Cases

Building Digital Twin AI Technology Empowering Energy Efficiency

Customer Background
To efficiently manage hardware development teams in Taiwan, Google leased two buildings (TPKD and TPKE) in Tpark and adopted a whole-building management approach. Google also implemented a facility management platform with centralized monitoring and AI applications.

This whole-building management model differs from traditional partial-floor leasing management, creating a stronger demand for energy efficiency optimization.

Requirements & Challenges
To achieve ESG and sustainability goals, Google aims to optimize the HVAC systems of two buildings in Tpark to improve both comfort and energy efficiency, including:

WELL Standard Requirements: Ensure environmental health and comfort while meeting staff needs.
Enhanced Energy Efficiency: Optimize energy use and reduce waste to maintain a comfortable environment.

Solution
Ennowell applied building digital twin driven AI technology, integrating real-time weather data with AI analytics to optimize both comfort and energy efficiency for Google.

Weather Data Integration: Connects weather stations and APIs to monitor environmental changes in real time.
Simulation & Prediction: Simulates and analyzes the impact of weather on building energy use to predict HVAC demand.
AI Optimization: AI automatically calculates optimal control logic to balance comfort and energy efficiency.
Smart Control: Integrates with existing central monitoring systems to enable rapid smart management.

Results & Benefits
As of the first half of 2025, the implementation of Ennowell’s building digital twin technology has delivered the following results:

Maintained Comfort: Indoor PMV reached -0.055, ensuring occupant comfort.
Improved Energy Efficiency: Achieved an average daily energy saving of 17%, effectively reducing energy consumption.

This technology enabled Google to optimize HVAC control within the existing building management system, balancing comfort and energy efficiency while delivering strong smart building performance.

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