifying new opportunities & emerging technologies to implement into your business goes a long way in gaining a competitive advantage.
這份報告中概述的工業機械趨勢和初創公司只是我們在數據驅動的創新和創業公司偵查過程中發現的趨勢的皮毛。識別新的機會和新興技術以實施到您的業務中，對於獲得競爭優勢大有説明。
