Forecasting the Energy Consumption of an Actual Air Handling Unit and Absorption Chiller Using ANN Models

Forecasting Energy Price and Consumption for Iranian Industrial Sectors Using ANN and ANFIS

Forecasting energy price and consumption is essential in making effective managerial decisions and plans. While there are many sophisticated mathematical methods developed so far to forecast, some nature-based intelligent algorithms with desired characteristics have been developed recently. The main objective of this research is short term forecasting of energy price and consumption in Iranian ...

Improving the performance of financial forecasting using different combination architectures of ARIMA and ANN models

Despite several individual forecasting models that have been proposed in the literature, accurate forecasting is yet one of the major challenging problems facing decision makers in various fields, especially financial markets. This is the main reason that numerous researchers have been devoted to develop strategies to improve forecasting accuracy. One of the most well established and widely use...

Minimizing energy consumption of an air handling unit with a computational intelligence approach

A data-mining approach is applied to optimize the energy consumption of an air handling unit. A multiperceptron ensemble algorithm is used to model a chiller, a pump, and the supply and return fans. A non-linear model is developed to minimize the total energy consumption of the air-handling unit while maintaining the temperature of the supply air and the static pressure in a predetermined range...

Integrating Solar Heating into an Air Handling Unit to Minimize Energy Consumption

the energy and exergy analysis of single effect absorption chiller

the first and second laws of thermodynamics have been employed to evaluate energy and exergetic efficiency of the single effect absorption chiller which is used for air conditioning purpose. the performance analysis has been carried out by developing a computer program in ees and modeling the chiller and its components. to evaluate entropy of the water/lithium bromide solution at any point, an ...