Title :
Energy saving of combined fresh water and cold generation system by compressor intercooler waste heat recovery
Author :
Janghorban, Iman ; Liu, Hongbin ; Ghorbannezhad, Payam ; Yoo, ChangKyoo
Author_Institution :
Dept. of Environ. Sci. & Eng., Kyung Hee Univ., Yongin, South Korea
Abstract :
Fresh water and cold which are produced by desalination and cooling processes are simultaneously utilized in many factories and industries. Energy saving can be possible by integration of desalination and cooling systems. This paper contributes to a new integration scheme of the reverse osmosis (RO) and refrigeration systems. Compressor intercooler and condenser waste heat are recovered to increase the intake seawater temperature, which causes decrease in RO pump usage and compressor power consumption. The RO system and refrigeration cycle is modeled. Experimental design of central composite design (CCD) is applied to determine the input decision variables, which are consist of intercooler pressure and heat source temperature (TH) responses variables are coefficient of performance (COP) and power consumption of reverse osmosis (PRO). Multi objective optimization to minimize PRO and maximize COP is performed using genetic algorithm (GA) over the ANN model. The input decision variables corresponding to Pareto optimal sets are presented minimum as the optimal design parameters.
Keywords :
desalination; design of experiments; energy conservation; genetic algorithms; heat recovery; mechanical engineering computing; neural nets; power engineering computing; pumps; reverse osmosis; waste heat; ANN model; RO pump; central composite design; cold generation system; compressor intercooler waste heat recovery; cooling processes; desalination; energy saving; experimental design; genetic algorithm; refrigeration systems; reverse osmosis; Artificial neural networks; Equations; Mathematical model; Neurons; Optimization; Power demand; Reverse osmosis; Artificial neural network; Genetic algorithm; Multi objective optimization; Refrigeration; Reverse Osmosis (RO);
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4577-0835-0