Data-driven intelligent computational design for products: method, techniques, and applications

Yang Maolin,Jiang Pingyu,Zang Tianshuo,Liu Yuhao 한국CDE학회 2023 Journal of computational design and engineering Vol.10 No.4

Data-driven intelligent computational design (DICD) is a research hotspot that emerged under fast-developing artificial intelligence. It emphasizes utilizing deep learning algorithms to extract and represent the design features hidden in historical or fabricated design process data and then learn the combination and mapping patterns of these design features for design solution retrieval, generation, optimization, evaluation, etc. Due to its capability of automatically and efficiently generating design solutions and thus supporting human-in-the-loop intelligent and innovative design activities, DICD has drawn the attention of both academic and industrial fields. However, as an emerging research subject, many unexplored issues still limit the development and application of DICD, such as specific dataset building, engineering design-related feature engineering, systematic methods and techniques for DICD implementation in the entire product design process, etc. In this regard, a systematic and operable road map for DICD implementation from a full-process perspective is established, including a general workflow for DICD project planning, an overall framework for DICD project implementation, the common mechanisms and calculation principles during DICD, key enabling technologies for detailed DICD implementation, and three case scenarios of DICD application. The road map can help academic researchers to locate their specific research directions for the further development of DICD and provide operable guidance for the engineers in their specific DICD applications.

Polymer composite microspheres loading 177Lu radionuclide for Interventional Radioembolization therapy and Real-time SPECT imaging of Hepatic Cancer

Liu Xiao,Yuhao Li,Ruiman Geng,Lihong Chen,Peng Yang,Mingyu Li,Xia Luo,Yuchuan Yang,Lin Li,Huawei Cai 한국생체재료학회 2023 생체재료학회지 Vol.27 No.00

Background Transarterial radioembolization (TARE) with 90Y-labeled glass and resin microspheres is one of the primary treatment strategies for advanced-stage primary and metastatic hepatocellular carcinoma (HCC). However, difficulties of real-time monitoring post administration and embolic hypoxia influence treatment prognosis. In this study, we developed a new biodegradable polymer microsphere that can simultaneously load 177Lu and MgO nanoparticle, and evaluated the TARE therapeutic efficacy and biosafety of 177Lu-PDA-CS-MgO microspheres for HCC treatment. Methods Chitosan microspheres were synthesized through emulsification crosslink reaction and then conducted surface modification with polydopamine (PDA). The 177Lu and nano MgO were conjugated to microspheres using active chemical groups of PDA. The characteristics of radionuclide loading efficiency, biodegradability, blood compatibility, and anti-tumor effectwere evaluated both in vitro and in vivo. SPECT/CT imaging was performed to monitor bio-distribution and bio-stability of 177Lu-PDA-CS-MgO after TARE treatment. The survival duration of each rat was monitored. HE analysis, TUNEL analysis, immunohistochemical analysis, and western blot analysis were conducted to explore the anti-tumor effect and mechanism of composited microspheres. Body weight, liver function, blood routine examination were monitored at different time points to evaluate the bio-safety of microspheres. Results The composite 177Lu-PDA-CS-MgO microsphere indicated satisfactory degradability, biocompatibility, radionuclide loading efficiency and radiochemical stability in vitro. Cellular evaluation showed that 177Lu-PDA-CS-MgO had significant anti-tumor effect and blocked tumor cell cycles in S phase. Surgical TARE treatment with 177Lu-PDACS- MgO significantly prolonged the medial survival time from 49 d to 105 d, and effectively inhibited primary tumor growth and small metastases spreading. Moreover, these microspheres indicated ideal in vivo stability and allowed real-time SPECT/CT monitoring for up to 8 weeks. Immunostaining and immunoblotting results also confirmed that 177Lu-PDA-CS-MgO had potential in suppressing tumor invasion and angiogenesis, and improved embolic hypoxia in HCC tissues. Further evaluations of body weight, blood test, and pathological analysis indicated good biosafety of 177Lu-PDA-CS-MgO microspheres in vivo. Conclusion Our study demonstrated that 177Lu-PDA-CS-MgO microsphere hold great potential as interventional brachytherapy candidate for HCC therapy. Graphical Abstract Polymer composite microspheres loading 177Lu radionuclide and MgO nanoparticles for interventional radioembolization therapy and real-time SPECT imaging of hepatic cancer.

A Game Theory Based Interaction Strategy between Residential Users and an Electric Company

Wang, Jidong,Fang, Kaijie,Yang, Yuhao,Shi, Yingchen,Xu, Daoqiang,Zhao, Shuangshuang The Korean Institute of Electrical Engineers 2018 Journal of Electrical Engineering & Technology Vol.13 No.1

With the development of smart grid technology, it has become a hotspot to increase benefits of both residential users and electric power companies through demand response technology and interactive technology. In this paper, the game theory is introduced to the interaction between residential users and an electric company, making a mutually beneficial situation for the two. This paper solves the problem of electricity pricing and load shifting in the interactive behavior by building the game-theoretic process, proposing the interaction strategy and doing the optimization. In the simulation results, the residential users decrease their cost by 11% mainly through shifting the thermal loads and the electric company improves its benefits by 5.6% though electricity pricing. Simulation analysis verifies the validity of the proposed method and shows great revenue for the economy of both sides.

A Game Theory Based Interaction Strategy between Residential Users and an Electric Company

Jidong Wang,Kaijie Fang,Yuhao Yang,Yingchen Shi,Daoqiang Xu,Shuangshuang Zhao 대한전기학회 2018 Journal of Electrical Engineering & Technology Vol.13 No.1

With the development of smart grid technology, it has become a hotspot to increase benefits of both residential users and electric power companies through demand response technology and interactive technology. In this paper, the game theory is introduced to the interaction between residential users and an electric company, making a mutually beneficial situation for the two. This paper solves the problem of electricity pricing and load shifting in the interactive behavior by building the game-theoretic process, proposing the interaction strategy and doing the optimization. In the simulation results, the residential users decrease their cost by 11% mainly through shifting the thermal loads and the electric company improves its benefits by 5.6% though electricity pricing. Simulation analysis verifies the validity of the proposed method and shows great revenue for the economy of both sides.

Migrant Workers’ Choice of Participating in Public Health Insurance

Xiao Taixi,Li Yuhao,Yang Yi-fan 연세대학교 빈곤문제국제개발연구원 2011 Journal of Poverty Alleviation and International D Vol.2 No.2

The objective of this article is to understand the factors that may affect the attitudes of the migrant workers toward the issue of joining the health insurance system. Three hundred twenty-three migrant workers were sampled and surveyed; R 2.12.2 was used to analyze the data by exerting the logistic method. It was found that migrant workers from different areas of the industry have different attitudes with respect to the medical insurance system, while the family factor has significantly affected these attitudes. To fulfill the policy of providing medical insurance to migrant workers, both group and individual factors need to be considered.

우슈산타 운동 프로그램이 비만 남녀대학생의 심폐기능과 신체구성 및 기초체력에 미치는 영향

( Tianlong Duan ),채정룡,김형준,심영제,허궈지엔,( Shuai Li ),( Yuhao Yang ),( Hongying Du`xiaopeng Fang ) 한국체육학회 2015 전국체전기념 한국체육학회 학술발표회 Vol.2015 No.-