Predictive Analytics
uses variables when occuring together, in weighted combination, give probability of future events.
See Also: Predictive Analysis
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Digital Twin
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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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AI-Based Analytics for Lower-Power Consumption & High Speed Data Processing
Extreme Search
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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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Open Source Machine Learning server
PredictionIO
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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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19" Rackmount Rugged, Fanless AIoT Platform for Real-time Video/Graphics Analytics
AVA-5600
Video Analytics Platform
- 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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AI-Enabled Video Analytics Platform
Video Analytics Platform
Railway efficiency is not bounded by gauge or speed. Rather, AI deployed on railway computing infrastructure, especially at the network edge, has tremendous potential to improve operations and bottom lines. ADLINK's line of EN 50155 compliant AI-enabled platforms offer rail solution providers a high level of flexibility to select the configuration best suited to their use cases, and help them accelerate their railway digital transformation with edge AI.
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Predictive Vibration Monitor Solutions
VMU
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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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Analytical Balaneces
AT-R Series
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Basic Model with Improved Convenience.*Freely set responsiveness or stability*Connect with a computer via USB or RS232C*Perform stable measurements in combination with an ionizer
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Analytical Systems
MEXA-Series
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Quality and performance are our goal. As legislation on vehicle emissions grows more stringent, attention remains focused on next generation engine and after-treatment platforms. HORIBA analyzers and total systems provide for every need from R&D to emissions certification for engine development.
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Analytics
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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.
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Cloud Analytics
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Cloud Analytics permits full use of each battery with scheduled replacement before failure. The system is automated and enables remote operation.
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Analytical Services
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IGC: Inverse Gas Chromatography; Understand surface energies, polarities, acid/base properties and nanomorphology on powders and fibers. ToF-SIMS: Time-of-Flight Secondary Ion Mass Spectrometry. Localize your molecules at the first nanos! 2D imaging with resolution up to 200 nm. Highest sensitivity up to 10 ppm. CM: Quarz Crystal Microbalance In-situ observation of thickness and stiffness of any films in liquid environmentSEM: Scanning Electron Microscopy Images say more than words, especially with an artistic eye XPS/ESCA: X-ray Photoelectron Spectroscopy/Electron Spectroscopy for Chemical Analysis.
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Envision Verification Analytics
Envision
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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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Production Analytics
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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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Data Lake Analytics
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Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, and .NET over petabytes of data. With no infrastructure to manage, you can process data on demand, scale instantly, and only pay per job.
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Analytical Techniques
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Anderson Materials Evaluation, Inc.
Our numerous analytical techniques, we tackle a wide range of materials challenges and commonly combines several analytical techniques to fully address complex and multi-dimensional materials issues. Our materials analysis laboratory provides XPS surface analysis, thermal analysis (TGA, DSC, TMA), FTIR infrared spectroscopy, UV-Vis spectrophotometry and reflectivity measurements, gas chromatography – mass spectroscopy (GC-MS), SEM/EDX, optical microscopy, mechanical testing, electrochemistry and corrosion analyses, residual gas mass spectroscopy, contact angle measurements, surface contamination measurements, adhesive bonding failure analysis, facility testing for silicone contamination, mechanical testing, metallography and fractography, density and porosity measurements, volatile organic component testing, friction, and other analytical capabilities. We continue to upgrade and expand our arsenal of analytical techniques and custom analytical methods to support our customers’ needs.
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Service Assurance And Analytics
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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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Process Analytics
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The data-driven examination of business workflows to map, monitor, and improve performance in real time.
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Predictive Emission Monitoring Systems
PEMS
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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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Analytical Services
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Atomic Force Microscopy (AFM) allows for sub nanometer resolution imaging of surface topography and is able to quantify surface roughness at the angstrom scale. Our team can give you highly accurate measurements such as surface topography, dopant distribution, magnetic domain features, and a wide variety of other sample properties to give you the information you need to do great work.Park can provide measurements in the following areas:● Topography (surface roughness, grain size, step height, etc.)● Mechanical Properties (stiffness, etc.)● Electrical properties (capacitance, conductivity, etc.)● Thermal properties ● Magnetic properties These properties can be measured in air or liquid, depending on your needs.
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PathWave Waveform Analytics Software
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Debug voltage and current spikes, IO glitches, and time shifts in pre-silicon using powerful machine learning.
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PathWave Manufacturing Analytics
PM2288A
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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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Analytical Reference Materials & Standards
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Agilent, now with former Ultra Scientific, offers a comprehensive portfolio of analytical standards, reference materials and certified reference materials for environmental, food safety, elemental analysis, instrument calibration, tuning mixes, and more.Reference materials and certified reference materials are substances that are tested to be homogenous and have fixed values of its concentrations. These standards are a critical component of your application workflow - from sample prep, instruments, columns, supplies, and services. The success of your analysis depends upon the quality of your reference material. All Agilent standard reference materials have been manufactured to the highest quality in an ISO 9001, ISO 17025 and 17034 accredited facilities to ensure the accuracy of your analyses.If you need a custom reference material, partner with us to design and develop a custom standard to your specifications.
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Analytics & Orchestration
PILOT
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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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Process Analytics
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PAC offers a full range of on-line instruments for distillation, sulfur/nitrogen, viscosity, flash point, and reid vapour pressure (RVP) analyses by recognized PAC brands Antek, ISL, PSPI, and Cambridge Viscosity. These brands have long histories of providing innovative, highly dependable, and exceptionally accurate instrumentation.
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Analytical Probes
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American Probe & Technologies, Inc.
Used in semiconductor manufacturing, probing, wire bonding, failure analysis, product engineering, and production testing.
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Design-for-Test And Semiconductor Data Analytics
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Mentor’s comprehensive solution for IC test, including best-in-class design-for-test tools and test data analytics that help ensure the highest test coverage, accelerate yield ramp and improve the quality and reliability of manufactured parts.
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Visualization And Analytics
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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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Analytics Solutions
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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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High Performance Big Data Analytics
Apache Kudu
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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.
