Non-technical losses in an electrical distribution system. Energy efficiency as a continuous process
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Redalyc
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| Natura: | Artículo científico |
| Lingua: | en |
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Universidad Nacional de Colombia
2021
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| _version_ | 1876436699962146816 |
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| author | Eduardo Andrés Pérez |
| author_facet | Eduardo Andrés Pérez |
| contents | Non-technical losses in an electrical distribution system. Energy efficiency as a continuous process Eduardo Andrés Pérez Gustavo Alejandro Schweickardt Ingeniería regulation generation total losses renewable energy distributed micro This work analyzes the problem of non-technical losses in a low-voltage electrical power distribution system with an artificial intelligence model. The problem focuses on the use of a backpropagation multilayer perceptron neural network, which will quantitatively determine these losses from the manipulation of the current profile and the voltage drop expressed as percentages of their nominal values. These two magnitudes considered, will allow obtaining from the identification of patterns with large variations a technical assessment or quantification to approach the analysis from a different perspective, differing in the methodological determination of non-technical losses currently considered as a percentage of total losses. The results obtained will allow to form a basis for the correct determination of the non-supplied energy, its influence on distribution costs and energy efficiency for the future insertion of distributed generation. 2021 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49671317028 https://www.redalyc.org/journal/496/49671317028/ https://www.redalyc.org/journal/496/49671317028/html/ https://www.redalyc.org/journal/496/49671317028/49671317028.epub https://www.redalyc.org/journal/496/49671317028/movil 10.15446/dyna.v88n219.94557 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.219 Vol.88 |
| format | Artículo científico |
| id | redalyc_49671317028 |
| institution | Redalyc |
| language | en |
| publishDate | 2021 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | Non-technical losses in an electrical distribution system. Energy efficiency as a continuous process Eduardo Andrés Pérez Ingeniería regulation generation total losses renewable energy distributed micro Non-technical losses in an electrical distribution system. Energy efficiency as a continuous process Eduardo Andrés Pérez Gustavo Alejandro Schweickardt Ingeniería regulation generation total losses renewable energy distributed micro This work analyzes the problem of non-technical losses in a low-voltage electrical power distribution system with an artificial intelligence model. The problem focuses on the use of a backpropagation multilayer perceptron neural network, which will quantitatively determine these losses from the manipulation of the current profile and the voltage drop expressed as percentages of their nominal values. These two magnitudes considered, will allow obtaining from the identification of patterns with large variations a technical assessment or quantification to approach the analysis from a different perspective, differing in the methodological determination of non-technical losses currently considered as a percentage of total losses. The results obtained will allow to form a basis for the correct determination of the non-supplied energy, its influence on distribution costs and energy efficiency for the future insertion of distributed generation. 2021 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49671317028 https://www.redalyc.org/journal/496/49671317028/ https://www.redalyc.org/journal/496/49671317028/html/ https://www.redalyc.org/journal/496/49671317028/49671317028.epub https://www.redalyc.org/journal/496/49671317028/movil 10.15446/dyna.v88n219.94557 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.219 Vol.88 |
| title | Non-technical losses in an electrical distribution system. Energy efficiency as a continuous process |
| topic | Ingeniería regulation generation total losses renewable energy distributed micro |
| url | https://www.redalyc.org/articulo.oa?id=49671317028 https://www.redalyc.org/journal/496/49671317028/ https://www.redalyc.org/journal/496/49671317028/html/ https://www.redalyc.org/journal/496/49671317028/49671317028.epub https://www.redalyc.org/journal/496/49671317028/movil |