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Content Provider | IET Digital Library |
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Author | Guesmi, Tawfik Farah, Anouar Marouani, Ismail Alshammari, Badr Abdallah, Hsan Hadj |
Abstract | One of the most effective approaches to reduce carbon emissions is the integration of renewable energy sources into electrical power networks. Currently, wind turbines are the fastest growing among all renewable sources. With the integration of wind farms into electrical grids, the economic emission dispatch (EED) problem is becoming more complicated due to the stochastic availability of wind energy. In this study, a new approach is proposed to solve the EED problem incorporating wind farms. The problem is formulated as a chance-constrained problem to deal with the stochastic characteristic of wind power. A novel chaotic sine–cosine algorithm (CSCA) is proposed to provide the optimal generation schedule to minimise simultaneously the generation cost and emission. Some weakness has been encountered in exploitation and exploration capabilities in standard sine cosine algorithm (SCA). Hence, the chaos is integrated into the original SCA to improve its performance. In addition, a new mutation strategy is added to the SCA. In this study, the new algorithm is based on three mutually exclusive equations. The new technique is applied on the 69-bus ten-unit and 40-unit test systems with and without wind energy. The results performed by CSCA are compared with those generated by other recent techniques. |
Starting Page | 1808 |
Ending Page | 1821 |
Page Count | 14 |
ISSN | 17521416 |
Volume Number | 14 |
e-ISSN | 17521424 |
Issue Number | Issue 10, Jul (2020) |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-rpg/14/10 |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2019.1081 |
Journal | IET Renewable Power Generation |
Publisher Date | 2020-04-21 |
Access Restriction | Open |
Rights Holder | © The Institution of Engineering and Technology |
Subject Keyword | Carbon Emissions Chance-constrained Economic Emission Dispatch Problem Chance-constrained EED Problem Chance-constrained Problem Chaos Chaotic Sine–cosine Algorithm CSCA Deterministic Optimisation Problem Economic-emission Objective Function Electrical Grid Electrical Power Network Generation Cost Load Dispatching Optimisation Optimisation Technique Power Generation Dispatch Power Generation Economics Power Generation Scheduling Power System Economics Power System Managemen Power System Operation Recognised Algorithm Renewable Energy Source Renewable Source Standard Sine Cosine Algorithm Statistics Thermal Power Stations Wind Energy Source Wind Farm Wind Penetration Wind Power Wind Power Plant |
Content Type | Text |
Resource Type | Article |
Subject | Renewable Energy, Sustainability and the Environment |
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