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International Conference on Computation in Science and Engineering (ICCSE 2019)

Event starts on 2019.10.14 for 2 days in Bandung

http://iccse2019.fmipa-itb.org | https://ifory.id/conf-abstract/fMYCxmchK

Page 1 (data 1 to 30 of 36) | Displayed ini 30 data/page

2D Forward Modeling of Induced Polarization using The Finite Element Method
Indri Liani Sartika, Wahyu Srigutomo

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Corresponding Author
Indri Liani Sartika

Institutions
Bandung Institute of Technology

Abstract
Induced polarization (IP) method is part of the geoelectric methods that is often used in metal exploration. Data interpretation from induced polarization survey requires a fast and efficient forward modeling algorithm. In this study, a forward modeling of induced polarization scheme for 2D environment was developed. The finite element method (FEM) was used for calculating the IP responses for a 2D subsurface resistivity model. The FEM was implemented in the scheme by using the Galerkin approach. The modeling scenarios were divided into two: the first is a case where the subsurface was a homogeneous resistivity whereas the values of injected current were varied. The second case is where the subsurface posses two resistivity layers with a constant value at the injected current. The result show that at a constant current, the electric potential differences are proportional to the resistivity value. Whereas for the two-layers case, the increase in the potential difference is proportional to the increase in resistivity and that current penetrates deeper in the resistive layer.

Keywords
Induced Polarization, Finite Element Method, Earth Science

Topic
Complex system modelling

Link: https://ifory.id/abstract/Q7wEXDCJe9Km


Adversary path analysis for the evaluation of the physical protection system for nuclear facility
Dinan Andiwijayakusuma(1,2); Alim Mardhi(1); Teguh Asmoro(3) Acep Purqon(4), Zaki Suud(5)

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Corresponding Author
Dinan Andiwijayakusuma

Institutions
1. Center for Nuclear Reactor Technology and Safety, National Nuclear Energy Agency of Indonesia (BATAN), Gd. 80 Kawasan Puspiptek Serpong, Tangerang Selatan, Banten 15310, Indonesia
2. Physics Departemen, Institut Teknologi Bandung
3. Center for Informatics and Nuclear Strategic Zone, National Nuclear Energy Agency of Indonesia (BATAN), Gd. 90 Kawasan Puspiptek Serpong, Tangerang Selatan, Banten 15310, Indonesia
4. Earth Physics and Complex System Research Division, Department of Physics, Bandung Institute of Technology Gedung Fisika, Jl. Ganesha 10, Bandung 40132, Indonesia
5. Nuclear Physics and Bio Physics Research Division, Department of Physics, Bandung Institute of Technology Gedung Fisika, Jl. Ganesha 10, Bandung 40132, Indonesia

Abstract
The Physical Protection System (PPS) plays an important role to ensuring the security of each nuclear facility from theft, sabotage and other illegal actions. Evaluation of the effectiveness of the PPS must be performed periodically to ensure that the PPS objective requirements are met and we can obtain the reliable PPS. The objective of this study is to evaluate the physical protection system performance using adversary-path analysis for hypothetical nuclear reactor facility in anticipating attacks with the highest consequences. We perform the calculation of several adversary-path based on sabotage scenario using a computer model. The calculation results provide feedback for the PPS designer whether to accept the current design or will strengthen it to obtain the reliable PPS.

Keywords
PPS, path analysis, nuclear facility

Topic
Simulation in general, etc

Link: https://ifory.id/abstract/mM9WejZE7JFV


ATOMIZATION ENERGY PREDICTION USING MACHINE LEARNING
Maju Sumanto, Muhamad Abdulkadir Martoprawiro, Atthar Luqman Ivansyah

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Corresponding Author
Maju Sumanto

Institutions
Bandung Institute of Technology (ITB) - Computational Science

Abstract
Machine Learning is an artificial intelligence system, where the system has the ability to learn automatically from experience without being explicitly programmed. The learning process from Machine Learning starts from observing the data and then looking at the pattern of the data. The main purpose of this process is to make computers learn automatically. In this study, we used machine learning to predict molecular atomization energy. We use two methods namely Neural Network and Extreme Gradient Boosting. Both methods have several parameters that must be adjusted so the predicted value of the atomization energy of the molecule has the lowest possible error. We are trying to find the right parameter values for both methods. For the neural network method, it is quite difficult to find the right parameter value because it takes a long time to train the model of the neural network to find out whether the model is good or bad, while for the Extreme Gradient Boosting method the time needed to train the model is shorter, so it is quite easy to find the right parameter values for the model. This study also looked at the effects of the modification on the dataset with the output transformation of normalization and standardization then removing molecules containing Br atoms and changing the entry in the Coulomb matrix to 0 if the distance between atoms in the molecule exceeds 2 angstrom.

Keywords
Machine Learning, Neural Network, Extreme Gradient Boosting, Atomization Energy, Molecule.

Topic
Artificial Intelligent and soft computing

Link: https://ifory.id/abstract/ymfUR6MdYA4x


BASIC ANALYSIS ON HEAT TRANSFER PHENOMENA IN NATURAL CIRCULATION FOR LIQUID SODIUM
Rindi Wulandari(1); Sidik Permana(2);Suprijadi(3)

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Corresponding Author
Rindi Wulandari

Institutions
Rindi Wulandari(1); Sidik Permana(2); Suprijadi (3)
(1) (2) Nuclear Physics and Biophysics Research Division, Institut Teknologi Bandung
Jl. Ganesha 10, Bandung 40132, Gedung Fisika FMIPA ITB Indonesia
(3) Theoretical High Energy Physics and Instrumentation Division, Institut Teknologi Bandung
Jl. Ganesha 10, Bandung 40132, Gedung Fisika FMIPA ITB Indonesia

1) wulandarindi[at]gmail.com (corresponding author)
2) psidik[at]fi.itb.ac.id
3) supri.haryono[at]gmail.com

Abstract
Natural convetion, the heat transfer on fluid due to density differences that can be caused by differences in fluid temperature. One example application of natural convection is cooling system, such as nuclear reactor cooling system. The purpose of this study is to analysis the basic characteristic heat transfer of sodium liquid in the natural circulation system for steady state analysis and transient characteristic with Finite Element Method. The selected module is the Non-Isothermal FLow (NITF) module. This module is a combination of three basic equations, namely the continuity equation, the Navier-Stokes equation, and the dynamic equation of heat transfer in fluid. The simulation model measures 1.5 x 2 (m) with sodium liquid (Na) as a fluid.

Keywords
heat transfer, natural circulation, Finite Element Method

Topic
Fluid dynamics

Link: https://ifory.id/abstract/fruKAwe7CvbY


Clustering Bandwidth Usage in Higher Education using K-Means, Agglomerate, KMedoids Algorithm
Danial

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Corresponding Author
Danial -

Institutions
Direktorat Sistem dan Teknologi Informasi, Institut Teknologi Bandung
Jalan Ganesa 10, Bandung 40132, Indonesia

Abstract
In Indonesia, bandwidth usage management in higher education is still a great challenge. Every year, the internet bandwidth and the budget are higher, but the growth of scientific publication to the cumulative universities is still under the other countries in ASEAN. In the other side, the universities have not measure the effective of usage bandwidth for their activities. The log data is managed rarely. The user and data can be clustered. So the management have the picture for their bandwidth policies. In this paper, there will be comparing the clustering that using Agglomerate, K-Means, and K-Means algorithms. The results is to find the best clustering and make a pattern for ITB network usage. The method is implemented in real data in ITB network. The campus management will have a good data and information for their policies of bandwidth management.

Keywords
Clustering, Bandwidth Management, Data Management, Internet

Topic
Artificial Intelligent and soft computing

Link: https://ifory.id/abstract/XvGqJ4FCWVux


Comparative of blanket reactor design in assuring of tritium self-sufficiency condition
Indah Rosidah, Zaki Suud, Abdul Waris, Dwi Irwanto

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Corresponding Author
Indah Rosidah Maemunah

Institutions
ITB

Abstract
There have been performed calculation about blanket module, using either solid, liquid, or molten salt material. The aim of the comparison is not only to find the effective configuration for assuring the tritium self-sufficiency condition, but also to predict the material damage rate and the Helium production rate. In the TBR, the liquid/molten salt breeding material resulted a high TBR (>1.15), whereas Iron material as First Wall (FW) component produced a higher Helium concentration, compared to Cr, Mo, W material.

Keywords
FW, helium, molten salt, TBR

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/tc4nYNHAhxMG


Comparison of Neutronic Aspects in High-Temperature Gas-cooled Reactor (HTGR) with 50-100 MWt power using ZrC Triso Coated Particle (TRIZO)
Fitria Miftasani, Zaki Suud, Dwi Irwanto

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Corresponding Author
Fitria Miftasani

Institutions
Institut Teknologi Bandung

Abstract
The use of ZrC as a substitute for SiC has been proposed to improve the performance of coated fuel particles. In previous studies, a neutronic analysis on HTGR 30 MWt using ZrC and SiC has been done. The advance research conducted to see the effect of the use of TRIZO on HTGR with different power. In the present study, we use a power variation of 50-100 MWt and change the reactor geometry by apply additional fuel layer in the axial and radial direction from HTTR geometry as a reference. Neutronic analysis of the reactor was investigated by calculating the k-eff and k-inf values ​​using ZrC and SiC layers for coated fuel particle. Neutronic calculations are performed using the SRAC code with the JENDL 4.0 nuclear data library.

Keywords
HTGR, ZrC, SiC, TRISO

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/xEPLYtemDAZ4


Design of Beam Shaping Assembly on the Beam Tubes of G.A. Siwabessy Reactor For Boron Neutron Capture Therapy Using PHITS Code
Rasito, Zaki Suud, Sidik Permana

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Corresponding Author
Rasito Tursinah

Institutions
Nuclear Physics Laboratory, Bandung Institute of Technology, Jl. Ganeca 10, Bandung, Indonesia
Email: rasito20[at]gmail.com

Abstract
A beam shaping assembly (BSA) has been designed in the beam tubes of G.A Siwabessy reactor for BNCT application. The BSA is used to decrease thermal neutron, fast neutron, and gamma dose of neutron beam output. The design was carried out in a simulation using the Monte Carlo method with the PHITS computer code. Design of BSA was obtained with TiF3 materials of 100 cm as a neutron moderator and gamma filter, Al of 2 cm as a reflector, aperture and shield using Pb and LiF. This design was able to reduce fast neutron and thermal neutrons to 100000 times, gamma doses to 10000 times, while decreasing epithermal neutron to 10000 times. To meet BNCT requirements, the BSA design should be placed at a depth of 100 - 200 cm of the radial type of RSG-GAS beam tubes.

Keywords
BSA, beam tubes, RSG-GAS, BNCT

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/bMrhAC6mcgQF


Design Study of 100 MWt High-Temperature Gas-cooled Reactor (HTGR) with ZrC Triso Coated Fuel Particle (TRIZO)
Fitria Miftasani, Zaki Suud, Dwi Irwanto

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Corresponding Author
Fitria Miftasani

Institutions
Institut Teknologi Bandung

Abstract
In this study, we designed a 100 MWt HTGR using High-Temperature Engineering Test Reactor (HTTR) 30 MWt as reference. The ZrC layer applied to the TRISO coated fuel particles as a substitute from the SiC layer. Geometry of the reactor is changed by adding the additional layer in the axial direction. The change in geometry is expected to extend the life of the reactor, and the use of ZrC Triso Coated Fuel Particle (TRIZO) is expected to improve the performance of coated fuel particles. Neutronic analysis is performed by calculating k-eff and k-inf using SRAC code with the JENDL 4.0 nuclear data library.

Keywords
HTGR, ZrC, SiC, TRISO

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/DLkhyr9WFQMb


Design Study of High-Temperature Gas Reactor (HTGR) to Produced Electricity and Seawater Desalinatin in the East Nusa Tenggara (NTT) Region
Nining Yuningsiha,1) dan Dwi Irwanto,b,2)

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Corresponding Author
Nining Yuningsih

Institutions
aPhysics Study Program
bNuclear Physics and biophysics Research Division, Laboratory,Institut Teknologi Bandung,
Jl. Ganesha no. 10 Bandung 40132, Gedung Fisika FMIPA ITB Indonesia


1)ninng.yuningsih[at]students.itb.ac.id
2)dirwanto[at]fi.itb.ac.id

Abstract
East Nusa Tenggara (NTT) is an area with many islands. low rainfall intensity makes NTT especially Sabu Raijua as one of the areas with minimal water, especially clean water. Likewise with electricity that has not been sufficient. High-Temperature Gas Reactor (HTGR) is a type of reactor that produces not only electricity but also could be used for cogeneration applications, such as desalination of seawater. In this research, calculation of reactor design performed by Standard Thermal Reactor Analysis Code (SRAC) code and using Japanese Evaluated Nuclear Data Library (JENDL) 4.0 as nuclear data library. Meanwhile, seawater desalination was analyzed using the Desalination Economic Evaluation Program (DEEP) code. The reactor was designed to produced 150 MWt power while seawater desalination used Multi-Effect Desalination (MED) method. As a result, this reactor design can meet electricity demand in the Sabu Raijua region. Also, seawater desalination yields 110000 cubic meters per day which are meet the needs of clean water.

Keywords
High Temperature Gas Reactor (HTGR), seawater desalination, Multi Effect Desalination (MED)

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/Nvg8d6PUQXM7


Development of LPROF-BATAN a Fission Product Release Analysis Code
Topan Setiadipura(a), Arya Adhyaksa Waskita(a*)

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Corresponding Author
Arya Adhyaksa Waskita

Institutions
Center for Nuclear Reactor Technology and Safety, BATAN Indonesia

Abstract
A fission product release analysis code, called LPROF-BATAN, is being developed as part of acquiring the design and safety analysis capability of a pebble bed reactor. A triso-based fueled which applied in pebble bed reactor design assures a very limited fission product release to the environment below the hazardous limit. A specific analysis code is needed to performed quantitative analysis of the fission product which released from the pebble fuel, contained in the primary system, and finally release to environment. This paper presents the development LPROF-BATAN for the fission product release from the pebble fuel and contained in the primary system of the reactor. Comparison of forward Euler, backward Euler and Crank-Nicolson method in solving the initial value problem model of the fission product release is given in this paper. Comparison of LPROF-BATAN results to the available report of HTR-10 reactor design shows a good agreement.

Keywords
fission product release, initial value problem, triso-based fuel, pebble bed reactor

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/F9MnNHQECJWj


Energy Efficiency on AC System Using IoT-Based Analysis on Thermal Characteristics Method
Joshua Dwi Prasetyo, Muhammad Siddiq Purwongemboro, Perystito Septhian Siahaan, Maman Budiman

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Corresponding Author
Joshua Dwi Prasetyo

Institutions
Internet of Things Laboratory, Department of Physics, Institut Teknologi Bandung

Abstract
Increasing demand and use of energy and declining energy source make today’s society have to do energy efficiency. The main focus of this energy efficiency research is AC (Air Conditioner) system because it contributes the most of total power consumption of building. The problems hindering the energy efficiency process on AC system is that the sensor in the AC system doesn’t represent the room’s thermal condition, parameters relevant to the thermal condition are not considered, and the control used only uses temperature optimization without considering energy efficiency. The solution proposed is designing a system that can overcome the problems with Internet of Things (IoT) technology. Other than physics modelling on thermal characteristics using thermodynamics and heat transfer concepts, Artificial Neural Network is also used to manage control part of the system. This research is conducted using experiment method on AC system and room of IoT Laboratory, Department of Physics, Institut Teknologi Bandung. The study on the effects of Duty Cycle (DC) and difference between outdoor and indoor temperature on thermal characteristics value, time needed to obtain thermal characteristics, the effects of DC and outdoor temperature on indoor temperature, the effects of room occupancy on thermal characteristics value, and control result have been conducted. The control has been tested: the average temperature is 21.98$^0$C on outdoor temperature value about 27$^0$C, the temperature range is 21.98$^0$C $pm$ 1.7$^0$C, and the saving obtained is 60%.

Keywords
Energy efficiency, AC system, thermal condition, IoT, Artificial Neural Network

Topic
Artificial Intelligent and soft computing

Link: https://ifory.id/abstract/qP2Ha3ptUWnz


Flocking Simulation Using Quadtree Optimization Method
Ariq Dhia Irfanudin (a*), Sparisoma Viridi (b), Yudha Satya Perkasa (a)

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Corresponding Author
Ariq Dhia Irfanudin

Institutions
a) System Modeling Laboratory, State Islamic University Sunan Gunung Djati Bandung
Jalan A. H. Nasution 105, Bandung 40614, Indonesia
*1157030004[at]student.uinsgd.ac.id
b) Nuclear and Biophysics Laboratory, Bandung Institute of Technology
Jalan Ganesha 10, Bandung 40132, Indonesia

Abstract
The flocking phenomenon has been exploring in many points of view. In simulating a flocking, there are some models that capable describing it in a quantitive way such as the Vicsek model. In nature, Instead of a bird pay attention to all of the birds while doing flock, the bird only has to pay attention to the nearest-neighbor. It is costly during the simulation if a particle has to check its location relative to the whole of particles. Therefore, we serve an optimization method to handle it. There is quadtree, a tree data structure that will take a space then section it in four sections so on. This paper shows the approach by simulation of the large-scale flocking system to be more efficient.

Keywords
Flocking, Vicsek Modeling, Quadtree

Topic
Complex system modelling

Link: https://ifory.id/abstract/k7GjLyMDFmZQ


Formulating Two-Body Interaction through Observed Separation Distance
Sparisoma Viridi, Erlina

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Corresponding Author
Sparisoma Viridi

Institutions
Department of Physcs, Institut Teknologi Bandung

Abstract
Two floating spheres are attracted to each other, if the initial separation distance is less than several times of diameter. This is also affected by portion of immersed volume of the sphere. The interaction between the two spheres is produced by unbalanced surface tension of each ball with the surrounding fluid. Position of each ball is observed using video camera and then the information is extracted using a in-house software based on OpenCV library. Due to difficulty of maintaining reproducible initial conditions, one the spheres sometimes moves to approach to the second, and not both move to aproach each other. In all these cases spheres position is transformed to center of mass position so that all position data as function of time will show a symmetry with center of mass position. Taking differential with respect to time two times, acceleration of each sphere will be obtained. The this information form of interaction can be deducted. A simulation using molecular dynamics method and theoretical approach will show the relation between form of interaction and the related acceleration function of time.

Keywords
molecular dynamics, floating spheres, attractive force, separatio distance

Topic
Simulation in general, etc

Link: https://ifory.id/abstract/atAc7huLk4QD


HELIUM GAS-COOLED FAST REACTOR DESIGN STUDY USING URANIUM CARBIDE – THORIUM CARBIDE MIXTURE FUEL WITH AXIAL MODIFIED CANDLE SCHEME
Niken Rara Galih, Zaki Suud

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Corresponding Author
Niken Rara Galih

Institutions
Laboratorium Fisika Nuklir,
Kelompok Keilmuan Fisika Nuklir dan Biofisika,
Fakultas Matematika dan Ilmu Pengetahuan Alam, Institut Teknologi Bandung,
Jl. Ganesha no. 10 Bandung, Indonesia, 40132

Abstract
As we know, human need of energy increase time to time. In order to fulfill human necessity of energy, in unison with the urge to provide long term clean energy for earth sustainability, building Nuclear Power Plant (NPP) seems to be the right answer. In the effort to support non-proliferation treaty, scientist had been developing fast reactor burning scheme design CANDLE (Sekimoto, 2010) which uses natural Uranium as its fuel. The Modified CANDLE (MCANDLE) as the modification of the previous CANDLE scheme has become the object of this research. Modified CANDLE divide the burning core into several discreet regions. This research uses Natural Uranium-Carbide and Natural Thorium-Carbide as fuel and Helium gas as coolant which was applied to an axial MCANDLE scheme reactor. The core size has been varied to optimize the design. Neutronic analysis has been applied to this research with burn up level, effective multiplication factor (k eff), infinite multiplication factor (k inf), and conversion ratio (CR) as observed parameter. Uranium percentage in fuel has been varied to reduce undesired power peaking. Neutronic calculation has been calculated using SRAC while the core design was calculated using FI-ITB-CH1 program. Combination of Uranium Carbide and Uranium Carbide – Thorium Carbide mixture fuel has reduced the power peaking factor of the reactor. Optimization has been reached as the radial length of the reactor set to 180cm and the axial length to 303cm.

Keywords
Modified CANDLE, burn up level, k eff, k inf, conversion ratio, power peaking

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/xNwP8JzMQ3L9


Implementation and Optimation of UTOP Accident analysis for Pb-Bi cooled Fast Reactors Program in Cluster Computer
Zaki Su’ud, Nina Widiawati, Yanti Yulianti, Artoto Arkundato

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Corresponding Author
Zaki Suud

Institutions
1 Nuclear and Biophysics Research Div. ITB
2 Dept of Physics Lampung Univiversity
3 Dept of Physics Jember University

Abstract
UTOP Accident is among important hypothetical accident in Pb-Bi Cooled Fast Reactors. In order to investigate the inherent safety performance of a Pb-Bi Cooled fast reactor a computer code to analyze Unprotected rod run-out Transient Overpower Accident (UTOP accident) is necessary. In this study improvement and parallelization of UTOP accident analyze code for Pb-Bi cooled fast reactors has been performed. The code adopts coupling of space time kinetic and transient thermal hydraulic analysis. Adiabatic approach of space time kinetic is adopted. The mathematical equations are discreetized and implemented on cluster computers using fortran language and MPI approach. The main challenge is the parallelization of the relatively tight coupled part of the program. The space time kinetic is basically relatively tightly coupled part so that difficult to be parallelized. On the other hands multi channels analysis in the thermal hydraulic part is particularly simpler for parallelization process. In general the program can significantly accelerated in the cluster computer with up to 40 core

Keywords
UTOP accident, inherent safety, MPI, space time kinetic

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/DXhFWmJENanG


Mathematical Modelling of Glycine max. (Soybean) Var. Anjasmoro Plant Growth
Sparisoma Viridi (a), Pingkan Aditiawati (b), Shinta Palupi (b*), Priscila D. Primaresti (b), Mureen D. Samosir (b), Resi Rostiani (b)

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Corresponding Author
Shinta Palupi

Institutions
a) Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology
Jalan Ganesha 10, Bandung 40132, Indonesia
b) School of Life Science and Technology, Bandung Institute of Technology
Jalan Ganesha 10, Bandung 40132, Indonesia
*shintajudono[at]gmail.com

Abstract
Indonesian Legumes and Tuber Crops Research Institute has established basic procedure for cultivating soybean to reduce the problems regarding soybean yield in Indonesia. Using the established procedure, this study is conducted in order to define the mathematical model of Glycine max. (soybean) var. Anjasmoro plant growth. Physiological parameters such as plant height, number of leafs, flowering age, pods emerging age, plant mass, shoot to root ratio, number of pods, pod mass, total nitrogen content in plant tissue and growing media, and the water requirement during cultivation process are also being observed to obtain supporting data needed. Cultivation process is started by preparing inceptisol soil added with cow manure (with 2 tons/hectare dosage) before planting, and synthetic fertilizer in 3 weeks after plating (WAP) that consists of urea (with 25 kg/hectare), SP-36 (with 50 kg/hectare dosage), and KCl (with 75 kg/hectare dosage). Water supply is adjusted to the plant’s field capacity and is given manually once every two days. Plant’s field capacity is calculated using Blanney-Criddle method. Insecticide Matador with dosage of 1ml/L and fungicide Dithane with dosage of 3g/L are used for pest eradication during the cultivation process. Cultivation process is done using 2 main plots, each has 39 polybags. Plants and growing medium observation are done once every week within 13 weeks by taking samples from 3 polybags of each plot randomly chosen. During the cultivation process, average rate of total nitrogen content in growing medium varies from 0.20% to 4.01%, the lowest rate occurs before additional material added to soil, while the highest rate occurs at 1 WAP, in line with nitrogen fixing microbe population that is also on its highest rate at the same time. The average rate of total nitrogen content in plant tissue varies from 1.80% to 8.07%, with the lowest rate occurs at 8 WAP along with flower emergence, and the highest rate occurs at 4 WAP when the plant is still on its active vegetative phase. Total nitrogen content is affected by total population of nitrogen fixing microbe that varies from 0.27 x 106 CFU/ml to 16.87 x 106 CFU/ml. Average rate of water required by soybean plants during cultivation process varies from 0,4902mm/day to 3,8017mm/day, and it most strongly affects on plant’s vegetative phase, flower emergence phase, and pod filling phase. The mathematical model of Glycine max. (soybean) var. Anjasmoro plant growth based on its height increase is y = 91107ln(x) - 34.662, and based on its number of pods increase is y = 63.751ln(x) - 36.048.

Keywords
Growth, Nitrogen, Soybean, Water

Topic
Complex system modelling

Link: https://ifory.id/abstract/KYhdH28L3uxt


Molecular Dynamics Simulation of Noble Gas Particles Using Parallel Computation
Radhinka Bagaskara (a*), Atthar Luqman Ivansyah (a), Sparisoma Viridi (a,b)

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Corresponding Author
Radhinka Bagaskara

Institutions
a) Master Program in Computational Science, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Bandung 40132, Indonesia
b) Department of Physics, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Bandung 40132, Indonesia
*radhinka[at]students.itb.ac.id

Abstract
Molecular dynamics is a method to simulate movements of atoms or particles in a system. The simulation is computationally complex and the performance heavily depends with the computer. As such, a high performance computation system is necessary to achieve the optimal efficiency. One of the solutions is by using parallel computation to speed up the simulation running time. In this research, we use CUDA API developed by Nvidia, to create a parallel molecular dynamics simulation with the help of Nvidias own GPUs. The system used in this simulation is the noble gas particles, i.e. Helium, Neon, Argon, Krypton, Xenon, and Radon. Interactions between particles is modeled by using Lennard-Jones potential and the equations of motion which are integrated with velocity Verlet method. The system is then benchmarked by making comparisons of the execution time between the serial and parallel simulation on CUDA cores. The running time of the parallel simulation is faster than the serial one.

Keywords
Molecular Dynamics, Noble Gas, Parallel Computation, CUDA

Topic
High Performance Computing

Link: https://ifory.id/abstract/DjM3fvKbAJzT


Neutronic performances of Pbnat, Pbnat-Bi, Pb208 and Pb208-Bi as a coolant of Modified CANDLE reactor
Nina Widiawati1, Zaki Suud1, Dwi Irwanto1, Sidik Permana1, Naoyuki Takaki2, and Hiroshi Sekimoto3

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Corresponding Author
Nina Widiawati

Institutions
1Nuclear and Biophysics Department, Institut Teknologi Bandung, Indonesia.
2Department of Nuclear Safety Engineering, Tokyo, Tokyo City University, Japan
3Emeritus professor, Tokyo, Tokyo Institute of Technology

Abstract
Liquid metal cooled fast reactor is a reactor that included in the Generation IV reactor. Some liquid metal that has been used as fast reactor coolant are sodium (Na), Pb, and Pb-Bi. Based on several studies, Pb-based coolant shows better neutronic performance than Na. Currently, there are many studies related to the utilization of Pb208, which is one of the Pb stable isotopes as a coolant material. It is due to Pb208 has the lowest neutron absorption cross-section value among other stable Pb isotopes even compared to Pbnatural. Using pb208 isotope as a coolant can increase the k-eff value compared to natural Pb. In this research, a neutronic performance comparison between Pbnat and Pb208 coolant will be performed in a fast reactor with modified CANDLE burnup scheme. A reactor with a modified CANDLE burnup scheme could directly use natural uranium as fuel. The neutronic calculation performed using the SRAC2006 program. The utilization of liquid Pb208 as coolant can achieved the highest k-eff value among all coolant materials. Hence, the used of excellent coolant material in a reactor with a modified CANDLE burnup scheme is expected to has a superior neutron economy.

Keywords
Pbnat, Pbnat-Bi, Pb208, SRAC2006, Neutron economy, Coolant material, modified CANDLE.

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/cpqYKnj4ayu2


Neutronic Study of HTTR 30 MWt with Thorium Fuel
Andrey (a), Abdul Waris (b*), Dwi Irwanto

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Corresponding Author
Andrey Kosasih

Institutions
(a) Department of Physics, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Jl. Ganesa 10, Bandung 40132, Indonesia
(b) Nuclear Physics & Biophysics Research Division, Department of Physics, Faculty of
Mathematics and Natural Sciences, Bandung Institute of Technology, Jl. Ganesa 10, Bandung 40132, Indonesia
*awaris[at]fi.itb.ac.id

Abstract
The high temperature engineering test reactor (HTTR) is a block-type high-temperature gas-cooled reactor (HTGR) developed by Japan. This reactor is one of the Generation IV nuclear energy systems and can operate with coolant outlet temperature of 950°C. In this study, the neutronic analysis is carried out for the HTTR reactor with thorium fuel and helium coolant. As thorium has no naturally occurring fissile isotope, it requires other fissile isotope to sustain the nuclear chain reaction. In this study, U-233 is used as the fissile isotope. The fuel blocks used in the core vary from 3.3% to 7.5% of U-233 content. Several neutronic parameters are analyzed, such as effective multiplication factor, conversion ratio, neutron spectrum, power density distribution, and power peaking factor. The calculations are performed by PIJ and CITATION modules on SRAC2006 code with JENDL-4.0 as the nuclear data library. The cell-burnup calculations are conducted with two models, with and without microscopic cell definition in the fuel compact. The core calculations are conducted with triangular-z and hexagonal-z core geometry.

Keywords
HTTR, JENDL-4.0, SRAC2006, Thorium

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/jYhXwxfdzKkT


Neutronics Analysis of Core Configuration and Dimension Variation for Modular Gas-cooled Fast Reactor (GFR) with Monte Carlo Method
Helen Raflis (a*), Zaki Su’ud (a), Abdul Waris (a), and Dwi Irwanto (a)

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Corresponding Author
Helen Raflis

Institutions
(a) Nuclear Physics and Biophysics Research Division, Physics Department, Faculty of Mathematics and Natural Science, Bandung Institute of Technology Indonesia, Jalan Ganesha 10 Bandung 40132, INDONESIA

*helenraflis[at]students.itb.ac.id

Abstract
The neutronics analysis of core configuration and dimension variation for modular Gas-cooled Fast Reactor (GFR) that selected by the generation IV international forum as one of six advanced reactor concepts has been done to understand of GFR performance. The main advantages of modular GFR compare another advanced reactor concept is using helium gas as main coolant due to figure out of feasibility of GFR core design need the simulation and modeling. In this paper, the variation of core configuration and dimension for core design have applied in radial, axial and radial-axial direction. The Monte Carlo method code named MCNP6 and OpenMC have been used for the criticality and isotope evaluation of design core GFR. The Monte Carlo method code provides the exact solution to solve the neutron transport equation in full-scale and heterogeneous three-dimensional (3D) geometry modeling using Evaluated Nuclear Data File (ENDF/B-VII.b5) nuclear data and continuous energy. The neutronics parameters characterized are the value of keff, power and neutron flux distribution, and burn-up level to know of the performance of GFR core design. The result of analysis showed that the core configuration in radial direction and dimension variation give the good understanding about the feasibility of GFR core design. In summary, by varied the core configuration in radial direction is prospective design for the next research.

Keywords
Neutronic Analysis, Modular GFR, Monte Carlo Method, Core Configuration, Core Dimension

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/vkVT84mLGzhw


Neutronics Performances of Gas Cooled Fast Reactor for Various Output Power with Modified CANDLE Burn Up Scheme in Radial Direction
Feriska Handayani Irka(1,*), Zaki Su’ud (1), Dwi Irwanto(1), Siti Nurul Khotimah(1), H. Sekimoto (2)

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Corresponding Author
Feriska Handayani Irka

Institutions
(1)Nuclear Research group, FMIPA, ITB, Jl. Ganesha 10, Bandung, Indonesia
(2)Tokyo Institut Of Technology
*feriska.irka[at]gmail.com

Abstract
Gas Cooled Fast Reactor-GFR is one of the Generation IV reactors, a high temperature helium-cooled with a closed fuel cycle. Due to target operation on 2022-2030, this reactor type still need for further research and development technologies. In this paper, we investigated neutronics performances of GFR balance type core with modified CANDLE burn up scheme in radial direction. The power range of 300-700 MWTh. Modified CANDLE burn up scheme was chosen so that the reactor could operate with natural uranium input only. The neutronics calculation were performed using SRAC 2002 with JENDL 4.0 nuclear data library. The results show reactor could operate critically for 10 years without refueling with burn up level 20% HM

Keywords
Modified CANDLE in radial direction, output power, GFR, natural uranium, Generation IV

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/VFrnR2dExZ83


Numerical simulation of wave phenomena using FreeFEM
Uswatun Hasanah (a*), Sri Redjeki Pudjaprasetya (b)

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Corresponding Author
Uswatun Hasanah

Institutions
a) Magister of Computational Science, Institut Teknologi Bandung,
Jalan Ganesha 10, Bandung 40132, Indonesia
*hasan.uswatunhasanah[at]students.itb.ac.id
b) Department of Mathematics, Institut Teknologi Bandung,
Jalan Ganesha 10, Bandung 40132, Indonesia

Abstract
In this research free surface motion governed by the shallow water equations is considered. A numerical scheme based on the finite element method, which is incorporated in the open source FreeFEM is used to simulate several wave phenomena. By carefully set the corresponding initial condition as well as boundary conditions, several numerical computations were conducted. Numerical simulations presented here are standing wave in a closed basin, wave shoaling over a decreasing depth as well as wave refraction. In all cases above, the existing analytical formula were used to validate the numerical results.

Keywords
free surface, shallow water equations, finite element method, FreeFEM

Topic
Fluid dynamics

Link: https://ifory.id/abstract/ubQLAmyfwEz3


One-way Traffic Engineering Analysis on Sukajadi St., Bandung, using Grid Particle Agent-Based Model
Mahardika Inra Takaendengan(1)*, Melyana Dwitasari(1), Sparisoma Viridi(2)

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Corresponding Author
Mahardika Inra Takaendengan

Institutions
(1)Computational Science, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Jalan Ganesha 10, Bandung 40132, Indonesia
*mahardika.takaendengan[at]gmail.com

(2)Department of Physics, Faculty of Mathematics and Natural Sciences, Bandung Institute of Technology, Jalan Ganesha 10, Bandung 40132, Indonesia

Abstract
Abstract. Road and modelled in grids (G) and vehicles (cars) modelled in particles as agents (A) in this analytical model. Agents given two types of different traffic engineering flows, One-Way (F1) and Multi-Way (F2). F2 is old model replaced by F1 due to creating dense traffic. F1 model is a new model applied by Department of Transportation to avoid vehicle conjunction in Sukajadi rd. Using Agent-Based Model approach to model and simulate two type of conditions and produce analytical result to determine the best traffic engineering flow (F). Agents divided at three types: obedient (A1), ordinary (A2), and disobedient (A3). Main concern of this study is cumulation or congestion on each connected road. Directions (D) layered as matrices. Speed is considered the same on all agents due to complexity of this study.

Keywords
Agent-Based Model; Grid Particle; Traffic Engineering;

Topic
Simulation in general, etc

Link: https://ifory.id/abstract/M3vXLFUfjdHe


Preliminary Analysis of Burnup Study on Different Pebble Arrangement inside MCNP Model of HTR Reactor Core
Wahid Luthfi1, a), Suwoto1, b), Topan Setiadipura1, c), Zuhair1, d)

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Corresponding Author
Wahid Luthfi

Institutions
1) Centre for Nuclear Reactor Technology and Safety - National Nuclear Energy Agency, 80th Building of Center for Science and Technology, South Tangerang, Indonesia 15310

Abstract
Further study to simplify the modeling of pebble bed high temperature reactor core (HTR) has been widely developed before. From last calculation on actual fueled pebble to dummy ratio, 57:43, some variation of TRISO unit and Pebble unit is modelled to achieve its first criticality configuration. In this paper, some model that use 27000 pebble with 57:43 ratio and 100% fueled pebble is created to be used on burnup calculation se we could compare its K-EFF and nuclide inventory of it. From this burnup calculation, we could see that SC TRISO unit gives us faster calculation time followed by HCP TRISO unit and then FCC TRISO unit. On the other hand, BCC pebble unit had some consistent deviation from other pebble unit, and we need more study to know the reason behind it. It could be seen that if there are some dummy pebbles inside the reactor, then the deviation would be higher than if there is just fueled pebble inside reactor. On 57:43 ratio, absolute average deviation of K-EFF on burnup calculation is lower than 2% and 10% for nuclide inventory (mass). On 100% fueled pebble, its below 0.15% on K-EFF absolute deviation and below 8% on nuclide inventory deviation.

Keywords
TRISO, Pebble, Modelling, MCNPX, K-EFF, Burnup

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/2qANtfXgFwWR


Preliminary Assesment in Depressurized Accident in High Temperature Gas Cooled Fast Reactors
Zaki Su’ud1, Fitria Miftasani1, Feriska H. Irka1, Inda Rosyidah1, Nur Asiah A1.,Dwi Irwanto1, Zuhair2

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Corresponding Author
Zaki Suud

Institutions
1Nuclear and Biophysics Research Divisions, Bandung Institute of Technology
2National Nuclear Energy Agency, Indonesia

Abstract
Global Warming become more important issue in the recent decade. Related to this issue, energy conversion efficiency play important role in achieving economical design of NPP and directly influences thermal pollution to the environment as for the case of gas fueled power plants which becomes very competitive with advanced high temperature gas turbine system. In this study the feasibility to develop high temperature modular gas cooled fast reactors have been investigated. In this presentation the focus is in preliminary assessment of depressurized accident case/ High Temperature Ceramic materials are intensively used for structural materials. In this analysis assessment to estimate maximum temperature in the core during depressurized accident has been performed by employing radiation as the final mechanism to ttransfer the heat from the center of the core to the outer part. The natural circulation of air is assumed to be the final heat removal mechanism from the outer part of the core. Two dimensional R-Z geomentry calculation model has been employed to simulate the heat removal mechanism during depressurized accident. The results shows that by proper adjustment of the material and core design parameter it can be obtained designs which can survive depressurized accident inherently.

Keywords
GCFR, high temperature, energy conversion efficiency, depressurized accident, radiation

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/WdJCLHnP3zNv


Preliminary study of 100 MWe Molten Salt Reactor using Monte Carlo Method
Cici Wulandari1 , Abdul Waris2*, Sidik Permana2, Syeilendra Pramuditya2

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Corresponding Author
Cici Wulandari

Institutions
1Department of Physics, Faculty of Mathematics and Natural Sciences,
Institut Teknologi Bandung,INDONESIA
2Department of Physics and Department of Nuclear Science & Engineering,
Faculty of Mathematics and Natural Sciences,
Institut Teknologi Bandung,INDONESIA
*awaris[at]fi.itb.ac.id

Abstract
A preliminary conceptual design is conducted for 100 MW(electric) of Molten Salt Reactor (MSR) fueled with 233U. Neutronic parameters analysis of 100 MWe MSR are carried out by using the Monte Carlo method with MCNP6 program. The reactor can be operated for about 5 years without refueling and any exchange of graphite moderator. The unique liquid salt fuel form increases the reactor proliferation resistance because all radioactive isotopes in the core are hard to be separated. This one is a characteristic of Generation IV nuclear power system. The chemical compositions of fuel salt are LiF-BeF2-ThF4-233UF4. The Thorium utilization in the fuel provided sustainable energy in the reactor due to the breeding capability. The 233U concentration was varied to get the reactor criticality changes. The result showed that 233U loaded in fuel concentration is about 0.9 %mol for burnup 6.33GWd/MTU. This calculation is expected to be a preliminary analysis of the MSR development for future energy.

Keywords
MCNP6, Monte Carlo, MSR, Thorium, Uranium

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/nutNH9zW4rAx


Preliminary Study of HCFR (Helium Cooled Fast Reactor) with Modified CANDLE Burnup Strategy in Radial Direction using MCNPX Program
Dora Andris (a*), Zaki Suud (a)

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Corresponding Author
Dora Andris

Institutions
Nuclear Physics Laboratory
Bandung Institute of Technology
Jl Ganesha 10, Bandung, Indonesia

Abstract
Preliminary study on Modified CANLDE burnup strategy utilization in a helium cooled fast reactor have been performed. The Modified CANDLE burnup strategy is applied so that the reactor can operate using natural uranium fuel. Modified CANDLE burn-up strategy is applied in the radial direction because it is technically easier to implement. In modified CANDLE burnup strategy in radial direction, the active core is subdivided into ten regions with the same volume in the radial direction. When startup, each region contains fuel with different composition. The first region contains natural uranium (fresh fuel). The second region contains fuel from natural uranium burning for 10 years, the third region contains fuel from natural uranium burning for 20 years and so on. In this study, the Modified CANDLE burnup strategy in radial direction was designed using the MCNPX program. The fuel to be used is obtained from the calculation results of 2006 SRAC code system and FI ITB CH1 program. In the process, fuel will be shifted from one region to another until all regions are filled with new fuel. The result of calculation shows the reactor is in critical condition.

Keywords
HCFR; Modified CANDLE; radial direction

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/KaeXzPBtbpkL


Study of Variation in Fuel Region Movement with Modified CANDLE Burn Up Scheme in Radial Direction of Gas Cooled Fast Reactor
Feriska Handayani Irka(1,*), Zaki Su’ud (1), Dwi Irwanto(1), Siti Nurul Khotimah(1), H. Sekimoto (2)

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Corresponding Author
Feriska Handayani Irka

Institutions
(1)Nuclear Research group, FMIPA, ITB, Jl. Ganesha 10, Bandung, Indonesia
(2)Tokyo Institut Of Technology
*feriska.irka[at]gmail.com

Abstract
Gas cooled fast reactor-GFR is one of six types of generation IV reactors. The long terms goals of the Generation IV reactor is to develop a safe, proliferation-resistant nuclear system. Minimizing on enrichment of U-235 is one way to avoid the proliferation issue. Now, we even use directly natural uranium as the fuel in reactor core with applying Modified CANDLE burn up scheme. In this study variations of fuel region movement with modified CANDLE burn up scheme in radial direction of GFR was conducted. There are three variation of fuel region movement scheme that used in this study. The power range 300-550 MWTh. The neutronics calculation was performed by SRAC (PIJ-Citation) module. The result of calculation show that one of the movement scheme provides a critically value with 0,3% excess reactivity for begining of life (BOL) conditions.

Keywords
Modified CANDLE in radial direction, GFR, natural uranium, region movement, Generation IV

Topic
Nuclear and Radiation Computation

Link: https://ifory.id/abstract/jWNQJaCTb3mY


Study on Control in Room Cooling System for Energy Efficiency
Joshua Dwi Prasetyo, Muhammad Siddiq Purwongemboro, Perystito Septhian Siahaan, Maman Budiman

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Corresponding Author
Joshua Dwi Prasetyo

Institutions
Internet of Things Laboratory, Department of Physics, Institut Teknologi Bandung

Abstract
Energy efficiency is an effort to reduce energy use in doing work. One technology that can be used for energy efficiency is the Internet of Things (IoT). In this study, the energy savings of the room cooling system were reviewed. In order to achieve energy savings in the room cooling system, it takes an room cooling control that can perform energy efficiency while still considering thermal comfort. In this research, a study of the thermal characteristics of the room using IoT technology was carried out. From the results of this study, thermal parameters can be obtained from the room. This parameters is then processed into input variable to obtain the room cooling system control function using Machine Learning. A cyber physical system modeling has been carried out on room cooling systems with IoT technology. This system is able to get the value of room temperature, room humidity, ambient temperature, and the use of room cooling power and store them in Big Data. Energy efficiency control is done by using Pulse Width Modulation (PWM) method on compressor unit. In this paper, the performance of the control system is studied by variating the control period and set point temperature. Energy efficiency by the control reaches 73\% on outdoor temperature about 30$^0$C, the indoor temperature range obtained is $pm$ 0.4$^0$C from set point temperature value, and the temperature results achieved by the control has 0.02$^0$C difference with the temperature desired by the user.

Keywords
Energy efficiency, room cooling system, IoT, thermal characteristics, Machine Learning

Topic
Artificial Intelligent and soft computing

Link: https://ifory.id/abstract/BhUQLZDNJ7Xv


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