지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2019.1
- 수록면
- 369 - 374 (6page)
이용수
초록· 키워드
오류제보하기
The properties of powder metallurgy products are related to their densities. In the present work, we demonstrate a method to apply artificial neural networks (ANNs) trained on experimental data to predict the bulk density of barium titanates. The density is modeled as a function of pressure, press rate, heating rate, sintering temperature, and soaking time using the ANN method. The model predictions with the training and testing data result in a high coefficient of correlation (R2 = 0.95 and Pearson’s r = 0.97) and low average error. Moreover, a graphical user interface for the model is developed on the basis of the transformed weights of the optimally trained model. It facilitates the prediction of an infinite combination of process parameters with reasonable accuracy. Sensitivity analysis performed on the ANN model aids the identification of the impact of process parameters on the density of barium titanates.
목차
등록된 정보가 없습니다.
참고문헌 (15)
참고문헌 신청
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
[100]-Texturing of Barium Titanate Ceramics Using Sodium Bismuth Titanate Templates: Challenges and Insights
전기전자재료학회논문지
2024 .05
-
Modeling the Density and Hardness of AA2024-SiC Nanocomposites
한국분말야금학회지
2019 .01
-
Eco-friendly Piezoelectric Composite Papers Based on Cellulose and Barium Titanate
한국고분자학회 학술대회 연구논문 초록집
2017 .10
-
Modification of Barium titanate(BaTiO₃) using PVP and their Analysis
한국고분자학회 학술대회 연구논문 초록집
2019 .04
-
Room temperature hydrogen uptake of titanate nanotube powder with different H2O and sodium contents synthesized by a hydrothermal methodin aqueous NaOH solution
Journal of Ceramic Processing Research
2015 .02
-
다짐밀도 측정장비(Non-nuclear Type)를 사용한 현장 다짐밀도 평가
한국도로학회논문집
2015 .01
-
Microstructure and Piezoelectric Performance of Films based on Nanocellulose and Barium Titanate Nanofiber
한국고분자학회 학술대회 연구논문 초록집
2017 .04
-
The Change of Properties of PA66 Composites with Surface Modification and Different Shape of Potassium Titanate
한국고분자학회 학술대회 연구논문 초록집
2018 .04
-
Formation of High-Dielectric Layers through Annealing of Polystyrene@Barium Titanate Arrays for Embedded Capacitor
폴리머
2024 .11
-
Fabrication of Nano-Structured Strontium Titanate for a Thermoelectric Application
한국고분자학회 학술대회 연구논문 초록집
2017 .10
-
Fabrication of Nano-Structured Strontium Titanate for a Thermoelectric Application
한국고분자학회 학술대회 연구논문 초록집
2017 .04
-
Fabrication of Strontium Titanate Nanofibers for a thermoelectric application
한국고분자학회 학술대회 연구논문 초록집
2015 .10
-
Influences of Surface-Modified Barium Titanate Nanoparticle on the Piezoelectric Performance of Anionic Waterborne Polyurethane Films
한국고분자학회 학술대회 연구논문 초록집
2023 .10
-
Elaboration and characterization of barium titanate powders obtained by the mechanical activation of barium nitrate and titanate oxide, and electrical properties of the ceramics sintered by SPS
Journal of Ceramic Processing Research
2016 .08
-
레이더검지기의 차량궤적 정보기반의 고속도로 밀도산출방법에 관한 비교
한국도로학회논문집
2016 .01
-
Effects of the Potassium Titanate Functional Filler Types on the Thermal Protection Performance of Heat Resistant Ablative Coated Fabrics
NANO
2018 .01
-
디스크-패드 제동 시스템의 제동 압력이 스퀼 소음 해석에 미치는 영향에 관한 연구
한국자동차공학회 춘계학술대회
2021 .06
-
Effects of a compaction method for powder compacts on the critical current density of MgB<sub>2</sub> bulk superconductors
한국초전도·저온공학회논문지
2019 .01
-
Characterizing Barium Titanate Piezoelectric Material Using the Finite Element Method
Transactions on Electrical and Electronic Materials
2017 .06
-
Fabrication and Characterization of Piezoelectric Nanocomposite Films Based on Anionic Waterborne Polyurethane and Barium Titanate Nanoparticle
한국고분자학회 학술대회 연구논문 초록집
2022 .10
이 논문의 저자 정보
최근 본 자료
댓글(0)
0