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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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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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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 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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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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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 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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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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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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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.
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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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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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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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Utel Analytics
Utel Analytics is a powerful business analytics suite that provides intuitive dashboards, enabling a host of valuable use cases. The data – delivered by captured by Utel Capture – is processed, structured, and presented in a simple, clear manner to provide deep visibility into network performance.
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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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Advanced Metering Analytics
BEACON®
The BEACON Advanced Metering Analytics (AMA) mobile solution from Badger Meter is built on a century of water metering experience. Combined with our intuitive BEACON AMA software suite, and proven ORION communication technology, the BEACON Advanced Metering Analytics (AMA) mobile solution prepares you for the future.
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FT-NIR for Process Analytics
QuasIR™ 2000E
Galaxy Scientific’s QuasIR™ 2000E is designed for continuous measurement of the chemical composition of material transported on a conveyor belt, through a pipe, or in a chute. Our unique external projection optics use high powered tungsten lamps to illuminate the sample from as far as 24 inches away and collect the scattered reflection off the sample through a fiber optic cable. The analysis spot size can be set as small as 0.5″ or as large as 8″ in diameter and can be custom tailored to applications needs.
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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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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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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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Manufacturing Analytics 360°
Optimize quality and efficiency in manufacturing with a 360° viewof your production line by our advanced analytics
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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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Cloud-Based Predictive Service for Identifying Infrastructure Vulnerabilities
Kaleidoscope
With Kaleidoscope, you can rapidly and accurately identify previously unknown infrastructure vulnerabilities to prioritize capital expenditures and achieve greater infrastructure resilience in a more proactive and interconnected way.Kaleidoscope uses predictive algorithms to generate vulnerability assessments across key sectors of infrastructure in a community, including transportation, potable water, energy, communications and sanitation. By identifying vulnerabilities and how they may potentially impact a community’s resilience, helping to curtail expensive, unplanned and reactive maintenance, organizations can prevent disruptions before becoming hazards – so life goes on uninterrupted.
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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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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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Envision Design Progress Analytics
For efficient schedule & resource management Envision lets you capture – in real time – resource utilization on a project or directory/library basis. You can capture the engineering effort for a design module, where “effort” is the time delta between designer check out and check in. This means you can access activity down to the file level.
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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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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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Big Data & Analytics Testing
Big Data is a collection of both structured and unstructured data in large volumes. These huge volumes of data provide an opportunity for businesses to take smart decisions by using appropriate analytics.
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FactoryTalk DataMosaix For Data And Analytics
FactoryTalk® DataMosaix™ enables controlled access to relevant and contextualized data. It’s an Industrial DataOps solution that provides flexible and scalable tools to accelerate data usability by domain experts and analysts. FactoryTalk DataMosaix is cloud-based for multi-site, enterprise-wide access for people and applications.
