Application of the Takaga-Sugeno neuro-fuzzy model for determining of engineering structures

Geodetic monitoring combined with neuro-fuzzy systems, such as the Takaga-Sugeno model, can effectively predict and assess horizontal and vertical displacements of engineering structures. This approach is particularly useful for rapidly changing phenomena like deformations in buildings or natural disasters. The study demonstrates its application on a historical footbridge in Muskauer Park, highlighting the potential of integrating artificial intelligence with geodetic technologies to improve the qualitative assessment of structural conditions.

Mrówczyńska, M. (2019). Application of the Takaga-Sugeno neuro-fuzzy model for determining of engineering structures. MATEC Web of Conferences, 284, 8006. https://doi.org/10.1051/matecconf/201928408006