Abstract
Demand side management (DSM) lowers operating costs by dividing loads into shiftable and non-shiftable categories and rearranging the load demand model of a distribution system. Moving variable loads to hours with lower utility prices per unit allows for this. This work employs a bi-level optimization approach to lower the operational expenses of a low-voltage microgrid system that runs in grid-connected mode and uses fossil fuel generators, renewable energy sources, and plug-in hybrid electric vehicles (PHEVs). The load model is rearranged at the first optimization stage based on the DSM participation level. Subsequently, the reorganized load demand models are considered, and suggestions for distributed generator scheduling are brewed to lower the second-level microgrid system's producing expenses. The widely used differential evolution (DE) method, used for several power system optimization problems in the past, served as the study's optimization tool. The active power production cost was decreased while accounting for DSM and considering different grid participation and grid pricing systems. Like the grid, the PHEV implemented the G2V and V2G technology to charge and discharge itself which also played a vital role in decrement of the operational expense.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 2024 IEEE 9th International Conference on Adaptive Science and Technology, ICAST 2024 |
| Publisher | IEEE Computer Society |
| ISBN (Electronic) | 9798350385403 |
| DOIs | |
| Publication status | Published - 2024 |
| Event | 9th IEEE International Conference on Adaptive Science and Technology, ICAST 2024 - Accra, Ghana Duration: 24 Oct 2024 → 26 Oct 2024 |
Publication series
| Name | IEEE International Conference on Adaptive Science and Technology, ICAST |
|---|---|
| ISSN (Print) | 2326-9413 |
| ISSN (Electronic) | 2326-9448 |
Conference
| Conference | 9th IEEE International Conference on Adaptive Science and Technology, ICAST 2024 |
|---|---|
| Country/Territory | Ghana |
| City | Accra |
| Period | 24/10/24 → 26/10/24 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Demand Side Management
- G2V
- Microgrid Energy Management
- PHEV
- V2G
ASJC Scopus subject areas
- Computer Networks and Communications
- Information Systems
- Software
- Electrical and Electronic Engineering
- Communication
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