Abstract
This paper demonstrates a broad investigation of the implementation and optimization of fractional-order proportional-integral-derivative (FOPID) controllers in a micro-grid system that includes photovoltaic (PV) arrays and lithium-ion battery storage units. The research emphasizes the regulation of load voltage and battery current using FOPID controllers, which are combined with the Incremental Conductance (INC) scheme for Maximum Power Point Tracking (MPPT). To optimize system performance, Particle Swarm Optimization (PSO) is utilized to determine the best parameters for both PID and FOPID controllers, with the Integral of Time-weighted Absolute Error (ITAE) as the fitness function. The system's performance is assessed under different sunlight conditions and resistive loads and is compared with traditional PID controllers. The findings imply that the PSO-optimized FOPID controller excels in sustaining system stability, faster response, and higher efficiency, underscoring its superiority over conventional approaches.
| Original language | English |
|---|---|
| Title of host publication | 22nd IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2025 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 431-436 |
| Number of pages | 6 |
| ISBN (Electronic) | 9798331542726 |
| DOIs | |
| State | Published - 2025 |
| Event | 22nd IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2025 - Monastir, Tunisia Duration: 17 Feb 2025 → 20 Feb 2025 |
Publication series
| Name | 22nd IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2025 |
|---|
Conference
| Conference | 22nd IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2025 |
|---|---|
| Country/Territory | Tunisia |
| City | Monastir |
| Period | 17/02/25 → 20/02/25 |
Bibliographical note
Publisher Copyright:© 2025 IEEE.
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
-
SDG 7 Affordable and Clean Energy
Keywords
- DC Microgrid
- FOPID controller
- MPPT
- PV system
- battery management
- incremental conductance
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Networks and Communications
- Information Systems
- Signal Processing
- Safety, Risk, Reliability and Quality
- Control and Optimization
- Instrumentation
Fingerprint
Dive into the research topics of 'Improving DC Microgrid Performance with Fractional Order PID Controllers'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver