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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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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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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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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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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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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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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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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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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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Analytics
Science Applications International Corp
Our team provides a holistic approach to advanced analytics, decision-making, and strategic planning, with expertise from military, civil, and intelligence service and multiple disciplines of engineering, operational research, and data science. Whether you are concerned about national security, a clean water supply, or fleet readiness, our experts, processes, and tools provide valuable advanced analytics and analytic simulation capabilities that increase the likelihood of mission success.
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LED Analytics
colorCONTROL MFA
The colorCONTROL MFA is used for measurement of color and intensity on LEDs, displays, and colored objects. An additional benefit is the flexible positioning of the small fibers to the targets. By utilizing the colorCONTROL MFA up to 495 measurement points can be monitored simultaniously.
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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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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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Engineering Data Analytics
ESI’s Data Analytics solution platform INENDI is a specialized set of solutions that combines state of the art Engineering Data Analytics and management approaches, intuitive visualization and efficient investigation methodologies to allow for a fast discovery of the unknown in large high-dimensional datasets.With INENDI, ESI brings its long-standing innovative capability and its expertise in designing solutions tailored for professionals who need to solve difficult high-value problems into the Cyber Security market.
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Software Analytics in the Cloud
Know the risks, the technical debt, the security flaws, the performance issues… create automatic action plans and analyze their progress. Make better decisions, faster, with Kiuwan Software Analytics! Kiuwan is the Optimyth cloud solution for the Certification, Management and Government of the quality and productivity of the source code of your business critical application portfolios.
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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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Infrastructure Performance Monitoring & Analytics
VirtualWisdom5
The VirtualWisdom platform provides insights into the performance, availability, health and utilization of your storage infrastructure–across physical, virtual, and cloud environments. This out-of-band solution intelligently correlates and analyzes an unmatched breadth and depth of data via agentless software probes and purpose-built hardware devices, to collect wire-data, the platform intelligently collects, correlates, and analyzes an unmatched breadth and depth of data, transforming it into answers and actionable insights. VirtualWisdom analyzes persisted real-time data directly from your infrastructure – something that no other monitoring solution can do.
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Thermal Analytics Security Camera
Elara™ FB-Series ID
The FLIR Elara™ FB-Series ID thermal security camera uses onboard analytics to classify human or vehicular intrusions, making it ideal for perimeter intrusion detection and sterile-zone monitoring. The Elara™ FB-Series ID can also hand off classified intrusions to FLIR PTZ cameras for autonomous tracking of intruders. Easy to set up, Elara™ FB-Series provide reliable detection with low false alarm rates in challenging environments, bad weather, and complete darkness.
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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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PathWave Waveform Analytics Software
Debug voltage and current spikes, IO glitches, and time shifts in pre-silicon using powerful machine learning.
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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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Open-source Interactive Data Analytics
Apache Zeppelin
The Apache Software Foundation
A web-based notebook that enables interactive data analytics.You can make beautiful data-driven, interactive and collaborative documents with SQL, Scala and more.
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Thermal Security Camera with Onboard Analytics
Triton™ F-Series ID
The FLIR Triton™ F-Series ID thermal security cameras set the new standard of perimeter protection for critical infrastructure. The Triton F-Series ID features best-in-class thermal imaging detail and high-performance onboard analytics for classifying human or vehicular intrusions. FLIR’s premium line offers five models with full 640 × 480 thermal resolution, longer detection ranges, and better analytics performance than ever before.
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IOT & Analytics Products
Maya Heat Transfer Technologies Ltd.
Information from enterprise data, the industrial internet of things (IIoT), and analytics reveals actionable insights. Software solutions help optimize production and performance with greater visibility and data-driven decisions.
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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.
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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 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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PathWave Measurement Analytics
A simple and powerful tool for data visualization with analytics.