| Title |
Optimal Operation Of A Sustainable Water Desalination Unit Integrated A Green Energy System |
| ID_Doc |
40442 |
| Authors |
Ahmadian A.; Almansoori A.; Elkamel A. |
| Year |
2023 |
| Published |
Computer Aided Chemical Engineering, 52 |
| DOI |
http://dx.doi.org/10.1016/B978-0-443-15274-0.50463-7 |
| Abstract |
In this paper, an optimization framework is proposed in order to optimal operation of a water desalination unit in a sustainable green energy network. The operation problem is modeled as a mixed integer linear programming (MILP) and optimized using a mathematical based optimization algorithm. In order to increase the flexibility of the studied sustainable energy system, a fuel cell unit and hydrogen-based vehicles have been included in the system. Moreover, the uncertainty of stochastic parameters has been considered and a machine learning based method namely long short term memory (LSTM) algorithm is utilized for forecasting of the parameters. The proposed methodology is applied on a typical case study and the simulation results are extracted and discussed. © 2023 Elsevier B.V. |
| Author Keywords |
smart cities; sustainable green energy; Water desalination unit |
