A Case Study on a Shopping Centre

Heating, Ventilation and Air-Conditioning (HVAC) Equipment Optimization with Abound Predictive Insights

The Site

A regional shopping center in Brisbane with 170+ retailers, requiring consistent indoor comfort and reliable HVAC performance to support tenants and visitors.

The Challenge

Limited real-time visibility across HVAC assets.
Operations were largely reactive, with issues identified after alarms or tenant complaints and static control strategies.
Need to reduce energy consumption while maintaining comfort.
Lack of a data-driven approach to support optimal performance and smarter decision-making.

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The Solution

Deployment of the Abound Predictive Insights software enabled continuous monitoring and proactive operation of connected HVAC equipment. Operational improvements included:

Trim & Respond control strategies
Outdoor air reset integration with optimum start scheduling
Targeted Building Management System tuning
Data-driven maintenance and lifecycle planning

The optimization of equipment operations was aligned with the best practices in ASHRAE Guideline 36-2021.

The Impact

Energy savings offset software deployment cost within 4 months
11.6K+ kWh energy savings achieved in first 3 months after deployment
8% reduction in Air Handling Unit (AHU) energy consumption in Q4 '25 versus Q4 '24
Improved performance during peak summer load
Launched insight-driven repairs and maintenance, supported by data-led upgrade decisions
Implemented Air and water-side optimization

The shopping center transitioned from reactive maintenance to performance-led operations.

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