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Predictive Analytics
uses variables when occuring together, in weighted combination, give probability of future events.
See Also: Predictive Analysis
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Dimensional Metrology
Fleet Connectivity & Control Family
Nova Measuring Instruments Inc.
Nova’s Fleet Management and Performance Monitoring Center simplify the management and enhance the productivity of Nova tools in the fab. The platform’s ability to process and analyze large amounts of fleet and metrology data using advanced data analytic tools provides our customers with intelligent and predictive insights on tool performance and process trends.
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Digital Twin
Engineering simulation software has traditionally been used for new product design, but with the advent of advanced embedded sensors, engineers can now use this data to create digital twins. Digital twins can be used in real-time systems analysis to schedule predictive maintenance and implement performance optimizations. With the Hybrid Analytics capability of Ansys, engineers can reach an unparalleled level of accuracy using predictive analytics by combining machine learning (ML)-based analytics with a physics-based approach.
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Wireless Current Quality Analyzer and Motor Analyzer - 3SIQ
Signals & Systems India Private Limited
3SIQ enables current quality analysis using wireless technology and thus allows operators to work from a safe distance. This Industry 4.0 and ISO 50001 Condition-based monitoring solution seamlessly combines the flexibility of using any Smart Phone or Tablet to provide powerful analytics and insights towards predictive maintenance, making the maintenance engineers’ life not just safer, but smarter as well.
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Open Source Machine Learning server
PredictionIO
The Apache Software Foundation
Apache PredictionIO is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you: quickly build and deploy an engine as a web service on production with customizable templates; respond to dynamic queries in real-time once deployed as a web service; evaluate and tune multiple engine variants systematically;unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics; speed up machine learning modeling with systematic processes and pre-built evaluation measures; etc.
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AI-Based Analytics for Lower-Power Consumption & High Speed Data Processing
Extreme Search
Introducing Extreme Search, an integrated collection of powerful AI-based analytics functions engineered for speed and transportability. The suite provides fast, flexible and comprehensive statistical reasoning, predictive analytics and query capabilities in any computing environment.
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Condition Monitoring System
Cut costs and boost productivity with a condition-monitoring tool designed for ease of use and scalability. The Dynapar OnSite™ system is a powerful predictive maintenance system targeted at preventing failures before they occur. It can slash unscheduled downtime, improve efficiency of route-based vibration analysis, and provide real-time analytics and trending to warn of possible machine failures.
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Load Shedding System
An advanced smart load preservation solution must dynamically determine the optimal system response to a variety of system changes and disturbances. Utilizing model-driven foundation with embedded predictive analytics, and optimization algorithms, ETAP's adaptive Intelligent Load Shedding (ILS) solution makes Faster than Real-Time decisions.
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Digital OneWater Module for Collecting Live Data to Improve Wastewater Network Performance
Aqua DNA
Aqua DNA is an intelligent Digital OneWater solution that collects live data and improves wastewater network performance using smart sensors and AI-powered predictive analytics to reduce risk and make a positive societal and environmental impact.
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19" Rackmount Rugged, Fanless AIoT Platform for Real-time Video/Graphics Analytics
AVA-5600
- Intel® Core™ i7-7820EQ Processor and Mobile Intel® CM236 Chipset- NVIDIA Quadro® GPU MXM 3.1 Type A/B module on PCIe x164x M12 GbE with PoE, 4x USB 3.0- Rich Storage Options: 2.5" SATA 6.0 Gb/s drive bay, 1x M.2 2280 slot, 1x CFast socket- GNSS/3G/4G/WLAN support via 2x Mini PCIe slots and 2x USIM slots- MVB/CAN bus support by Mini PCIe add-on module (BOM option)- Nominal Voltage: 110VDC (EN50155 compliant)
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Fanless AIoT Video Analytics Platform with NVIDIA Jetson AGX Xavier for Railway
AVA-RAGX
- NVIDIA Jetson AGX Xavier with 32 TOPs AI performance- 4xM12 GbE with PoE, 1x lockable HDMI output, 4x USB 3.0- 1x M.2 B-key for LTE/5G; 1x M.2 A/E key 2230 for Wi-Fi- 2x CAN DB-9 CAN-FD from AGX module, with isolation- Power with ignition control- Nominal Voltage: 24VDC, 36VDC, 72VDC and 110VDC (EN50155 compliant)
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Predictive Maintenance
Predictive Maintenance (also known as Condition Based Maintenance) defines the need for maintenance tasks based on the actual condition of the machine.Predictive maintenance helps to eliminate catastrophic equipment failures, extends the operational life of machine components and reduces the costs of parts and labor.
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Analytics Solutions
When you’re trying to analyze customer experience across your network, disparate data silos make it hard to get a complete view. Spirent’s Customer Experience Management (CEM) solutions bring together data from different silos, helping you pinpoint and resolve problems fast.
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Acquisition and Analytics
Test Partner™
At Lansmont, our Test Partner shock data acquisition systems recognize the needs of product testers across industries to deliver a capable, high-precision system.
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Predictive Vibration Monitor Solutions
VMU
Vibration Monitor Units (VMUs) from Astronics employ proven vibration analysis to predict the failure of fans and other rotating equipment on passenger and cargo aircraft. Accurate prediction allows maintenance to intervene before a failure can occur, eliminating the resulting smoke or smoke smell event that can result in costly flight delays, diversions, emergency landings, or cancellations.
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Field Performance Analytics
Monitor manufactured products performancein the market to increase customers satisfactionand reduce warranty costs with QualityLine’sfield products performance analytics
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Data & Analytics
With the Software AG Data & Analytics Platform, you can become that agile enterprise, ready for any real-time challenge. Count on a complete set of tools: world-class, real-time technologies across every component in the stack. And with integration out of the box, there’s no more building, testing and maintaining multiple integration points across multiple products.
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Ground Weather Analytics
HELIOS
L3Harris Geospatial Solutions, Inc
Microclimates are on the rise, and as a result, there are extreme deviations of wind, snow, fog and visibility even over short distances. Organizations of all sizes need hyperlocal ground information and weather data to enhance operational efficiencies and make better decisions that can save time, money, property and even lives.
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Traffic Analytics Tool
NetFlow Analyzer
NetFlow Analyzer, a complete traffic analytics tool, leverages flow technologies to provide real time visibility into the network bandwidth performance. NetFlow Analyzer, primarily a bandwidth monitoring tool, has been optimizing thousands of networks across the World by giving holistic view about their network bandwidth and traffic patterns. NetFlow Analyzer is a unified solution that collects, analyzes and reports about what your network bandwidth is being used for and by whom.
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Data Analytics
KLA’s data analytics systems centralize and analyze the data produced by inspection, metrology and process systems. Using advanced data analysis, modeling and visualization capabilities, our comprehensive suite of data analytics products support applications such as run-time process control, defect excursion identification, wafer and reticle dispositioning, scanner and process corrections, and defect classification. By providing chip and wafer manufacturers with relevant root cause information, our data management and analysis systems accelerate yield learning rates and reduce production risk.
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Production Analytics
Unlock the potential hidden in your production data and optimize both, productivity and quality.Our software solutions generate meaningful results from the data collected by your inspection, measurement, and production systems.ISRA’s solutions accompany the entire quality circle in your production. They record deviations in the process and visualize the results in real time, so that corrective measures can be taken as quickly as possible. Where predefined limits are exceeded, the system proactively alerts the relevant users. Automated reports provide maximum transparency and help users to make fast objective decisions.
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Envision Verification Analytics
Envision
IC Manage Envision Verification Analytics provides:* Anytime, anywhere, data-driven insights allow engineers and management to rapidly identify and address problem areas to meet tight schedules spanning simulation, formal and emulation tools.* Utilizes big data technology to deliver near real-time verification analytics across the verification tool spectrum, for any mix of EDA vendors* With 10-100X the speed of traditional methods you can instantly understand your verification progress, at local and global levels.* Visual analytics and interactive reporting for regressions, bugs and coverage* Verification results linked to relevant design activity to help identify and resolve bottlenecks
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Operational Analytics
The best kind of problem is one that never occurs. AIOps solutions from Broadcom provide early warnings through machine learning-based algorithms, which proactively identify issues that may affect service levels.
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Real-Time RPA Analytics Platform
BOT INSIGHT
Big data goes with the territory. Your digital workforce is bringing back complete information on not only what it does but also what it encounters along the way. Everything is recorded and visible to the enterprise, anytime. But what does it all mean? The most advanced RPA analytics reveal what’s meaningful and predict what’s next.
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Security intelligence & analytics
Detect and prioritize threats that pose the greatest risk. dentify high-risk threats with near real-time correlation and behavioral anomaly detection. Detect vulnerabilities, manage risks and identify high-priority incidents among billions of data points.Gain full visibility into network, application and user activity.
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Azure Stream Analytics
Discover Azure Stream Analytics, the easy-to-use, real-time analytics service that is designed for mission-critical workloads. Build an end-to-end serverless streaming pipeline with just a few clicks. Go from zero to production in minutes using SQL—easily extensible with custom code and built-in machine learning capabilities for more advanced scenarios. Run your most demanding workloads with the confidence of a financially backed SLA.
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Embedded Device Analytics Sytem
VQmon
VQmon® is the most widely deployed and trusted technology for analyzing the performance of IP based voice and video services. VQmon is highly compact and resource efficient, and can be integrated into a wide range of environments including routers, business and residential networking and telecom equipment, soft clients and test equipment
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PathWave Manufacturing Analytics
PM2288A
Combining test and measurement expertise with data science and big data engineering, the PathWave Manufacturing Analytics platform provides actionable insights for every level in your organization in the smart factory of the future. Improve yield, lower retest and handling, and lower the cost of poor quality with big data advanced analytics that really works. Accelerate your Return on Investment and business outcomes with unique, innovative analytics.
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PathWave Measurement Analytics
A simple and powerful tool for data visualization with analytics.
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Proligent Analytics
Proligent Analytics consolidates all data produced by smart factories, smart assets and smart products, transforming digital thread into user-friendly reports and dashboards. See why Proligent has been helping make better business decisions for over 15 years.
