• Journal of Digital Contents Society
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• v.16 no.2
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• pp.317-324
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• 2015

In this paper, we analyze the optimum moving speed of taxi for maximum revenue. In the analysis, we vary taxi speed from 5km/h through 80km/h to see how revenue of a taxi varies applying the practical gas mileage of LPG taxi and taxi fare system in Korea. From the results of the analysis, we see that the probability that a taxi meets passengers goes high as taxi speed gets fast, however the fuel cost also goes up. We also obtain the optimum speed for the maximum revenue according to passenger distribution while varing moving speed.

• Proceedings of the Korea Water Resources Association Conference
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• 2009.05a
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• pp.276-281
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• 2009

장거리 용수공급 시스템에서 전력비용은 전체 운영비용의 큰 부분을 차지한다. 본 연구는 시간단위의 펌프와 배수지 시스템의 최적 운영계획을 수립하기 위해 동적계획기법에 기초한 방법론을 제시하고 있다. 해석방법은 가용 가능한 펌프의 효율적 운전과 전력요금체계, 시간대별 용수수요추이 그리고 배수지 특성과 송수관로의 제약조건 등을 고려하였다. 이를 위해 적용 가능한 시스템 운영목적과 제약조건이 제시되었고 개발된 방법은 수도권 광역상수도 양주계통의 2개 가압장과 5개 배수지를 대상으로 적용되었으며, 적용결과는 상당한 수준의 펌프운전비용을 절감할 수 있는 것으로 나타났다. 이와 같은 방법은 생애주기 비용 최소화 측면에서 실제 용수공급 시설 운영과 대규모 용수공급 체계의 설계 등에 적용이 가능하다.

• Journal of IKEEE
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• v.23 no.3
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• pp.1027-1032
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• 2019

In this paper, we had developed an algorithm that can cope with all the economic variables that may occur in the operation of PV-ESS system by developing the algorithm for the operation method of PV-ESS connected system. Based on this, the optimal operation schedule of PV-ESS was decided to minimize the electric charges of customers. Through this, we developed a three-dimensional dynamic planning method based on case generation to determine the optimal PV-ESS operation schedule stably even when exogenous variables change.

• Proceedings of the KIEE Conference
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• 2007.07a
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• pp.830-831
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• 2007

부하의 가격에 대한 높은 반응성(price-responsiveness)과 이를 이끌어 낼 수 있는 적절한 수요관리(demand response) 정책은 구조 개편된 전력 시장에서 가격 변동성 및 설비에 대한 투자 부족 문제를 효과적으로 해결하는 데 필수적이라는 데에는 많은 연구자들이 동의하고 있다. 그럼에도 불구하고, 특히 전력 사용을 미리 계획하지 않는 소규모 소비자들의 경우, 전력 소비가 본질적으로 매우 탄력적이지 못하므로(inelastic) 가격에 민감한 부하를 이끌어 내기 위한 수요관리 정책은 신중하게 세워져야 한다. 본 논문은 최종 소비자에게 전력을 제공하면서 critical peak pricing(CPP)를 동적으로 관리하고 이러한 수요관리에 대한 인센티브를 가진 개체를 도입함으로써 가격에 민감한 부하를 이끌어 내는 수요 반응의 접근법을 제시할 것이다. 가격에 민감한 부하 및 수요 반응 정책의 문제는 정책적, 경제적, 기술적 측면에서 검토되어야 하는 바이나, 본 논문에서는 기술적 측면 및 경제적인 인센티브의 수식화에 초점을 맞추었다. 정책에 인센티브를 가진 개체의 이윤 방정식을 세움으로써 문제를 정식화하였으며, 문제의 최적 해를 구하기 위해 예측 가격을 바탕으로 backward dynamic programming을 통한 swing option 평가 기법을 사용하여 최적의 수요관리 시점을 구해야 함을 제안하는 바이다.

• Proceedings of the Korea Information Processing Society Conference
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• 2010.04a
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• pp.615-618
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• 2010

본 논문은 900MHz 대역의 RFID를 이용하여 고속도로 자동 요금징수 시스템을 개발하고, 차량에 부착한 태그를 RFID 리더가 인식하는 효율을 높이기 위하여 최적의 태그부착위치와 안테나 설치위치에 대하여 연구하고 속도에 따른 인식률을 연구 하였다. 연구결과 RFID 리더의 높이는 170cm일 때 지표면과의 각도 $80^{\circ}$와 차량 진행 방향과 RFID 리더의 안테나 면과의 각도 $90^{\circ}$일 때 최적의 RFID 리더 설치 위치를 나타냈고, 태그의 위치는 차량 전면 유리 운전석 쪽 아래 모서리에서부터 가로 10cm와 세로 10cm에서 가장 좋게 나타났다. 차량과 RFID 리더간의 거리에 따른 차량의 속도별에 의한 인식률은 차량과 RFID 리더간의 수평 거리가 25cm 이하일 때 30km/h에서 80km/h까지 모든 경우에 100%의 인식률을 보임으로써 빠른 속도로 톨게이트를 통과하여도 충분히 인식할 수 있을 것으로 나타났다.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.29 no.10B
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• pp.866-879
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• 2004

This paper presents a pricing model for maximizing a service provider's profit, taking into account consumers' quality-of-service dependent willingness to pay, in integrated voice/data mobile services. For the voice and the data services, time-sensitive pricing and volume-sensitive pricing mechanism will be applied, respectively, as in the case of Korea's mobile service market. Assuming that consumers are very sensitive to call interruption during handoff moments, the model presented here considers reserving guard channels exclusively for handoff traffic, in the process of frequency channels allocation, as well as guaranteeing consumers quality of service regarding call interruption rate. Ultimately, this model proposes a means to guarantee the quality of service in the short term, through pricing strategies as well as channel allocation policies, and the simulation results show that without expanding system resources, there exists a trade-off between profit and quality-of-service guarantee.

• Proceedings of the Korea Contents Association Conference
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• 2008.05a
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• pp.112-115
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• 2008

Recently, In Korea Electric power Corporation guarantee free using, which separate a class of electric supply with a group of generates electricity and supply, so a market price is decided by demand and supply that take part in a tender. In this treatise predict about demand of power by abstracting a pattern cause it (temperature and economic growth). Also it proposes market price of the best electricity power generation with predicted data that is made database and is showed by Web. The proposed system is increased satisfaction of consumer through smoothness of power supply and demand that rises competitiveness through exactly estimated demand at power supply and demand and supply market will open the future. Moreover consumers can reduce expenses of basic charge. Because they beforehand predict and analyze a mount of power spending with former times so a provider concludes the lowest price and reduction effect of basic charge that needed producing of power.

• KIPS Transactions on Computer and Communication Systems
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• v.8 no.7
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• pp.167-176
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• 2019

Recently, as the types of services that can be enjoyed in mobile telecommunication networks such as social networks and video streaming are increasing, mobile users(MUs) can access mobile contents easily by consuming mobile data. However, under a mobile telecommunication environment, MUs have to pay a high data fee to a network service provider(SP) in order to enjoy contents. The 'data sponsor' technique, introduced as a way to solve this problem, has attracted attention as a breakthrough method for enhancing contents accessibility of MUs. In this paper, we propose an algorithm that determines the optimal discount rate through the Stackelberg game in the data sponsor environment. We also propose an algorithm to design edge caching, which caches highly popular content for MUs on edge server, through many-to-many matching game. Simulation results clearly indicate that the profit for CP's content consumption is improved by about 6~11%, and the profit of CP according to the ratio of edge caching is improved by about 12% than the other existing schemes under data sponsor environment.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.24 no.7
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• pp.827-833
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• 2020

In this paper, to reduce the unpaid rate of local governments, the internal data elements affecting the arrears in Water-INFOS are searched through interviews with meter readers in certain local governments. Candidate data affecting arrears from national statistical data were derived. The influence of the independent variable on the dependent variable was sampled by examining the disorder of the dependent variable in the data set called information gain. We also evaluated the higher prediction rates of decision tree and logistic regression using n-fold cross-validation. The results confirmed that the decision tree can find more accurate customer payment patterns than logistic regression. In the process of developing an analysis algorithm model using machine learning, the optimal values of two environmental variables, the minimum number of data and the maximum purity, which directly affect the complexity and accuracy of the decision tree, are derived to improve the accuracy of the algorithm.

• Proceedings of the KIEE Conference
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• 1990.11a
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• pp.197-201
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• 1990

Under the electricity spot pricing, a customer can maximize its profit by adjusting its production schedule. This paper discusses the optimal response of process type customer to the spot pricing. A fast optimization algorithm is proposed. A case study reveals the potential benefits of customer under the electricity spot pricing.