Frequenz

Frequenz is an AI Agents & Automation tool that empowers developers to orchestrate Decentralized Energy Resources (DERs) efficiently. It uses machine learning to harmonize local energy assets with external factors and markets in real-time.

Claim this tool

1View

At a glance

Pricing

Likely Not Free

Free tier

API

Yes

Skill level

Technical

About

What is Frequenz?

Frequenz is an advanced platform designed for enterprise developers to manage, store, and trade power by orchestrating Decentralized Energy Resources (DERs). It leverages machine learning models to harmonize local energy assets with external factors and energy markets in real-time, facilitating efficient energy management. The platform offers functionalities like microgrid configuration, autonomous operations, and AI-accelerated controllers. Developers can utilize the open-source Python SDK to build customized applications, access real-time data streams, and dynamically reconfigure systems. Frequenz also supports ML model training, backtesting, and deployment, with robust APIs for seamless communication, monitoring, and real-time electricity trading.

Best used for

Ideal for developers and enterprises who need to manage complex distributed energy resources, optimize energy trading with AI, and build custom energy management applications. Especially valuable for those looking to enhance PV self-consumption, reduce grid fees, and integrate real-time market data for energy decisions.

Common actions

manage energy resources

optimize energy trading

develop energy applications

deploy AI models

monitor microgrids

Capabilities

Key features

Orchestrate Decentralized Energy Resources
Real-time energy trading
AI-accelerated microgrid control
Open-source Python SDK
ML model training/backtesting
Real-time data streaming
Dynamic system configuration

Target Audience

developerstartup founderproduct manager

Integrations

deepnotegoogle-colabhexjupyterlabtableau

Pricing & Plans

Likely Not Free

Not publicly disclosed. Check frequenz.com for current pricing.

FAQs

What types of Decentralized Energy Resources (DERs) can Frequenz orchestrate?

Frequenz can orchestrate a wide range of DERs including solar, wind, hydro, battery storage, and EV chargers. It enables the management of these resources within microgrids, connecting them to various energy markets for optimized performance and risk diversification.

Does Frequenz offer an SDK for custom application development?

Yes, Frequenz provides an open-source Python SDK. This SDK allows developers to build customized and secure applications, interact with the Frequenz platform, access real-time data streams, and integrate their own business logic for managing microgrid components.

How does Frequenz support machine learning for energy management?

Frequenz enables users to leverage real-time and historical data for training ML models, optimizing forecasting, and backtesting strategies. It supports browser-based inference, automated model retraining and deployment, and native support for on-edge AI models, with integrations for leading data science platforms.

Trending

Subcategories trending in AI Agents & Automation

AI Frameworks & Infra Chatbots & Conversational AI General-Purpose Agents Personal Assistants RAG & Document AI Voice Agents

Trending

Also listed in

This tool also appears in

Coding & Development › DevOps & Infrastructure Data & Analytics › Predictive Analytics Data & Analytics › Real-Time Analytics Productivity & Business › Strategy & Planning Productivity & Business › Workflow Automation

Explore

Browse AI tools by category

Content & Design Productivity & Business Coding & Development AI Agents & Automation Research & Education Wellness & Lifestyle Career Development Marketing & Growth Data & Analytics Customer Support & CX Finance E-commerce