Abstract
The unpredictable increase in electrical demand affects the quality of the energy throughout the network. A solution to the problem is the increase of distributed generation units, which burn fossil fuels. While this is an immediate solution to the problem, the ecosystem is affected by the emission of CO 2. A promising solution is the integration of Distributed Renewable Energy Sources (DRES) with the conventional electrical system, thus introducing the concept of Smart Microgrids (SMG). These SMGs require a safe, reliable and technically planned two-way communication system. This paper presents a heuristic based on planning capable of providing a bidirectional communication that is near optimal. The model follows the structure of a hybrid Fiber-Wireless (FiWi) network with the purpose of obtaining information of electrical parameters that help us to manage the use of energy by integrating conventional electrical system with SMG. The optimization model is based on clustering techniques, through the construction of balanced conglomerates. The method is used for the development of the clusters along with the Nearest-Neighbor Spanning Tree algorithm (N-NST). Additionally, the Optimal Delay Balancing (ODB) model will be used to minimize the end to end delay of each grouping. In addition, the heuristic observes real design parameters such as: capacity and coverage. Using the Dijkstra algorithm, the routes are built following the shortest path. Therefore, this paper presents a heuristic able to plan the deployment of Smart Meters (SMs) through a tree-like hierarchical topology for the integration of SMG at the lowest cost.
| Translated title of the contribution | Despliegue óptimo de redes FiWi utilizando el método heurístico para la integración de microgrillas con medición inteligente. |
|---|---|
| Original language | English |
| Article number | 2724 |
| Journal | Sensors (Switzerland) |
| Volume | 18 |
| Issue number | 8 |
| DOIs | |
| State | Published - 19 Aug 2018 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Heuristic
- IoT
- Microgrid
- Optimization
- Sensor networks
- Smart metering
Fingerprint
Dive into the research topics of 'Optimal deployment of FiWi networks using heuristic method for integration microgrids with smart metering'. Together they form a unique fingerprint.Projects
- 2 Finished
-
Optimal Planning and Deployment of Overhead and Underground Electrical Distribution Networks
Inga Ortega, E. M. (PI), Campaña Molina, M. A. (Col), Santacruz Carcelen, E. G. (Student), Villacres Quishpe, F. J. (Student) & Herrera Cisneros, E. B. (Student)
22/01/18 → 30/12/18
Project: Research and Development
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Electric Vehicle Consumption and Chargeability Model Based on Smart Electricity Metering
Inga Ortega, E. M. (PI), Garcia Torres, E. M. (Col), Campaña Molina, M. A. (Student), Santacruz Carcelen, E. G. (Student), Andrade Montoya, P. A. (Student) & Arciniega Calderon, M. A. (Student)
1/01/17 → 31/12/17
Project: Research and Development
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