The promise of implementing machine learning in earthquake engineering: A state-of-the-art review

Y Xie, M Ebad Sichani, JE Padgett… - Earthquake …, 2020 - journals.sagepub.com
Machine learning (ML) has evolved rapidly over recent years with the promise to
substantially alter and enhance the role of data science in a variety of disciplines. Compared …

Multi-hazard coupling effects in chemical process industry—part II: research advances and future perspectives on methodologies

J Men, G Chen, T Zeng - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
This is the second part of the review on multi-hazard coupling effects in chemical process
industry (CPI) in which the existing methodologies on different topics related to multi-hazard …

Seismic fragility analysis with artificial neural networks: Application to nuclear power plant equipment

Z Wang, N Pedroni, I Zentner, E Zio - Engineering Structures, 2018 - Elsevier
The fragility curve is defined as the conditional probability of failure of a structure, or its
critical components, at given values of seismic intensity measures (IMs). The conditional …

Improving the seismic performance of base-isolated liquid storage tanks with supplemental linear viscous dampers

A Tsipianitis, Y Tsompanakis - Earthquake Engineering and Engineering …, 2022 - Springer
Large tanks are extensively used for storing water, petrochemicals and fuels. Since they are
often cited in earthquake-prone areas, the safe and continuous operation of these important …

Optimizing the seismic response of base-isolated liquid storage tanks using swarm intelligence algorithms

A Tsipianitis, Y Tsompanakis - Computers & Structures, 2021 - Elsevier
Large-scale liquid storage tanks are used worldwide for storing water, chemicals and fuels,
such as liquefied natural gas (LNG) and oil. Any major damage due to man-made or natural …

A hybrid deep belief network-based label distribution learning system for seismic damage estimation of liquid storage tanks

J Men, G Chen, G Reniers, X Rao, T Zeng - Process Safety and …, 2023 - Elsevier
Liquid storage tanks play a vital role in the modern chemical process industry (CPI). The
strong ground motion caused by large-scale earthquakes may easily impose severe …

Performance limits of base-isolated liquid storage tanks with/without supplemental dampers under near-fault earthquakes

E Güler, C Alhan - Structures, 2021 - Elsevier
In order to ensure the continuity of the production process and avoid health, security, and
ecological problems, the protection of the liquid storage tanks (LSTs) in industrial complexes …

Seismic analysis of liquid storage tank using oblate spheroid base isolation system based on rolling friction

A Rawat, V Matsagar - International Journal of Non-Linear Mechanics, 2022 - Elsevier
The seismic isolation of ground-supported cylindrical liquid storage tank using the newly
developed oblate spheroid base isolation (OSBI) system is investigated. The OSBI is an …

Seismic Reliability Analysis of Structures by an Adaptive Support Vector Regression-Based Metamodel

A Roy, S Chakraborty - Journal of Earthquake Engineering, 2024 - Taylor & Francis
The dual metamodeling approach is usually adopted to tackle the stochastic nature of
earthquakes in seismic reliability analysis relying on the lognormal response assumption …

Numerical study of base-isolated cylindrical liquid storage tanks using coupled acoustic-structural approach

A Rawat, VA Matsagar, AK Nagpal - Soil Dynamics and Earthquake …, 2019 - Elsevier
A numerical study of the base-isolated ground-supported cylindrical liquid storage tank is
carried out using finite element method (FEM). The coupled acoustic-structural (CAS) …