R&D Innovation for Energy Efficiency
Publications & Recognition
Our scientific work is regularly presented at international conferences, ensuring that Wattnow’s innovations are both academically validated and industry-relevant.
Vision & Mission
Real time data analysis
Wattnow transforms raw data into valuable insights through feature engineering, ensuring accuracy and real-time performance for every energy assessment.
Secure and scalable AWS infrastructure
Wattnow deploys our AI on a secure and scalable AWS infrastructure, ensuring reliability, seamless updates, and continuous real-time performance for energy optimization at scale.
AI models
Wattnow relies on state-of-the-art AI and Large Language Models (LLMs) to deliver precise forecasts, detect anomalies, and provide intelligent, human-readable energy insights.
Forecasting focused
Wattnow leverages advanced AI models to predict building energy demand and photovoltaic (PV) farm production, ensuring balanced energy usage and improved sustainability.
Research Philosophy & Methodology
Ethical and Responsible Data Use
Wattnow relies only on public, licensed, or customer-authorized data, never personal information. Our datasets combine real-world measurements from Wattnow devices with customer inputs such as occupancy or equipment details, enriched by contextual data like weather.
AI Workflow
Wattnow brings together intelligent data preparation, insightful analysis, and advanced feature engineering in our AI workflow to achieve exceptional model accuracy. Wattnow tailors every solution to client goals and deploys them seamlessly through AWS APIs, ensuring efficiency and reliable, high-performance outcomes.
Application Areas & Achievements
Energy Anomaly Detection
Wattnow developed advanced frameworks for detecting energy consumption anomalies, accurately identifying irregular patterns with minimal false alarms to enhance smart energy monitoring automation and reliability.
Handling Missing Energy Data
Wattnow introduced a robust imputation strategy for reconstructing incomplete energy datasets. Our approach ensured analytical continuity and reliability, surpassing conventional methods in restoring data quality for both consumption and production analysis.
Energy Consumption & Production Forecasting
Wattnow developed intelligent forecasting systems to predict energy consumption for clients, buildings, and industrial machines, as well as photovoltaic (PV) energy production based on weather and environmental data. Our AI-driven frameworks enabled accurate short- and long-term forecasts, supporting optimized energy management, load balancing, and strategic decision-making.
Renewable Energy & PV System Maintenance
Wattnow focused on predictive maintenance and developed intelligent computer vision systems for automatic fault detection in photovoltaic (PV) installations. Wattnow designed these AI-based solutions to identify and classify defects from electroluminescence images, enabling proactive and efficient maintenance of solar energy assets.
