This dissertation proposed a new methodology for determining the optimal operating strategies for a chilled water storage system under a Time-of-Use electricity rate structure. It is based on a new classification of operating strategies and an investigation of multiple search paths. Each operating strategy consists of a control strategy and the maximum number of chillers running during the off-peak and on-peak periods. For each month, the strategy with the lowest monthly billing cost and minimal water level higher than the setpoint is selected as the optimal operating strategy for the current month. A system model is built to simulate the tank water level at the end of each time step and the system total power during each time step. This model includes six sub-models. Specifically, the plant model is a forward model using a wire-to-water concept to simulate the plant total power. For the Thermal Energy Storage (TES) model, the tank state is described with total chilled water volume in the tank and its derivation is the tank charging or discharging flow rate. A regression model is adopted to simulate the loop supply and return temperature difference as well as the loop total flow rate demand. In the control strategy sub-model, except for three conventional control strategies and the operation without TES, a new control strategy is advanced to load the chiller optimally. The final results will be a table showing the monthly control strategy and maximal number of chillers staged on during the off-peak and on-peak periods, an approach which is easy for the operators to follow. Two project applications of this methodology are introduced in this dissertation. One is an existing TES system with state-of-the-art control and metering systems. The monthly optimal operating strategies are generated, which will achieve significant savings. The comparisons among different control strategies are also provided. The other application consists of multiple plants with little data. The purpose of the study is to evaluate the economic feasibility of designing a new chilled water storage tank and sharing it among four plants. This problem can be solved with a simplified system model, and an optimal tank size is recommended.

A automação de uma central de água gelada é muito utilizada para reduzir o consumo energético de edificações comerciais ao controlar a operação dos seus componentes e consequentemente das vazões de ar e água em função da carga térmica. Considerando as estratégias de controle atualmente em uso, existe a possibilidade de melhorá-las por meio do controle das variáveis de temperatura do sistema (temperaturas de insuflação do ar, da água gelada e da água de condensação), que na maioria dos casos são mantidas fixas para as condições de dimensionamento do sistema ou alteradas apenas em função das condições externas. Estudos demonstram que o controle adequado de cada uma dessas temperaturas nas condições de operação momentâneas (condições climáticas e carga térmica), seja de forma individualizada ou integradas, pode proporcionar reduções significativas no consumo de energia do sistema de climatização. Dessa forma, o presente estudo avaliou os ganhos de uma automação isolada e integrada dessas três temperaturas em base anual para as condições climáticas brasileiras, implementando a automação em diferentes cidades representativas do zoneamento bioclimático brasileiro via simulação computacional utilizando o software EnergyPlus(TM) para uma edificação comercial típica. Os resultados obtidos para a automação integrada indicam reduções globais de consumo que variam com a condição climática entre 5,03% e 19,68% quando comparado com o controle de temperatura fixa, e quando comparado com um controle que varia apenas em função das condições externas as reduções variam entre 3,22% e 8,21%. Esses resultados demonstram que o controle sugerido é melhor que os modelos adotados como referência de mercado. / Automation of a central chilled-water plant is widely used to reduce the energy consumption of commercial buildings by controlling the operation of its components and consequently the air and water flow rates according to the thermal load. Considering the control strategies currently in use, there is a possibility to improve them by controlling the system temperature variables (air insufflation, cold and condensation water temperatures), which in most cases are fixed in system design conditions or variable only according to the external weather. Studies demonstrate that an adequate control of each of these temperatures under momentary operating conditions (climatic conditions and thermal load), whether in an individualized or integrated way, can provide significant reductions in the energy consumption of the HVAC system. Thus, the present study intends to evaluate the energy consumption gains of an individualized and integrated automation of the three variable temperatures on an annual basis for Brazilian climatic conditions, implementing automation for different cities representing the Brazilian bioclimatic zoning. Such evaluation was made by computer simulation using EnergyPlus(TM) software for a typical commercial building. The results obtained with the integrated automation show savings in global consumption that change with the weather between 5,03% and 19,68% when compared with a fixed control, and when compared with a control that varies according to weather conditions the savings are between 3,22% and 8,21%. These results show that the proposed control is better than both models adopted as market benchmarks.

A automação de uma central de água gelada é muito utilizada para reduzir o consumo energético de edificações comerciais ao controlar a operação dos seus componentes e consequentemente das vazões de ar e água em função da carga térmica. Considerando as estratégias de controle atualmente em uso, existe a possibilidade de melhorá-las por meio do controle das variáveis de temperatura do sistema (temperaturas de insuflação do ar, da água gelada e da água de condensação), que na maioria dos casos são mantidas fixas para as condições de dimensionamento do sistema ou alteradas apenas em função das condições externas. Estudos demonstram que o controle adequado de cada uma dessas temperaturas nas condições de operação momentâneas (condições climáticas e carga térmica), seja de forma individualizada ou integradas, pode proporcionar reduções significativas no consumo de energia do sistema de climatização. Dessa forma, o presente estudo avaliou os ganhos de uma automação isolada e integrada dessas três temperaturas em base anual para as condições climáticas brasileiras, implementando a automação em diferentes cidades representativas do zoneamento bioclimático brasileiro via simulação computacional utilizando o software EnergyPlus(TM) para uma edificação comercial típica. Os resultados obtidos para a automação integrada indicam reduções globais de consumo que variam com a condição climática entre 5,03% e 19,68% quando comparado com o controle de temperatura fixa, e quando comparado com um controle que varia apenas em função das condições externas as reduções variam entre 3,22% e 8,21%. Esses resultados demonstram que o controle sugerido é melhor que os modelos adotados como referência de mercado. / Automation of a central chilled-water plant is widely used to reduce the energy consumption of commercial buildings by controlling the operation of its components and consequently the air and water flow rates according to the thermal load. Considering the control strategies currently in use, there is a possibility to improve them by controlling the system temperature variables (air insufflation, cold and condensation water temperatures), which in most cases are fixed in system design conditions or variable only according to the external weather. Studies demonstrate that an adequate control of each of these temperatures under momentary operating conditions (climatic conditions and thermal load), whether in an individualized or integrated way, can provide significant reductions in the energy consumption of the HVAC system. Thus, the present study intends to evaluate the energy consumption gains of an individualized and integrated automation of the three variable temperatures on an annual basis for Brazilian climatic conditions, implementing automation for different cities representing the Brazilian bioclimatic zoning. Such evaluation was made by computer simulation using EnergyPlus(TM) software for a typical commercial building. The results obtained with the integrated automation show savings in global consumption that change with the weather between 5,03% and 19,68% when compared with a fixed control, and when compared with a control that varies according to weather conditions the savings are between 3,22% and 8,21%. These results show that the proposed control is better than both models adopted as market benchmarks.