Managing resources in smart grids using fuzzy optimization techniques
Jyoti M. Shindejyotimanishshinde@gmail.comDepartment of Computer EngineeringPimpriDr. D. Y. Patil Institute of TechnologyPune, Maharashtra, 411018, IndiaView full profile → , P. Pushpalathapushpalathap@maher.ac.inDepartment of Computer ScienceMeenakshi College of Arts and ScienceMeenakshi Academy of Higher Education and ResearchChennai, Tamil Nadu, 600078, IndiaView full profile → , Vaishali Sunilsingh Bayasvaishali.bayas1@vit.eduDepartment of Electronics & Telecommunication EngineeringVishwakarma Institute of TechnologyPune, Maharashtra, 411037, IndiaView full profile → , *Tanveer Ahmad WaniCorresponding authortanveer.ahmad@niu.edu.inDepartment of PhysicsNoida International UniversityGreater Noida, Uttar Pradesh, 203201, IndiaView full profile → , Saurabh Bhattacharyababu.saurabh@gmail.comSchool of Computer Science & EngineeringGalgotias UniversityGreater Noida, Uttar Pradesh, 203201, IndiaView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 01 Apr 2025
- Published Online:
- 23 Apr 2026
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-2278
- Pages:
- 1861–1869
Abstract
Keywords
Subject Classifications
References
[1] M. Abdel-Nasser, K. Mahmoud, and M. Lehtonen, “Reliable solar irradiance forecasting approach based on Choquet integral and deep LSTMs,” IEEE Trans. Ind. Informatics, vol. 17, no. 3, pp. 1873–1881 (2021).
[2] H. Hassani, R. Razavi-Far, and M. Saif, “Fault location in smart grids through multicriteria analysis of group decision support systems,” IEEE Trans. Ind. Informatics, vol. 16, no. 11, pp. 7318–7327 (2020).
[3] N. Shao, Q. Chen, Y. Dong, W. Ding, and L. Wang, “Power system fault diagnosis method based on intuitionistic fuzzy sets and incidence matrices,” IEEE Trans. Power Delivery, vol. 38, no. 6, pp. 3924–3938 (2023).
[4] P. Powroźnik and P. Szcześniak, “Energy management of home devices with smart response for the energy generation profile,” IEEE Trans. Ind. Informatics, vol. 20, no. 8, pp. 6995–7007 (2024).
[5] C. Madhu and M. S. Sudhakar, “An interpretable fuzzy graph learning for label propagation assisting data classification,” IEEE Trans. Fuzzy Systems, vol. 32, no. 3, pp. 1331–1345 (2024).
[6] N. R. Chowdhury, J. Belikov, Y. Beck, Y. Levron, and D. Baimel, “The role of storage degradation in energy management problems: An optimal control perspective,” J. Energy Storage, vol. 67, Art. no. 107412 (2023).
[7] H. Song, C. Liu, A. M. Amani, M. Gu, M. Jalili, L. Meegahapola, X. Yu, and G. Dickeson, “Smart optimization in battery energy storage systems: An overview,” Energy AI, vol. 17, Art. no. 100378 (2024).
[8] A. El Zerk and M. Ouassaid, “Real-time fuzzy logic-based energy management system for microgrid using hardware in the loop,” Energies, vol. 16, no. 5, Art. no. 2244 (2023).
[9] F. Harrou, F. Kadri, and Y. Sun, “Forecasting of photovoltaic solar power production using LSTM approach,” in Advances in Statistical Modeling, Forecasting and Fault Detection in Renewable Energy Systems, vol. 3, pp. 1–16 (2020).
[10] X. Wen, J. Liao, Q. Niu, N. Shen, and Y. Bao, “Deep learning-driven hybrid model for short-term load forecasting and smart grid information management,” Scientific Reports, vol. 14, Art. no. 13720 (2024).
[11] I. Mohan, M. Venkataraman, and K. Thilagavathi, “Investigating utilizations of harmonic univalent functions employing the Prabhakar fractional operator within specific categories,” J. Interdisciplinary Mathematics, vol. 27, no. 5, pp. 1099–1108 (2024).
[12] C. D. Kokane, S. D. Babar, P. N. Mahalle, and S. P. Patil, “Word sense disambiguation: Mathematical modelling of adaptive word embedding technique for word vector,” J. Interdisciplinary Mathematics, vol. 26, no. 3, pp. 475–482 (2023).




