{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T11:48:06Z","timestamp":1792064886452,"version":"4.4.0"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T00:00:00Z","timestamp":1783987200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T00:00:00Z","timestamp":1792022400000},"content-version":"vor","delay-in-days":93,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Sci Rep"],"DOI":"10.1038\/s41598-026-60823-0","type":"journal-article","created":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T15:44:59Z","timestamp":1784043899000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Neuro-fuzzy adaptive model predictive control for enhanced voltage stability in transmission systems"],"prefix":"10.1038","volume":"16","author":[{"given":"Mehari Mekuriaw","family":"Mengistie","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,14]]},"reference":[{"key":"60823_CR1","volume-title":"Power System Stability and Control","author":"P Kundur","year":"1994","unstructured":"Kundur, P. Power System Stability and Control (McGraw-Hill, 1994)."},{"key":"60823_CR2","volume-title":"Power System Voltage Stability","author":"CW Taylor","year":"1994","unstructured":"Taylor, C. W. Power System Voltage Stability (McGraw-Hill, 1994)."},{"key":"60823_CR3","unstructured":"Ethiopian Electric Power (EEP). Ethiopian Power System Operational Report: Current Challenges and Stability Issues (EEP, Addis Ababa, current)."},{"key":"60823_CR4","volume-title":"Model Predictive Control","author":"EF Camacho","year":"2013","unstructured":"Camacho, E. F. & Alba, C. B. Model Predictive Control 3rd edn. (Springer, 2013).","edition":"3rd edn"},{"key":"60823_CR5","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1016\/0005-1098(89)90002-2","volume":"25","author":"CE Garc\u00eda","year":"1989","unstructured":"Garc\u00eda, C. E., Prett, D. M. & Morari, M. Model predictive control: Theory and practice. Automatica 25, 335\u2013348 (1989).","journal-title":"Automatica"},{"key":"60823_CR6","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1109\/21.256541","volume":"23","author":"J-S Jang","year":"1993","unstructured":"Jang, J.-S. ANFIS: Adaptive-network-based fuzzy inference system. IEEE Trans. Syst. Man Cybern. 23, 665\u2013685 (1993).","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"60823_CR7","volume":"278","author":"SK Behera","year":"2020","unstructured":"Behera, S. K., Sahu, B. K. & Singh, V. Adaptive model predictive control with ANFIS-based tuning of weighting matrices for microgrid voltage regulation. Appl. Energy 278, 115714 (2020).","journal-title":"Appl. Energy"},{"key":"60823_CR8","first-page":"188","volume":"88","author":"L Wang","year":"2019","unstructured":"Wang, L., Tan, M. & Li, S. ANFIS-based predictive model for nonlinear process control using model predictive control. ISA Trans. 88, 188\u2013197 (2019).","journal-title":"ISA Trans."},{"key":"60823_CR9","first-page":"477","volume":"79","author":"MA Rahman","year":"2017","unstructured":"Rahman, M. A. & Miah, M. A. Voltage stability assessment and enhancement of smart grid integrating wind energy system. Renew. Sustain. Energy Rev. 79, 477\u2013491 (2017).","journal-title":"Renew. Sustain. Energy Rev."},{"key":"60823_CR10","first-page":"313","volume":"132","author":"MS Abdelhalim","year":"2017","unstructured":"Abdelhalim, M. S. & El-Shorbagy, M. A. Voltage stability enhancement using STATCOM and its optimised location based on modal analysis. Energy Convers. Manag. 132, 313\u2013323 (2017).","journal-title":"Energy Convers. Manag."},{"key":"60823_CR11","volume-title":"FACTS Controllers in Power Transmission and Distribution","author":"SM Hadi","year":"2011","unstructured":"Hadi, S. M. FACTS Controllers in Power Transmission and Distribution (New Age International, 2011)."},{"key":"60823_CR12","first-page":"2022","volume":"9","author":"S-J Kim","year":"2018","unstructured":"Kim, S.-J. & Lee, J.-H. Model predictive control for optimal power flow in smart grids. IEEE Trans. Smart Grid 9, 2022\u20132030 (2018).","journal-title":"IEEE Trans. Smart Grid"},{"key":"60823_CR13","first-page":"245","volume":"88","author":"MM Saad","year":"2017","unstructured":"Saad, M. M. & El-Sattar, A. A. E. Predictive control for transient stability enhancement in power systems. Int. J. Electr. Power Energy Syst. 88, 245\u2013253 (2017).","journal-title":"Int. J. Electr. Power Energy Syst."},{"key":"60823_CR14","first-page":"571","volume":"140","author":"M Abd-Elkareem","year":"2017","unstructured":"Abd-Elkareem, M., Ali, M. F. & Abdel-Aziz, M. A. Model predictive load frequency control of a two-area power system with wind power integration. Energy Convers. Manag. 140, 571\u2013581 (2017).","journal-title":"Energy Convers. Manag."},{"key":"60823_CR15","doi-asserted-by":"crossref","first-page":"3325","DOI":"10.1109\/TPWRS.2017.2672728","volume":"32","author":"X Shao","year":"2017","unstructured":"Shao, X., Zhang, L. & Chen, W. Model predictive control-based voltage regulation in distribution networks with high penetration of distributed generation. IEEE Trans. Power Syst. 32, 3325\u20133334 (2017).","journal-title":"IEEE Trans. Power Syst."},{"key":"60823_CR16","first-page":"3774","volume":"11","author":"S Mohagheghi","year":"2017","unstructured":"Mohagheghi, S. & Shahsavari, A. Model predictive control for power systems: A review on recent advancements and challenges. IET Gener. Transm. Distrib. 11, 3774\u20133784 (2017).","journal-title":"IET Gener. Transm. Distrib."},{"key":"60823_CR17","first-page":"1","volume":"3","author":"A Yassine","year":"2017","unstructured":"Yassine, A., Gadi, Y. & El-Hajjaji, A. ANFIS-based short-term load forecasting for smart grid applications. Energy Rep. 3, 1\u20139 (2017).","journal-title":"Energy Rep."},{"key":"60823_CR18","volume":"176","author":"A Bafana","year":"2019","unstructured":"Bafana, A., Dube, L. & Hanyane, R. ANFIS-based fault diagnosis in power systems using synchronised phasor measurements. Electr. Power Syst. Res. 176, 105952 (2019).","journal-title":"Electr. Power Syst. Res."},{"key":"60823_CR19","first-page":"299","volume":"75","author":"R Kumar","year":"2016","unstructured":"Kumar, R. & Singh, S. N. Design of ANFIS-based power system stabiliser for damping low frequency oscillations. Int. J. Electr. Power Energy Syst. 75, 299\u2013309 (2016).","journal-title":"Int. J. Electr. Power Energy Syst."},{"key":"60823_CR20","first-page":"111","volume":"171","author":"S Ali","year":"2019","unstructured":"Ali, S., Ullah, K. & Khan, N. Reactive power control using ANFIS-based SVC and TCSC controllers for voltage stability enhancement. Electr. Power Syst. Res. 171, 111\u2013120 (2019).","journal-title":"Electr. Power Syst. Res."}],"container-title":["Scientific Reports"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.nature.com\/articles\/s41598-026-60823-0","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41598-026-60823-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41598-026-60823-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T10:55:59Z","timestamp":1792061759000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.nature.com\/articles\/s41598-026-60823-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,14]]},"references-count":20,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2026,12]]}},"alternative-id":["60823"],"URL":"https:\/\/doi.org\/10.1038\/s41598-026-60823-0","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-9758864\/v1","asserted-by":"object"}]},"ISSN":["2045-2322"],"issn-type":[{"value":"2045-2322","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,14]]},"assertion":[{"value":"19 May 2026","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 June 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 July 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The author declares no competing interests.","order":1,"name":"Ethics","label":"Competing interests","group":{"name":"EthicsHeading","label":"Declarations"}}],"article-number":"32325"}}