New Open Source Testbed Platform for Smart Grid and Microgrid
To address the demanding needs of industry and university research groups pursuing critical innovations in Smart Grid and Microgrid technologies, National Instruments has joined forces
A scalable cloud-integrated AI platform for real-time
The platform serves as a foundation for next-generation microgrid control systems that demand real-time intelligence, scalability, and reliability across evolving smart grid landscapes.
Review of Smart Microgrid Platform Integrating AI and Deep
Smart microgrids are emerging as a pivotal solution within this framework, offering localized energy management that aligns with sustainability goals. These systems leverage diverse distributed energy
Review of Smart Microgrid Platform Integrating AI and Deep
This review critically examines the integration of Artificial Intelligence (AI) and Deep Reinforcement Learning (DRL) into smart microgrid platforms, focusing on their role in optimizing
A review of machine learning and IoT-based energy management
This smart application uses smart technologies such as Machine Learning (ML) and IoTs to predict energy demands, optimize energy resource efficiency, and support real-time decision-making.
Integrated Models and Tools for Microgrid Planning and Designs
This white paper focuses on tools that support design, planning and operation of microgrids (or aggregations of microgrids) for multiple needs and stakeholders (e.g., utilities, developers,
A Smart Microgrid Platform Integrating AI and Deep Reinforcement
This paper presents SmartGrid AI, a platform integrating deep reinforcement learning (DRL) and neural networks to optimize energy consumption, predict demand, and facilitate peer-to-peer (P2P) energy
Smart Microgrids
An AI-powered microgrid platform that generates on-site energy, forecasts demand, intelligently balances loads, and stores low-cost energy for use during peak hours.
Digital twin enabled smart microgrid system for
This paper provides a structured framework for constructing Digital Twin-enabled Smart Microgrids, emphasizing automation to enhance device intelligence.
LFP Battery Storage Systems
High-density LiFePO4 batteries from 10kWh to 1MWh+, with intelligent BMS and remote monitoring – ideal for commercial peak shaving and industrial backup.
Outdoor Cabinets & Single-Phase Inverters
All-in-one outdoor integrated cabinets (IP55) and single-phase hybrid inverters (3kW–12kW) with smart energy management for residential and light commercial.
BESS Containers & Smart EMS
Turnkey 20ft/40ft containerized BESS (up to 5MWh) with liquid cooling, plus cloud-based energy management systems for real-time optimization.
Distributed Storage & PV Integration
Scalable distributed storage solutions, battery cabinets, and PV inverter integration for microgrids, self-consumption, and grid services.