Implementing a 5G-enabled RaspBerry-PI-based testbed for the Distributed Optimization of the Distribution Grid
Work with Raspberry PIs and 5G connectivity to implement a distributed optimization system for the smart grid.
Project description
Distributed optimization algorithms have revolutionized the decision-making process in distribution network management. Unlike their centralized counterparts, the effectiveness of distributed algorithms is significantly affected by the non-ideal states of communication networks used for data exchange.
Hence, evaluating the resilience of distributed algorithms to communication imperfections is essential.
In this project, the student will work under the supervision of faculty in the EE department (both communication and power system area) to implement a 5G-enabled testbed to solve the distributed optimization problem using Raspberry PIs with 5G connectivity.
The performance assessment of the algorithm is done using the IEEE 123-bus test system by optimally scheduling the inverters connected to the network to achieve voltage deviation minimization. This analysis offers valuable understanding about the efficacy of the state-of-the-art distributed optimization algorithms in terms of the solution quality, number of iterations, convergence rate and update frequency.
Project outcome
- Program the Raspberry PI with 5G connectivity
- Implement the distributed optimization algorithm
- Analyze the performance of the communication (delay, packet losses, traffic rate) and their impact on the performance the distributed optimization
Project details
| Length of commitment | Less than a semester; 0-2 months |
| Start time | Anytime |
| In-person, remote, or hybrid? | Hybrid |
| Level of collaboration | Small group project (2-3 students) |
| Benefits | Academic credit |
| Who is eligible | All undergraduate students |
Project mentor
Filippo Malandra
Assistant Professor of Research
Electrical Engineering
Phone: (716) 645-1151
Email: filippom@buffalo.edu
Start the project
- Email the project mentor using the contact information above to express your interest and get approval to work on the project. (Here are helpful tips on how to contact a project mentor.)
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IMPORTANT NOTE: For this project, the mentor has indicated that they would like you to include a copy of your resume or CV and unofficial transcript in your initial email.
Preparation activities
The specific preparation activities for this project will be customized through discussions between you and your project mentor. Please be sure to ask them for the instructions to complete the required preparation activities.
Keywords
Raspberry PI, 5G, Networks, distributed optimization, EE, CSE