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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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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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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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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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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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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 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
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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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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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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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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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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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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Business Insight & Analytics
As businesses look for new ways to differentiate themselves from the competition, they must also prepare themselves for regulatory-driven changes such as the incoming General Data Protection Regulation (GDPR) and the Payment Services Directive (PSD2) within financial services.
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AI-Enabled 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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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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Predictive O&M Tools for Water and Wastewater Frontline Staff
Digital OneWater Intelligent O&M
Introducing Intelligent O&M, a Digital OneWater solution which provides a powerful blending of Jacobs’ water subject matter expertise in operations, design and data science, with Palantir’s Foundry platform and user interface, to provide direct and predictive guidance to frontline O&M staff.
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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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Data Analytics Platform
CISC provides software modules to collect and analyze data from IoT devices. They can easily be integrated into any existing infrastructure. User-friendly reports and visualizations of the data provide comprehensive insight into what is happening in your business. Furthermore, our platform is able to diagnose and even predict failures as well as discover usage patterns or analyze performance.
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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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FactoryTalk Analytics
Pavilion8
Complex industrial processes make it challenging to be both market driven and sustain profitable operations. Manufacturers must adjust their production methodology to introduce a greater variety of higher value products and shorter production runs. They need to produce more, run efficiently and improve product quality to the limits of available equipment. For this, they must ensure maximum uptime and more efficient transitions with less waste. In addition, manufacturers are facing stronger public demand to reduce their environmental impact and operate within regulated emissions limits.
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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.
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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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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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Edge Analytics Applicance
REA-C1000
Grab your audience’s attention and increase their engagement with intelligent video analytics technology. No matter where the speaker is standing, the handwriting extraction feature ensures that any words and diagrams written on a board or screen remain in full view to the audience — via AR (augmented reality). The Chromakey-less CG Overlay feature enables the presenter to deliver impactful supporting content, in real-time without a dedicated studio or specialized content creators.
