Enhancing Zero-Energy Building Performance Through IoT-Based Renewable Energy Monitoring: A Quantitative Analysis
摘要
This paper presents the development of a renewable energy monitoring system tailored for zero-energy buildings, emphasizing quantitative performance outcomes. Our system integrates photovoltaic solar panels and utilizes IoT technology and advanced sensors to monitor and analyze energy metrics in real-time. By deploying this system in a commercial building over six months, we observed a 15% increase in energy efficiency and a 20% reduction in net energy consumption. The system's cloud-based data analytics platform enabled precise tracking of solar output, which averaged 12 kWh/day, and identified key areas for reducing energy waste. Additionally, predictive algorithms successfully forecasted system performance with 95% accuracy, facilitating proactive maintenance and operational adjustments. These results highlight the system's efficacy in promoting sustainable energy practices, significantly advancing the pursuit of zero-energy standards in building management.