• Title/Summary/Keyword: ESS system

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A Study On Operation Characteristic Of Recloser with Energy Storage System (ESS를 고려한 재폐로 차단기의 동작 특성에 관한 연구)

  • Jung, Ho-Chul;Rhee, Sang-Bong;Seo, Hun-Chul;Kim, Soo-Bae
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.599-600
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    • 2015
  • This paper presents study of recloser operation in distribution system with Energy Storage System(ESS). However, interconnecting of ESS influence power flow and increasing/decreasing of fault current. Recloser provides stability of system and improves power transmitting ability by reclosing in fault current. The single-line to ground fault current simulated by Electromagnetic Transients Program (EMTP). The simulation is implemented for the three different situations about by using EMTP MODELS.

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Settlement Comparison for Frequency Regulation ESS in Eletricity Markets (해외 주파수조정용 ESS에 관한 정산방식 비교분석)

  • Lee, Eun-Jeong;Kim, Jin-Ho;Lee, Jae-Hee
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.463-464
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    • 2015
  • 발전소마다 발전기의 효율이 달라서 출력을 조정할 때 발전소의 효율이 나빠지거나 발전기기의 고장률이 높아진다는 문제점을 가지고 있고 주파수 제어가 불가능한 신재생에너지자원이 증가하면서 주파수제어문제가 화두가 되고 있다. 이로 인해 주파수조정용 ESS(Energy Storage System: 에너지저장장치)의 필요성에 의견이 실리고 있다. 이미 주파수조정용 ESS는 미국의 여러 ISO(Integrated System Operator: 전력계통운영자)와 RTO에서 활용하고 있고 얼마 전 2015년 4월 송전사업자(한전)가 전력의 안정적 공급을 위해 ESS를 활용하여 주파수조정(F/R)에 참여를 할 수 있도록 하는 '전력시장운영규칙'을 개정하였다. 또한 정부가 신산업 육성을 위해 이와 관련한 제도를 정비해 나가려고 하고 있다. 이미 미국에서의 적용된 사례를 조사하여 국내에 주파수조정용 ESS를 적용하여 정산 시 고려할 사항을 알아보고자한다.

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Experimental Evaluation of an Energy Storage Device with High Rotaional Speed (에너지 저장용 고속회전기의 실험적 평가)

  • Lee, Jun-Ho
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2014.10a
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    • pp.193-196
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    • 2014
  • Experimantal evaluation of an energy storage device with high rotational speed to store regenerative energy which might be generated during the braking period of the trains is presented. The proposed ESS is small scale model and has 5kW output power, high rotational speed. In general railway trains generate regenerative energy for 10-20 sec when the train brakes and also high traction energy is needed for very short moment (10 sec) when the train increases the traction force. Considering such characteristics of the railway system energy storage device for the railway should have very fast response property. Among the various energy storage devices flywheel energy storage system has the fastest response property, which means that flywheel ESS is the most suitable for the railway system.

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Increasing Effect Analysis of the Wind Power Limit Using Energy Storage System in Jeju-Korea (에너지저장장치를 이용한 제주지역 풍력발전 한계용량 증대효과 분석)

  • Kim, Yeong-Hwan;Kim, Se-Ho
    • Journal of the Korean Solar Energy Society
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    • v.34 no.1
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    • pp.81-90
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    • 2014
  • The Jeju-Korea power system is a small-sized network with a system demand ranging from a autumn minimum of 350MW to a summer peak of 716MW. Because Jeju island is well exposed to north-east winds with high speed, applications to connect to Jeju power system are flooded. Considering physical/environmental constraints, Jeju Self-governing Province has also target for the wind power capacity of 1,350MW by 2020. It amounts to two or three times of Jeju average-demand power and wind power limit capacity announced by Korea Power Exchange (KPX) company. Wind farm connection agreements will be signed to maximize utilization of wind resource. In spite of submarine cable HVDC connected to Korea mainland, Jeju power system is independently operated by frequency and reserve control. This study reevaluates wind power limit based on the KPX criteria from 2016 to 2020. First of all wind power generation limit are affected by off-peak demand in Jeju power system. Also the possibility capacity rate of charging wind power output is evaluated by using energy storage system (ESS). As a result, in case of using 110MWh ESS, wind power limit increases 33~55MW(30~50% of ESS), wind power constraint energy decreases from 68,539MWh to 50,301MWh and wind farm capacity factor increases from 25.9 to 26.1% in 2020.

Comparison of the Machine Learning Models Predicting Lithium-ion Battery Capacity for Remaining Useful Life Estimation (리튬이온 배터리 수명추정을 위한 용량예측 머신러닝 모델의 성능 비교)

  • Yoo, Sangwoo;Shin, Yongbeom;Shin, Dongil
    • Journal of the Korean Institute of Gas
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    • v.24 no.6
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    • pp.91-97
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    • 2020
  • Lithium-ion batteries (LIBs) have a longer lifespan, higher energy density, and lower self-discharge rates than other batteries, therefore, they are preferred as an Energy Storage System (ESS). However, during years 2017-2019, 28 ESS fire accidents occurred in Korea, and accurate capacity estimation of LIB is essential to ensure safety and reliability during operations. In this study, data-driven modeling that predicts capacity changes according to the charging cycle of LIB was conducted, and developed models were compared their performance for the selection of the optimal machine learning model, which includes the Decision Tree, Ensemble Learning Method, Support Vector Regression, and Gaussian Process Regression (GPR). For model training, lithium battery test data provided by NASA was used, and GPR showed the best prediction performance. Based on this study, we will develop an enhanced LIB capacity prediction and remaining useful life estimation model through additional data training, and improve the performance of anomaly detection and monitoring during operations, enabling safe and stable ESS operations.

A Study on Estimation Method for Optimal Composition Rate of Hybrid ESS Using Lead-acid and Lithium-ion Batteries (연축전지와 리튬이온전지용 하이브리드 ESS의 최적구성방안에 관한 연구)

  • Park, Soo-Young;Ryu, Sang-Won;Park, Jae-Bum;Kim, Byung-Ki;Kim, Mi-Young;Rho, Dae-Seok
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.65 no.6
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    • pp.962-968
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    • 2016
  • The large scaled lead-acid battery is widely used for efficient operation of the photovoltaic system in many islands. However, lithium-ion battery is now being introduced to mitigate the fluctuation of wind power and to replace lead-acid battery. Therefore, hybrid ESS(Energy Storage system) that combines lithium-ion battery with lead-acid battery is being required because lithium-ion battery is costly in present stage. Under this circumstance, this paper presents the optimal algorithm to create composition rate of hybrid ESS by considering fixed and variable costs in order to maximize advantage of each battery. With minimization of total cost including fixed and variable costs, the optimal composition rate can be calculated based on the various scenarios such as load variation, life cycle and cost trend. From simulation results, it is confirmed that the proposed algorithms are an effective tool to produce a optimal composition rate.

A Study on Optimal Configuration Method of Hybrid ESS using Lead-acid and Lithium-ion Batteries for Supply of Variation Loads (변동부하 공급을 위한 하이브리드 ESS의 연축전지와 리튬이온전지의 최적구성방안에 관한 연구)

  • Rho, Dea-seok;Choi, Seong-sik;Lee, Hu-dong;Chang, Byunh-hoon;Kim, Su-yeol
    • KEPCO Journal on Electric Power and Energy
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    • v.2 no.1
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    • pp.49-54
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    • 2016
  • The large scaled lead-acid battery is widely used for efficient operation of the photovoltaic system in many islands. However, lithium-ion battery is now being introduced to mitigate the fluctuation of wind power and to replace lead-acid battery. Therefore, hybrid ESS (Energy Storage system) that combines lithium-ion battery with lead-acid battery is being required because lithium-ion battery is costly in present stage. Under this circumstance, this paper presents the optimal algorithm to create composition rate of hybrid ESS by considering fixed and variable costs in order to maximize advantage of each battery. With minimization of total cost including fixed and variable costs, the optimal composition rate can be calculated based on the various scenarios such as load variation, life cycle and cost trend. From simulation results, it is confirmed that the proposed algorithms are an effective tool to produce a optimal composition rate.

A Study on Characteristic of Hybrid PCS for Solar Power Generation Considering on a Residential Lithium Battery ESS. (가정용 리튬배터리 ESS를 고려한 태양광 발전 하이브리드 PCS 특성에 관한 연구)

  • Hwang, Lark-Hoon;Na, Seung-kwon;Choi, Byung-Sang
    • Journal of Advanced Navigation Technology
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    • v.26 no.1
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    • pp.35-45
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    • 2022
  • In this paper, we modeled the devices used easily in PV system circuits. In addition, for full operation of the photovoltaic system, a complete operation system for the DC-DC buck-boost converter and the MPPT control system was modeled and simulated to confirm good operation. we were constructed an actual system with the same conditions in the simulation and experimented. The purpose is to confirm the stable power supply through the load leveling by presenting the PCS considering ESS of photovoltaic power generation. we will do study to apply hybrid capacitors that have high energy density to the same size compared to the EDLC to DVR. As a result, we proposed a single-phase 3 kW grid-connected solar power converter.

The bidirectional DC module type PCS design for the System Inter Connection PV-ESS of Secure to Expandability (계통 연계 PV-ESS 확장성 확보를 위한 병렬 DC-모듈형 PCS 설계)

  • Hwang, Lark-Hoon;Na, Seung-Kwon;Choi, Byung-Sang
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.14 no.1
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    • pp.56-69
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    • 2021
  • In this paper, the PV system with a link to the commercial system needs some advantages like small capacity, high power factor, high reliability, low harmonic output, maximum power operation of solar cell, and low cost, etc. as well as the properties of inverter. To transfer the PV energy of photovoltaic power generation system to the system and load, it requires PCS in both directions. The purpose of this paper is to confirm the stable power supply through the load leveling by presenting the PCS considering ESS of photovoltaic power generation. In order to achieve these purpose, 5 step process of operation mode algorithm were used according to the solar insolation amount and load capacity and the controller for charging/ discharging control was designed. For bidirectional and effective energy transfer, the bidirectional converter and battery at DC-link stage were connected and the DC-link voltage and inverter output voltage through the interactive inverter were controlled. In order to prove the validity of the suggested system, the simulation using PSIM was performed and were reviewed for its validity and stability. The 3[kW] PCS was manufactured and its test was conducted in order to check this situation. In addition, the system characteristics suggested through the test results was verified and the PCS system presented in this study was excellent and stronger than that of before system.