Abstract
Based on demand response and energy theft detection, a novel optimal demand side management (DSM) is proposed for a smart microgrid (SMG). A campus SMG containing photovoltaic (PV), wind turbine, diesel station, smart meters, inverters, batteries, sensors, domestic loads, and central} {DSM unit is built in MATLAB. The SMG elements are communicated using Wi-Fi protocol and internet of things (IoT) technology. The proposed DSM is optimally designed using Grey Wolf Optimization (GWO) to minimize the customer's electricity bill, maximize the user comfort, and obtain the optimal load patterns in the hypothetical campus SMGs. It inspires consumers to alter their daily consumption patterns over a variable tariff according to real-time pricing (RTP), time of use (ToU), and critical peak pricing (CPP) methods. The results proved the proposed technique effectiveness for reducing the user's electricity bill and conserving utility resources through energy theft detection. Finally, the proposed GWO technique is compared with firefly algorithm (FFA) and bacteria foraging algorithm (BFA) to verify its superiority.
| Original language | English |
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| Title of host publication | 2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9798350399714 |
| DOIs | |
| State | Published - 2023 |
| Event | 32nd IEEE International Symposium on Industrial Electronics, ISIE 2023 - Helsinki, Finland Duration: 19 Jun 2023 → 21 Jun 2023 |
Publication series
| Name | IEEE International Symposium on Industrial Electronics |
|---|---|
| Volume | 2023-June |
Conference
| Conference | 32nd IEEE International Symposium on Industrial Electronics, ISIE 2023 |
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| Country/Territory | Finland |
| City | Helsinki |
| Period | 19/06/23 → 21/06/23 |
Bibliographical note
Publisher Copyright:© 2023 IEEE.
Keywords
- Demand Response
- Demand Side Management
- Grey Wolf Optimization
- Internet of Things
- Smart Meter
- Smart Microgrid
- Time of Use
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Control and Systems Engineering