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Artificial Intelligence Driven Nuclear Power Reactors(A Technical Memorandum)

Journal of Energy and Power Engineering 2022年第2期16卷 71-80页

作者： seyed kamal mousavi balgehshiri Ali Zamani Paydar Bahman Zohuri Physics and Energy Engineering Department Amirkabir University of TechnologyTehranIran Galaxy Advanced Engineering AlbuquerqueNew Mexico 87111USA Golden Gate University San FranciscoCalifornia 94105USA

The 21st Century era and new modern technologies surrounding us day-in and day-out have opened a new door to“Pandora Box”,that we do know it as AI(artificial intelligence)and its two essential integrated components namely ML(machine learning)and DL(deep learning).However,the strive and progress in AI,ML,and DL pretty much has taken over any industry that we can think of,when it comes to dealing with cloud of structured data in form of BD(big data).A NPP(nuclear power plant)has multiple complicated dynamic system-of-components that have nonlinear *** controlling the plant operation under both normal and abnormal conditions,the different systems in NPPs(e.g.,the reactor core components,primary and secondary coolant systems)are usually monitored continuously,which leads to very huge amounts of *** course Nuclear Power Industry in form of GEN-IV(Generation IV)has not been left behind in this 21st century era by moving out of GEN-III(Generation III)to more modulars form of GEN-IV,known as SMRs(small modular reactors),with a lot of electronic gadgets and electronics that read data and information from it to support safety of these reactor,while in operation with a built in PRA(probabilistic risk assessment),which requires augmentation of AI in them to enhance performance of human operators that are engaged with day-to-day smooth operation of these reactors to make them safe and safer as well as resilience against any natural or man-made disasters by obtaining information through ML from DL that is collecting massive stream of data coming via *** of AI with HI(human intelligence)is not separable,when it comes to operation of these smart SMRs with state of the art and smart control rooms with human in them as *** TM(technical memorandum)is describing the necessity of AI playing with nuclear reactor power plant of GEN-IV being in operation within near term sooner than later,when specially we are facing today’s cyber-attacks with t

关键词： AI ML DL BD nuclear reactor and nuclear energy electrical grid PRA reactor safety DA(data analytics)and PA(predictive analytics).

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Wide Range Neutron Monitoring(WRNM)System in Boiling Water Reactors(A Short Communication&Memorandum)

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Journal of Energy and Power Engineering 2022年第5期16卷 186-212页

作者： seyed kamal mousavi balgehshiri Ali Zamani Paydar Bahman Zohuri Amirkabir University of Technology TehranIran Galaxy Advanced Engineering AlbuquerqueNew Mexico

The WRNM(wide range neutron monitoring)is a newly developed neutron monitoring channel which was initially conceived as a means to meet Regulatory Guide 1.97 requirements for post-accident neutron *** scope was expanded to include the startup monitoring function with the aim of replacing both the source and IRMs(intermediate range monitors)in BWRs(boiling water reactors).The WRNMs,consisting of a newly designed fixed incore regenerative sensor and new electronics,which include both counting and MSV(mean square voltage)channels,have been tested in several reactors and its capabilities have been *** channel will cover the neutron flux range from 103 nv to 1.5×103 nv;it has greater than 1 decade overlap between the counting and MSV *** of the regenerative fissile coating the sensor,even though fixed incore,has a life of approximately 6.0 full power years in a 51 kW/L BWR and similar situation has been proposed for newly designed small modular reactor such as BWRX-300 of General Electric Hitachi reactor.

关键词： BWR light water reactor advanced reactor advanced small modular reactor high temperature advanced reactor Generation IV nuclear power reactors nuclear energy nuclear radiation environment

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Plasma Blobs and Turbulence Impacting Magnetic Confinement(A Short Review)

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Journal of Energy and Power Engineering 2023年第1期17卷 1-10页

作者： Rahele Zadfathollah seyed kamal mousavi balgehshiri Ali Zamani Paydar Bahman Zohuri Department of Physics K.N.Toosi University of TechnologyTehranP.O.BOX 15875-4416Iran Physics and Energy Engineering Department Amirkabir University of TechnologyTehranIran Galaxy Advanced Engineering AlbuquerqueNew Mexico 87111United States of America

Space-based plasma(i.e.,a highly ionized gas or the fourth state of matter)blobs are isolated pockets of this highly ionized gas made up of charged *** blobs are believed to have a substantial impact on the structure and dynamics of the cosmos and can be seen in a variety of astronomical objects,including stars,galaxies,and the intergalactic *** plasma blobs are connected to intense phenomena like magnetic reconnection,shock waves,and supernovae,while others may be the result of more passive processes like cooling and gravitational *** both astrophysics and plasma physics,there is ongoing research on the characteristics and behavior of plasma *** phenomenon has a very adverse effect on tokamak-based MCF(magnetic confinement fusion),which is the subject of this short review paper.

关键词： Plasma blobs plasma edge interstellar magnetic reconnection tokamak MCF

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Implosion Plasma Driven Fusion Pellet of Inertial Confinement(A Short Memorandum)

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Journal of Energy and Power Engineering 2023年第1期17卷 15-26页

作者： Rahele Zadfathollah seyed kamal mousavi balgehshiri Ali Zamani Paydar Masoud J.Moghaddam Bahman Zohuri Department of Physics K.N.Toosi University of TechnologyP.O.Box 15875-4416TehranIran Physics and Energy Engineering Department Amirkabir University of TechnologyTehranIran AI Cyber Domain San Jose 95101CaliforniaUnited States of America Galaxy Advanced Engineering AlbuquerqueNew Mexico 87111United States of America

The implosion plasma drive fusion pellet of inertial confinement is a concept related to nuclear fusion,a process in which atomic nuclei combine to form heavier nuclei,releasing a large amount of energy in the *** implosion plasma drive fusion pellet is a potential fuel source for achieving controlled nuclear ***(inertial confinement fusion)is a technique used to achieve fusion by compressing a small target containing fusion fuel to extremely high densities and temperatures using lasers or other *** implosion plasma drive fusion pellet concept involves using a small pellet of deuterium and tritium(two isotopes of hydrogen)as fusion fuel,and then rapidly heating and compressing it using a pulsed power *** implosion process creates a high-pressure plasma that ignites the fusion reactions,releasing energy in the form of neutrons and charged *** resulting energy can be captured and used for power *** technology is still in the experimental stage,and significant research and development is required to make it commercially ***,it has the potential to provide a virtually limitless source of clean energy with no greenhouse gas emissions or long-term radioactive *** that as it may,ICF has to get exact control of the implosion process,mitigate insecurities,and create modern materials and advances to resist the extraordinary conditions of the combined response.

关键词： Plasma fusion plasma driven fusion magnetic reconnection tokamak magnetic confinement fusion ICF

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