Novel fault diagnosis scheme utilizing deep learning networks

HA Saeed, M Peng, H Wang, B Zhang - Progress in Nuclear Energy, 2020 - Elsevier
Abstract Information availability and processing advances have allowed automated fault
diagnosis methods to gain popularity in nuclear industry. However, stringent safety …

Online fault monitoring based on deep neural network & sliding window technique

HA Saeed, H Wang, M Peng, A Hussain… - Progress in Nuclear …, 2020 - Elsevier
Nuclear power plants have proved their worth in energy sector by providing clean and
uninterrupted power over decades. However, a Nuclear Power Plant (NPP) is a complex …

Analysis of loss of coolant accident without ECCS and DHRS in an integral pressurized water reactor using RELAP/SCDAPSIM

K Skolik, C Allison, J Hohorst, M Malicki… - Progress in Nuclear …, 2021 - Elsevier
Abstract Small Modular Reactors (SMRs) are currently being developed and licensed in
many countries. The innovations in the designs provide many significant features, such as …

Experimental research on reverse flow phenomenon in an equal-height-difference natural circulation system at low pressure

J Sun, Z Mi, C Lu, X Cao, M Ding - Nuclear Engineering and Design, 2020 - Elsevier
Due to the inherent safety feature and potential for improved economy, natural circulation
systems have been extensively applied in energy and chemical industries, especially in the …

Autonomous control model for emergency operation of small modular reactor

HA Saeed, M Peng, H Wang, A Rasool - Annals of Nuclear Energy, 2023 - Elsevier
Advancements in computer performance and Artificial Intelligence, especially Deep Neural
Networks and reinforcement learning, have caught the attention of many researchers …

Simulation study on the dynamic characteristics of natural circulation coupled phase change material for equal height difference passive containment cooling system

W Chen, Y Huang, H Wang, X Yang, S Li… - … Engineering and Design, 2024 - Elsevier
The passive containment cooling system (PCCS) plays a significant role in ensuring the
safety of nuclear power plants. To further reduce peak pressure in the containment during a …

[HTML][HTML] Indefinite sustainability of passive residual heat removal system of small modular reactor using dry air cooling tower

MW Na, D Shin, JH Park, JI Lee, SJ Kim - Nuclear Engineering and …, 2020 - Elsevier
The small modular reactors (SMRs) of the integrated pressurized water reactor (IPWR) type
have been widely developed owing to their enhanced safety features. The SMR-IPWR …

Effects of direct contact condensation on flow characteristics of natural circulation system at low pressure

J Sun, X Ran, Z Zhang, X Cao, G Fan… - Frontiers in Energy …, 2020 - frontiersin.org
Direct contact condensation (DCC) as a complex thermal-hydraulic phenomenon has been
the subject of a great deal of research under forced flow conditions. It is an interesting …

Natural circulation flow distribution within a multi-branch manifold

NR Quintanar, T Nguyen, R Vaghetto… - International Journal of …, 2019 - Elsevier
Natural circulation systems are extensively used in different applications but they need to be
fully characterized to understand their behavior under different boundary conditions. CFD …

Modeling hot channel two-phase flow of PWR NPPs during abnormal condition, using Python

MH Emampour, M Ghafari - Nuclear Engineering and Design, 2023 - Elsevier
The boiling and equilibrium characteristics of subcooled region would be considered as an
important advantage in PWRs from the Thermal-Hydraulic point of view. However, the …