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
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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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Load Shedding System
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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
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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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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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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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Fanless AIoT Video Analytics Platform with NVIDIA Jetson AGX Xavier for Railway
AVA-RAGX
Video Analytics Platform
- 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
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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System Design and Prediction Tool
MAPP 3D
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MAPP 3D, a free software application for macOS and Windows, is a powerful, multipurpose sound system design tool that delivers precise, high-resolution predictions of sound energy distribution in a three-dimensional sound field. From preproduction to post-show analysis, work faster and smarter with the ability to streamline processes and consolidate designs in one simple, accurate 3D model.
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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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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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Analytical Balance
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Shanghai Selon Scientific Instrument Co. Ltd.
Highly precise laboratory balances for measuring mass, typically designed with an enclosed measuring pan to avoid the influence of dust and air currents.
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FactoryTalk Analytics
Pavilion8
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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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Process Analytical Technology (PAT) And Data Analytics
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Biopharmaceutical production processes have changed significantly due to overall titer improvements and the increasing development of single-use technologies. The introduction of robust and reliable single-use sensors further enhances the benefits of single-use processing concepts. They enable you to use Process Analytical Technology (PAT) approaches for effective automation and optimization.
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Analytical Balances
AU Series
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Compact UniBloc mechanism and digital processing technology produce fast response and stability at the same time.
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Analytical Balance 0.1mg
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Is a modern weighing device, especially usefulwhen the measurement requires perfect accuracy and high speed.
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Field Performance Analytics
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Monitor manufactured products performancein the market to increase customers satisfactionand reduce warranty costs with QualityLine’sfield products performance analytics
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IOT & Analytics Products
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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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360° Edge Analytics
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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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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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Utel Analytics
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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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Big Data Analytics Solution
Kyvos
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Delivering fastest Big Data Analytics on Hadoop, Spark and Cloud Platforms. With Kyvos’ integration to all major BI tools, the benefits of Big Data can now be extended to all of your analysts whether their favorite BI tool is Excel, Tableau, Power BI or any other. Fastest query response. Unprecedented scalability. No learning curve. Simplified data preparation.
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Predicting Microwave and RF Designs Virtually
RF Module
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The RF Module is used by designers of RF and microwave devices to design antennas, waveguides, filters, circuits, cavities, and metamaterials. By quickly and accurately simulating electromagnetic wave propagation and resonant behavior, engineers are able to compute electromagnetic field distributions, transmission, reflection, impedance, Q-factors, S-parameters, and power dissipation. Simulation offers you the benefits of lower cost combined with the ability to evaluate and predict physical effects that are not directly measurable in experiments.
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FT-NIR for Process Analytics
QuasIR™ 2000E
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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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Analytical Sensors
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Conductivity sensors are pre-destined for use in the food industry. They detect the conductivity and concentration of different media and can differentiate between e.g. cleaning agents, rinsing water, and the food product. This means that it is not only possible to constantly track the product but also to reduce the waste of product and rinsing water – all possible without making adjustments to the sensor.
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Analytical Balances
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Is a class of balance designed to measure small mass in the sub-milligram range.
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Radiometer Analytical Probes
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Radiometer Analytical develops and manufactures an extensive range of electrochemical electrodes - combined pH, glass or reference electrodes, metal electrodes, ion-selective electrodes and conductivity cells - for every application and budget.
