Article ID Journal Published Year Pages File Type
262348 Energy and Buildings 2015 15 Pages PDF
Abstract

•An RTU coordination algorithm with the minimal sensor requirements was developed.•The algorithm can be implemented in small/medium-size buildings with no BMS.•Performance was evaluated using simulation and field experiments.•20% energy savings were demonstrated for a building having RTUs with different COPs.•40% peak demand savings were demonstrated for a building having identical RTS.

There have been very few advanced control algorithms developed and deployed for small/medium commercial buildings due to practical difficulties such as the lack of Building Management System (BMS), significant disturbances, high sensor costs and high cost of site-specific engineering solutions. These high implementation costs have been a major impediment to successful market penetration. The focus of this work is to develop and demonstrate a practical control algorithm for the coordination of multiple roof top units (RTUs). The goal is to minimize sensor and configuration requirements in order to enable a more cost effective control implementation for small/medium commercial building applications. The algorithm characterizes the responses of the thermostat sensors to RTU cycling and uses a model within an optimization algorithm to determine the best combination of RTUs to operate in order to minimize power and maintain comfort conditions over a short prediction horizon. The algorithm was first tested in simulation for an existing sit-down restaurant and then at a field site that is a gymnasium. The estimated energy savings were greater than 20% for the restaurant and about 8% for the gym. Peak demand savings of about 40% were demonstrated for the gym. The algorithm is termed “plug-and-play” because no additional sensors are needed for implementation and the thermostat response models and optimization require minimal configuration.

Related Topics
Physical Sciences and Engineering Energy Renewable Energy, Sustainability and the Environment
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