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What is TimesFM-3?
TimesFM-3 is an innovative foundation model for time series analysis, distinguished by its capability to deliver highly accurate multivariate forecasts with a single forward pass. With a substantial framework of 330 million parameters, this model has been pre-trained on an extensive dataset comprising both real-world and synthetic time series information, accumulating over 1 trillion time points, which significantly bolsters its effectiveness and zero-shot generalization compared to its predecessors. It excels at simultaneously forecasting multiple coevolving time series while effectively recognizing dependencies that enhance predictive accuracy without necessitating task-specific fine-tuning. Additionally, it is designed to handle various forecasting objectives, including point and quantile predictions, and takes into account both historical covariates and dynamic covariates related to future scenarios, such as planned promotions, holidays, or shifts in weather. Employing a decoder-only transformer architecture, TimesFM-3 adeptly processes sequential data in chunks of 32 time steps, utilizing alternating causal temporal attention and full variate attention to seamlessly weave together patterns across time and interconnected series. As a result, this model serves as a powerful resource for forecasting intricate, time-dependent phenomena across diverse applications, making it a significant advancement in the field of time series forecasting. Its versatility and precision open up new avenues for exploration and application in various domains.
What is DataPortia?
DataPortia serves as an advanced on-premises platform for capturing and reporting industrial data, boasting integrated AI analytics capabilities. It effortlessly connects with a variety of automation systems using the OPC UA protocol, which is compatible with brands like Siemens, ABB, Valmet, Beckhoff, Schneider, Honeywell, and Rockwell, enabling the acquisition of over 2000 measurement points per second while storing time-series data in PostgreSQL or TimescaleDB.
Key features include:
- Dynamic real-time dashboards that showcase gauges, charts, bar graphs, and tables for enhanced data visualization.
- Interactive trend analysis powered by ECharts, which offers a drag-to-zoom functionality for improved user interaction.
- Comprehensive reporting features that allow data export in both CSV and PDF formats.
- The capability to automate report scheduling on a daily, weekly, monthly, or customized basis, optimizing operational workflows.
- AI-powered data analytics facilitated by a local Ollama LLM, which provides insights into anomalies, forecasts, cost efficiencies, and personalized reports, all independent of cloud reliance.
- Management capabilities for OPC UA alarms and conditions, alongside analytical tools and data export options.
- Direct access to read OPC UA history from the server's historian for streamlined data retrieval.
- Support for calculation circuits, accommodating both cumulative and non-cumulative formulas to satisfy a range of analytical requirements.
- Features that enable the transferring, copying, and merging of tags across connections, which enhances data management flexibility.
- A robust TimescaleDB time-series database designed for efficient data storage and retrieval, ensuring the effective handling of large datasets.
Overall, this extensive array of functionalities establishes DataPortia as an essential resource for contemporary industrial data management, making it integral to the optimization of operations and decision
Integrations Supported
AADvance Control System
ABB Ability System 800xA
AVEVA InTouch HMI
CitectHMI
SIMATIC HMI
SIMATIC PCS 7
SIMATIC PCS neo
SIMATIC SCADA
SIMATIC STEP 7
SIMATIC WinCC
Integrations Supported
AADvance Control System
ABB Ability System 800xA
AVEVA InTouch HMI
CitectHMI
SIMATIC HMI
SIMATIC PCS 7
SIMATIC PCS neo
SIMATIC SCADA
SIMATIC STEP 7
SIMATIC WinCC
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided
Free Version
Free Trial Offered?
Pricing Information
4000€/one-time
Perpetual licensed.
Price will scale by the number of OPC UA connections.
Price will scale by the number of OPC UA connections.
Free Version
Free Trial Offered?
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
Date Founded
1998
Company Location
United States
Company Website
research.google/blog/timesfm-3-a-zero-shot-foundation-model-for-multivariate-forecasting/
Company Facts
Organization Name
Atorcom
Date Founded
2018
Company Location
Finland
Company Website
atorcom.fi/en/dataportia