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open-access-imgOpen AccessImplementation of a new solar-powered street lighting system: optimization and technical-economic analysis using artificial intelligence
Author(s)
Elisa Belloni,
Andrea Massaccesi,
Cristina Moscatiello,
Luigi Martirano
Publication year2024
Publication title
ieee access
Resource typeMagazines
PublisherIEEE
Public lighting system represents a key role in the energy transition process, considering the high electricity consumptions related to this sector. The integration of renewables could be suitable for this application and many solutions of solar-based lamps for street lighting are spreading. In this research work a specific application of a PV-integrated lighting system was installed in the center of Italy along a footpath and monitored for several months, both in terms of electricity parameters and lighting behavior. It is equipped with monocrystalline photovoltaic cells, a lithium-based battery, and a LED lamp. The measured data allow the development of an optimization algorithm in Python program for the correct management of the solar streetlamp and the forecasting of electricity consumptions for different boundary conditions (e.g. Italian geographical position). The energy taken from grid in a year is very low with respect to a traditional lamp not powered by renewables: only 43-46% in central-northern regions and 35% in south region. Data are also used to study the possible substitution of all the traditional lamppost of the walkway with the novel proposed system. A technical-economic analysis is carried out to analyze the effectiveness of this solution not only in terms of electricity consumptions reduction, but also costs savings. The suitability of the investment and the payback time depend on Italian national price of electricity and initial cost of the solar lamp. The results can be applied to similar case studies in Italy to save electricity consumptions and reduce CO 2 emissions.
Subject(s)aerospace , bioengineering , communication, networking and broadcast technologies , components, circuits, devices and systems , computing and processing , engineered materials, dielectrics and plasmas , engineering profession , fields, waves and electromagnetics , general topics for engineers , geoscience , nuclear engineering , photonics and electrooptics , power, energy and industry applications , robotics and control systems , signal processing and analysis , transportation
Keyword(s)Lighting, Batteries, Electricity, Green products, Voltage control, Renewable energy sources, Pedestrians, Artificial intelligence, Energy consumption, Optimization methods, Photovoltaic systems, Energy storage, Technology management, Economics, Artificial Intelligence, Electricity consumptions, LED, Optimization algorithm, Photovoltaic (PV), Storage, Streetlamp, Technical-economic analysis
Language(s)English
SCImago Journal Rank0.587
H-Index127
eISSN2169-3536
DOI10.1109/access.2024.3382191

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