• Journal of Digital Convergence
• /
• v.12 no.4
• /
• pp.277-283
• /
• 2014

Fuzzy modeling is generally using the given data and the fuzzy rules are established by the input variables and the space division by selecting the input variable and dividing the input space for each input variables. The premise part of the fuzzy rule is presented by selection of the input variables, the number of space division and membership functions and in this paper the consequent part of the fuzzy rule is identified by polynomial functions in the form of linear inference and modified quadratic. Parameter identification in the premise part devides input space Min-Max method using the minimum and maximum values of input data set and C-Means clustering algorithm forming input data into the hard clusters. The identification of the consequence parameters, namely polynomial coefficients, of each rule are carried out by the standard least square method. In this paper, membership function of the premise part is dividing input space by using trapezoid-type membership function and by using gas furnace process which is widely used in nonlinear process we evaluate the performance.

• Proceedings of the Korean Society of Precision Engineering Conference
• /
• 2003.10a
• /
• pp.232-232
• /
• 2003

• Proceedings of the Korea Technical Association of the Pulp and Paper Industry Conference
• /
• 2004.04a
• /
• pp.85-85
• /
• 2004

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.13 no.11
• /
• pp.5379-5388
• /
• 2012

In fuzzy modeling for nonlinear process, the fuzzy rules are typically formed by selection of the input variables, the number of space division and membership functions. The Generation of fuzzy rules for nonlinear processes have the problem that the number of fuzzy rules exponentially increases. To solve this problem, complex nonlinear process can be modeled by generating the fuzzy rules by means of fuzzy division of input space. Therefore, in this paper, rules of non-fuzzy inference systems are generated by partitioning the input space in the scatter form using HCM clustering algorithm. The premise parameters of the rules are determined by membership matrix by means of HCM clustering algorithm. The consequence part of the rules is represented in the form of polynomial functions and the consequence parameters of each rule are identified by the standard least-squares method. And lastly, we evaluate the performance and the nonlinear characteristics using the data widely used in nonlinear process. Through this experiment, we showed that high-dimensional nonlinear systems can be modeled by a very small number of rules.

• KIPS Transactions on Computer and Communication Systems
• /
• v.12 no.10
• /
• pp.299-308
• /
• 2023

As the spectrum shortage problem has accelerated by the emergence of various services, New Radio-Unlicensed (NR-U) has appeared, allowing users who communicated in licensed bands to communicate in unlicensed bands. However, NR-U network users reduce the performance of Wi-Fi network users who communicate in the same unlicensed band. In this paper, we aim to simultaneously maximize the fairness and throughput of the unlicensed band, where the NR-U network users and the WiFi network users coexist. First, we propose an optimal power allocation scheme based on Monte Carlo Policy Gradient of reinforcement learning to maximize the sum of rates of NR-U networks utilizing rate-splitting multiple access in unlicensed bands. Then, we propose a channel occupancy time division algorithm based on sequential Raiffa bargaining solution of game theory that can simultaneously maximize system throughput and fairness for the coexistence of NR-U and WiFi networks in the same unlicensed band. Simulation results show that the rate splitting multiple access shows better performance than the conventional multiple access technology by comparing the sum-rate when the result value is finally converged under the same transmission power. In addition, we compare the data transfer amount and fairness of NR-U network users, WiFi network users, and total system, and prove that the channel occupancy time division algorithm based on sequential Raiffa bargaining solution of this paper satisfies throughput and fairness at the same time than other algorithms.

• Transactions of the Korean Society of Mechanical Engineers B
• /
• v.39 no.3
• /
• pp.253-260
• /
• 2015

Particle contamination in a cleanroom is very complex with a complicated process and several pieces of spreading equipment. Detailed information on the locations of the contamination sources and the path of the contamination is needed for economical and efficient control of the contaminant particles in such a cleanroom. An allocation method was developed to quantitatively predict the contamination generated from the pollution sources. In this paper, we propose a zoning method to accelerate the computation time for estimating the contributions. Our results showed that we can quantitatively estimate the amount of contamination generated from pollution sources.

• Proceedings of the Korean Society of Precision Engineering Conference
• /
• 1992.10a
• /
• pp.63-67
• /
• 1992

본 논문은 프레스나 해머로 생산되는 리브/웨브 형태를 갖는 축대칭 부품에 대한 블로커설계 자동화시스템의 개발에 관하여 설명한 다. 플레시를 갖는 밀폐형단조 공정에서 블로커 형상의 설계는 매우 중요하다. 일반적으로 단조공정에서 부품의 형상은 대부분 3차 원 형상이다. 그러나 복잡한 3차원 형상의 부품을 그대로 고려하여 설계한다는 것은 어려움이 많고 실용적이지도 못하다. 따라서 블로커를 설계할 때 부품을 단면으로 도려함으로서 설계작업을 단순화시킬 수 있다. 본 논문에서는 축대칭 형태의 부품만을 고려하였다. 한 부품단면은 리브나 웨브와 같은 부분단면들로 분할할 수 있으며, 이 부분단면들에 대하여 설계규칙과 데이타베이스를 적용함으로서 블로커형상을 설계할 수 있다. 부품단면의 형상을 분할하여 시스템 내에 인식시키기 위하여 단면을 도면요소표현, 좌표 및 반경표현 그리고 속성표현으로 나타냈으며 여기에 단면의 도면요소표현은 부품의 체적, 단면적, 원주길이 및 반단면의 질량중심을 계산하는데 쉽게 이용될 수 있다. 그리고 좌표 및 반경표현은 경사각, 코너반경과 필렛반경을 수정하는데 그리고 속성표현은 리브와 웨브의 형태와 특성을 고려하여 블로커를 설계하는데 이용될 수 있다.

• Proceedings of the Korean Information Science Society Conference
• /
• 2001.10c
• /
• pp.412-414
• /
• 2001

본 논문은 초고속통신망에서 멀티캐스트 스위칭에서 발생될 수 있는 오버플로우 문제와 블로킹 문제를 보다 효율적으로 해결하고, 공정하게 입력포트에 접근함으로 작은 fanout에 대한 불공정성을 해결하기 위한 멀티캐스트 스위치를 제안하고자 한다. 제안된 스위치는 셀 분할(cell pre-splitting)과 공유된 버퍼, Group Spliiting, 그리고 그룹분할망으로 구성되어지며, 큰 fanout에 대한 작은 fanout을 가진 입력포트에 도착한 패킷의 불공정한 대우를 해결하여 시스템 전체 지연 시간을 줄여 산출량을 극대화할 수 있다.

• Proceedings of the Korea Society for Energy Engineering kosee Conference
• /
• 2010.04a
• /
• pp.177-177
• /
• 2010

• Proceedings of the Korean Society of Precision Engineering Conference
• /
• 2010.11a
• /
• pp.471-472
• /
• 2010