To address this, SUTD initiated a new interdisciplinary effort focused on participatory building sustainability. This approach integrates sensor technology, real-time analytics, and intuitive user interfaces to raise awareness of energy consumption and environmental conditions. The aim is to empower all occupants—regardless of technical background—to engage in more sustainable habits and contribute to energy efficiency goals. Early trials show promise in encouraging behavioral change and lowering cooling-related energy demand, offering a more inclusive path toward sustainable building operations.
Overcrowded X-axis labels, difficult to read: The time axis labels are densely packed and rotated 90 degrees, making it hard to visually understand the timeline. Users may find it difficult to accurately interpret the time progression.
Data points too dense: There are too many lines and markers cluttered together, making it hard for users to observe local variations. Many minor fluctuations are buried, and anomalies are not highlighted clearly.
Lack of optimized interactive tooltips: Although values are shown on hover, the information is minimal — it only displays the value and time, without additional helpful details.
This dashboard excels at presenting complex sensor data in a user-friendly format. Its intuitive visualization of multiple environmental parameters (HCHO, CO2, temperature, humidity, light, PM2.5) through interactive charts allows for quick assessment and pattern recognition at a glance.
The dashboard's greatest strength is its versatility. With features like date selection, toggle between visualization types, and data export capabilities, it serves both casual monitoring needs and detailed analysis requirements while maintaining real-time data access through Firebase integration.