Minimisation of energy consumption via optimisation of a simple hybrid system of multi effect distillation and permeate reprocessing reverse osmosis processes for seawater desalination
Introduction
Due to a continuous growth for water demand in warm regions of the world, the market of seawater desalination technologies has experienced a remarkable increase to provide potable water (Elsaid et al., 2020). In this regard, the MED and RO systems have been selected as the favourable thermal and membrane processes, respectively, due to their stability, high quality of fresh water produced and product capacity (Al-Obaidi et al., 2019; Emamdoost et al., 2020). Specifically, MED process can produce salt free water from high salinity seawater. Moreover, RO process has been utilised for different water types including seawater, brackish water, and wastewater with strong potential. de Boer (2014) confirmed that both the RO and MED processes are the most energy demanding filtration processes because of the use of high-pressure pumps and steam generators, respectively. Therefore, the integration of MED with a variety of industrial processes such as concentrated solar power cogeneration scheme and RO process has been investigated (Cipollina et al., 2017; Filippini et al., 2018). From an economic perspective, Mahbub et al. (2009) observed that the low-temperature steam MED process is more suitable to be integrated with the RO process. Filippini et al. (2018) compared the performance of several designs of hybrid system of MED+ retentate reprocessing design of RO process via a detailed process model. The performance of the hybrid system was assessed, and results show an improved performance compared to individual processes of MED and thermal vapour compression (TVC) and RO.
Al-hotmani et al. (2019) suggested a novel design of a simple hybrid system of permeate reprocessing RO process integrated with MED_TVC process and using simulation technique compared the performance of this design with other alternative designs of hybrid systems of MED process and retentate reprocessing RO process presented by Filippini et al. (2018). The simple hybrid MED_TVC+ permeate reprocessing design of RO process was found to be a superior layout compared to others in terms of low energy consumption measured in kWh per m3 of freshwater (specific energy consumption).
The optimisation technique of any industrial process including MED and RO processes is one of the most prominent tools to attain the favourable objective functions such as the lowest freshwater production cost, lowest total annualised cost and lowest energy consumption wile fulfilling the design, operation and quality constraints. For example, Esfahani et al. (2012) optimised the MED-TVC desalination system using genetic algorithm based on artificial neural network model. In this respect, multi-objective optimisation was developed to minimise the total annualised cost and simultaneously maximise the gain output ratio (GOR). The result presented the optimal values of decision variables including the motive steam mass flow rate, temperature difference between the effects, and preheated seawater temperature. Furthermore, it was confirmed that MED_TVC system with 6 effects was the optimum compared to MED_TVC system with 3, 4, and 5 effects. Sadri et al. (2017) deployed multi objective function optimisation to forecast best trade-off between the exergetic efficiencies of MED and RO processes and therefore to attain the optimum conditions for the hybrid system. In this regard, they carried out the irreversibility analysis and chemical and physical exergy destruction. The study elaborated the highest exergy efficiencies of both MED and RO processes. Also, Al-Obaidi et al. (2019) used a single-objective non-linear optimisation framework to predict the lowest freshwater production cost of a simple design of hybrid system of MED process and retentate reprocessing RO process by discovering the optimal values of the main operating conditions. The optimisation results affirmed the economic viability of the hybrid seawater desalination plant.
He authors of this paper believe that there is still a capacity to reduce significant amount of the total consumption energy of the hybrid design of MED_TVC with permeate reprocessing RO process developed by Al-hotmani et al. (2019) which can be achieved via optimisation. Therefore, this study aims to resolve this challenge by embedding the model developed for this layout earlier within an optimisation framework. This is specifically targeted at lowering energy consumption (objective function) by operating the hybrid process at optimum conditions.
Section snippets
Description of hybrid system MED_TVC and permeate reprocessing upstream RO process and feed characteristics
Reverse Osmosis (RO) is a well-known desalination system that characterises to remove undesirable species such as salts, micro pollutants, etc. from seawater, brackish water by pumping the water at higher pressure than the osmotic pressure in a closed pressure vessel. This in turn aids to enable the low salinity water to flow through the membrane and dispose the high-salinity water outside the system (Al-Obaidi et al., 2020).
The MED-TVC is an effective thermal desalination process which is
Modelling of MED_TVC+RO hybrid system
Al-hotmani et al. (2019) modified the model developed by Filippini et al. (2018) by incorporating a specific set of equations to investigate the performance of permeate reprocessing RO process of the hybrid MED_TVC+RO processes. The detailed model is presented in Table 2.
The nonlinear algebraic equations of the hybrid model of MED_TVC+RO processes can be written in a compact form f(x, u, v) = 0, where x denotes the set of all algebraic variables; u denotes the set of decision variables that
Simulation of MED_TVC+ permeate reprocessing RO hybrid system
Al-hotmani et al. (2019) simulated the hybrid system of MED_TVC and RO processes under the operating conditions of both processes (shown in Table 1). This in turn has obtained the performance results as elaborated in Table 3. These results are presented here for the purpose of comparison with the optimisation results of this work.
Filippini et al. (2018) performed a through sensitivity analysis of the MED-TVC and RO processes in the hybrid system. The simulation results confirmed a positive
Optimisation of MED_TVC+ permeate reprocessing RO hybrid system
The optimisation of the hybrid system of MED_TVC+RO processes is presented in a way to minimise the total specific energy consumption (objective function) measured in kWh per m³ of the produced water by predicting the best operating conditions of the associated MED and RO processes is carried out. Therefore, the model developed by Al-hotmani et al. (2019) is embedded in a single optimisation framework as a Non-Linear Programming (NLP) Problem using the gPROMS suits to allow the operating
Results and discussion
Table 4 shows the optimisation results including the total specific energy consumption of the hybrid system of MED_TVC and permeate reprocessing RO processes at a specified seawater salinity of 39,000 ppm. In this regard, the simulation results (base case, not optimised) are also presented in Table 4 for comparison purposes. Furthermore, the optimal operating conditions of both processes and the total energy saving are presented in Table 5. Specifically, both simulation and optimisation are
Conclusions
In this research, optimisation of hybrid MED_TVC and permeate reprocessing RO system has been considered to minimise the specific energy consumption by optimising the operating variables of RO and MED processes such as feed pressure, flow rate and temperature of RO process and external steam flow rate and temperature of MED process. Two practical constraints of high-quality and quantity of fresh water were considered. The optimised operating conditions were compared against the base case of
Author statement
All authors contributed equally in all aspects of this paper.
Declaration of Competing Interest
There is no conflict of interests.
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