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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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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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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 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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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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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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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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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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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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Predictive Emission Monitoring Systems
PEMS
Predictive Emission Monitoring Systems are software-based solutions able to deliver reliable real-time emission estimations exploiting advanced mathematical or statistical models. PEMS provide accurate emission monitoring, drastically reducing the capital investment and ongoing operating costs due to maintenance activities and spare parts, minimizing the interferences with plant operations. PEMS allows plant owners and operators a better control on costs, neglecting unexpected costs due to unpredicted issues in the conventional hardware analyzers.
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Compliance Analytics
Compliance Analytics to Detect, Identify and Convert Unpaid Software Use Powering compliance programs and generating revenue around the globe.
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Log Analytics
Dynatrace log analytics extends your monitoring reach well beyond traditional APM data sources. Log analytics helps DevOps, Development, and QA teams perform their jobs quickly and efficiently. With Dynatrace log analytics you get direct access to all log content related to your mission-critical processes:
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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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Visualization And Analytics
Schweitzer Engineering Laboratories, Inc.
Diagnose relay behavior during a power system fault while gaining system insight that is not possible with SCADA.
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Log Analytics
Azure Monitor Logs is based on Azure Data Explorer, and log queries are written using the same Kusto query language (KQL). This is a rich language designed to be easy to read and author, so you should be able to start writing queries with some basic guidance.
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Predictive Toxicology Tool
REACHAcross™
Underwriters Laboratories Inc.
This ground-breaking digital tool offers the best of both worlds: automated computational QSAR using one of the largest chemical toxicology databases available, combined with the reliability of read across. REACHAcross™ works by building large networks of chemicals based on properties such as molecular structure and health endpoint interactions.
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Analytics
Businesses can’t manage what they can’t see. It is critical to monitor and analyze your mobile environment to maximize return on investment. Stratix’s itrac360 is a real-time mobile asset management portal that aggregates data from multiple sources to provide organizations with a cradle-to-grave view of every device, from procurement, provisioning and activation to repair, support, expense management and decommissioning.
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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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Continuous delivery Analytics
Dynatrace tracks every build moving through your delivery pipeline, every operations deployment, all user behavior, and impact on your supporting infrastructure. Through analytics and artificial intelligence you can start building what users want, remove what’s not needed, and optimize the remaining system to be lean, agile, and innovative.
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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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Advanced Analytics
Data and insight drive everything we do. Our advanced analytics capabilities put Network Operators firmly in control of their networks and support strategic decision-making.
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Manufacturing Analytics 360°
Optimize quality and efficiency in manufacturing with a 360° viewof your production line by our advanced analytics
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Wire Data Analytics
Wire data is data contained within the headers and payloads of network packets as traffic moves from one node to another. It is a rich source of user and application information.Wire data can be derived from SPAN ports, TAPs, packet brokers or locally on systems using promiscuous mode packet captures. PCAP captures from tools like Wireshark are also useful wire data sources.
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High Performance Big Data Analytics
Apache Kudu
The Apache Software Foundation
Kudu is a columnar storage manager developed for the Hadoop platform. Kudu shares the common technical properties of Hadoop ecosystem applications: it runs on commodity hardware, is horizontally scalable, and supports highly available operation. Fast processing of OLAP workloads. Integration with MapReduce, Spark and other Hadoop ecosystem components.
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360° Edge Analytics
360° Edge Analytics fills the gap between location data and the individual business application. The Location Data Analytics technology leverages precise position data augmented by application context information to gain business insights from complex processes. Assessment, optimization as well as process restructuring will be possible with nanotron’s complete solutions based on its Location-Aware IoT Platform with Location Data Analytics.
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Analytics & Orchestration
PILOT
With Ateme’s PILOT management and orchestration solutions you simplify your video-delivery operations, create efficiencies, and exploit new revenue opportunities with business intelligence and automation – both on-premises and in the cloud.
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Service Assurance And Analytics
VIAVI Service Assurance provides a proactive system to quickly trend, identify, and resolve video and audio issues providing an overall subscriber QoE from ingest all the way through to the subscriber addressing multicast and unicast wireline networks.
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Analytics
A distributed edge cloud could be deployed on tens — or tens of thousands — of edge nodes. The geo-distributed design with numerous end points makes monitoring and managing such a cloud challenging. Wind River® Studio Analytics is the tool to make the job easier.
