Method for Design of Magnetic Field Active Silencing System Based on Robust Meta Model

@InProceedings{10.1007/978-981-97-0975-5_9, author="Nikitina, Tatyana and Kuznetsov, Borys and Averyanova, Yuliya and Sushchenko, Olha and Ostroumov, Ivan and Kuzmenko, Nataliia and Zaliskyi, Maksym and Solomentsev, Oleksandr and Ruzhentsev, Nikolay and Havrylenko, Olena and Popov, Anatoliy and Volosyuk, Valerii and Shmatko, Oleksandr and Zhyla, Simeon and Pavlikov, Vladimir and Tserne, Eduard and Dergachov, Kostiantyn", editor="Shukla, Samiksha and Sayama, Hiroki and Kureethara, Joseph Varghese and Mishra, Durgesh Kumar", title="Method for Design of Magnetic Field Active Silencing System Based on Robust Meta Model", booktitle="Data Science and Security", year="2024", publisher="Springer Nature Singapore", address="Singapore", pages="103--111", abstract="Overhead power lines generate magnetic fields inside residential buildings, the level of which is often 3--5 times higher than safe living norms. Therefore, all over the world, methods to reduce the level of the magnetic field in existing residential buildings located near power lines intensively developed. The paper proposes a new method design for a system of active silencing to reduce the magnetic field generated by aerial transmission line groups inside residential buildings. First stage research designs a robust meta model based on the exact model and experimental measurements of initial magnetic field. Both these problems were reduced to two zero-sum antagonistic vector game solutions. Both vector games payoffs are estimated using Biot-Savart law. Multi-swarm stochastic optimization algorithm was used to calculate both games solutions. Second stage research was computer simulation of a system of active silencing magnetic field and experimental research.", isbn="978-981-97-0975-5" }