for Chiller Plants
Building Automation and Control System (BACS)
This system is responsible for the automatic control of the building's facilities, specifically its heating, ventilation, air conditioning (HVAC), and Energy Recovery Ventilation (ERV) systems. By gathering data from a network of sensors and meters installed throughout the building, the BACS provides a centralized overview of the building's operations and energy usage.
Intelligent building management
IoT devices, including AC controllers, Digital Power Meters, Sensors, IoT Gateway, and AI Gateway, form a network of interconnected devices that facilitate real-time data collection from various systems in the building, such as lighting, ventilation, air conditioning, and solar photovoltaics.
People Crowd Count pipeline
is designed to estimate the number of people in a crowd within the building. This pipeline uses advanced algorithms such as YOLOv5 (an AI object detection model) )to analyze video footage and accurately detect the number of people in different areas of the building. The captured images are processed in such a way that the privacy of individuals is maintained, such as blurring the faces of detected people.
Thermal Discomfort Tenant Feedback LINE BOT
This feature not only improves the response time to thermal discomfort issues but also provides valuable data that can be used to optimize the building's HVAC system. By monitoring and addressing thermal discomfort issues, the building management team can ensure a comfortable indoor environment for the building's occupants, thereby enhancing their experience and satisfaction.
Fault Detection & Diagnostic
Detect fault in real time with cause analysis and recommend actions.
Detect abnormalities in the signal
Driven by engineering logic
Driven by machine learning algorithm
Identify Root Cause
Root cause finding base on engineering logic and explanation
Root cause finding base on explainable machine learning algorithm
Identification with AI base on pattern classification
Map root cause with preventive and proactive actions
Generative AI in the backbone
AI Energy Optimization
Optimize plant performance and energy efficiency optimization.
Automatically generated reports in PDF, Excels, or any other custom format.
Applies expert knowledge for in-depth analysis for chiller plant performance.
Alarm Notification System
Manages and organizes alerts, ensuring timely response to system issues.