{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T01:51:16Z","timestamp":1760147476504,"version":"build-2065373602"},"reference-count":79,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2023,2,4]],"date-time":"2023-02-04T00:00:00Z","timestamp":1675468800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Water"],"abstract":"<jats:p>This research proposes a methodology with multi-objective optimization for the placement of Pumps operating As Turbines (PATs), energizing street lighting, devices for monitoring the water network, and charging stations for small electric vehicles such as bikes and scooters. This methodology helps to find the most profitable project for benefiting life quality and energy recovery through pumps operating as turbines, replacing virtual pressure reduction valves to locate the best point for decreasing pressure. PATs are selected by maximizing power recovery and minimizing pressure in the system as well as maximizing recoverable energy. Benefits analyzed include the reduction of carbon dioxide emissions and fuel use, as well as the saving of electricity consumption and benefiting socio-economic impact with street lighting, monitoring, and charging station. It was considered that each PAT proposed by the methodology will supply a street light pole, a station for monitoring the water network, and a charging station; under these established conditions, the return on investment is up to 1.07 at 12 years, with a power generation of 60 kWh per day.<\/jats:p>","DOI":"10.3390\/w15040616","type":"journal-article","created":{"date-parts":[[2023,2,6]],"date-time":"2023-02-06T04:25:28Z","timestamp":1675657528000},"page":"616","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Street Lighting and Charging Stations with PATs Location Applying Artificial Intelligence"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7524-1579","authenticated-orcid":false,"given":"Joseph Daniel","family":"Pineda Sandoval","sequence":"first","affiliation":[{"name":"Doctorado en Ciencia y Tecnolog\u00eda del Agua, Divisi\u00f3n de Ingenier\u00edas, Campus Guanajuato, Universidad de Guanajuato, Guanajuato 36000, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2639-0540","authenticated-orcid":false,"given":"Jos\u00e9 Antonio","family":"Arciniega-Nev\u00e1rez","sequence":"additional","affiliation":[{"name":"Departamento de Ingenier\u00eda Geom\u00e1tica e Hidr\u00e1ulica, Divisi\u00f3n de Ingenier\u00edas, Campus Guanajuato, Universidad de Guanajuato, Av. Ju\u00e1rez 77, Guanajuato 36000, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7283-0239","authenticated-orcid":false,"given":"Xitlali","family":"Delgado-Galv\u00e1n","sequence":"additional","affiliation":[{"name":"Departamento de Ingenier\u00eda Geom\u00e1tica e Hidr\u00e1ulica, Divisi\u00f3n de Ingenier\u00edas, Campus Guanajuato, Universidad de Guanajuato, Av. Ju\u00e1rez 77, Guanajuato 36000, Mexico"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9028-9711","authenticated-orcid":false,"given":"Helena M.","family":"Ramos","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering, Architecture and Georesources, CERIS, Instituto Superior T\u00e9cnico, University of Lisbon, 1049-001 Lisbon, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8316-7778","authenticated-orcid":false,"given":"Modesto","family":"P\u00e9rez-S\u00e1nchez","sequence":"additional","affiliation":[{"name":"Departamento Ingenier\u00eda Hidr\u00e1ulica y Medio Ambiente, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00edno de Vera, s\/n, 46022 Val\u00e8ncia, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7043-3683","authenticated-orcid":false,"given":"P. Amparo","family":"L\u00f3pez-Jim\u00e9nez","sequence":"additional","affiliation":[{"name":"Departamento Ingenier\u00eda Hidr\u00e1ulica y Medio Ambiente, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00edno de Vera, s\/n, 46022 Val\u00e8ncia, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4192-8249","authenticated-orcid":false,"given":"Jes\u00fas","family":"Mora Rodr\u00edguez","sequence":"additional","affiliation":[{"name":"Departamento de Ingenier\u00eda Geom\u00e1tica e Hidr\u00e1ulica, Divisi\u00f3n de Ingenier\u00edas, Campus Guanajuato, Universidad de Guanajuato, Av. Ju\u00e1rez 77, Guanajuato 36000, Mexico"}]}],"member":"1968","published-online":{"date-parts":[[2023,2,4]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Chapallaz, J.-M., Dos Ghali, J., Eichenberger, P., and Fischer, G. (1993). 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