• Title/Summary/Keyword: Energy control model

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Energy Harvesting Framework for Mobile Sensor Networks with Remote Energy Stations (원격 에너지 저장소를 가진 이동 센서 네트워크를 위한 에너지 수확 체계)

  • Kim, Seong-Woo;Lee, Jong-Min;Kwon, Sun-Gak
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.12
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    • pp.1184-1191
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    • 2009
  • Energy harvesting from environment can make the energy constrained systems such as sensor networks to sustain their lifetimes. However, environmental energy is highly variable with time, location, and other factors. Unlike the existing solutions, we solved this problem by allowing the sensor nodes with mobilizer to move in search of energy and recharge from remote energy station. In this paper we present and analyze a new harvesting aware framework for mobile sensor networks with remote energy station. The framework consists of energy model, motion control system and data transfer protocol. Among them, the objective of our data transfer protocol is to route a data packet geographically towards the target region and at the same time balance the residual energy and the link connectivity on nodes with energy harvesting. Our results along with simulation can be used for further studies and provide certain guideline for realistic development of such systems.

A Study on Forced Vibration Tests on a Structure with Stud Type of Vibration Control Damper (스터드형 진동제어 강재댐퍼가 장착된 3층 강구조 골조의 강제진동실험에 관한 연구)

  • Lee, Seung-Jae
    • Journal of Korean Association for Spatial Structures
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    • v.6 no.2 s.20
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    • pp.115-121
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    • 2006
  • In recent years vibration control damper made of low yield point steel is expected to play an important role in controlling structural vibration induced earthquake and wind. But their dynamic characteristics and energy dissipation effects on the whole structure model are not clarified. In this paper, firstly, we presents the results of cyclic tests on low yield steel dampers. Secondly, forced vibration tests on existence three stories steel structure model with low yield point steel dampers are presented. Lastly, it is estimated energy amount which is dissipated through the hysteresis dampers by using two types of analytical models, hysteresis model and equivalent linear model.

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Dual-model Predictive Direct Power Control for Grid-connected Three-level Converter Systems

  • Hu, Bihua;Kang, Longyun;Feng, Teng;Wang, Shubiao;Cheng, Jiancai;Zhang, Zhi
    • Journal of Power Electronics
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    • v.18 no.5
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    • pp.1448-1457
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    • 2018
  • Many researchers devote themselves to develop model-predictive direct power control (MPDPC) so as to accelerate the response speed of the grid-connected systems, but they are troubled its large computing amount. On the basis of MPDPC, dual MPDPC (DMPDPC) is presented in this paper. The proposed algorithm divides the conventional MPDPC into two steps. In the first step, the optimal sector is obtained, which contains the optimal switching state in three-level converters. In the second step, the optimal switching state in the selected sector is searched to trace reference active and reactive power and balance neutral point voltage. Simulation and experiment results show that the proposed algorithm not only decreases the computational amount remarkably but also improves the steady-state performance. The dynamic response of the DMPDPC is as fast as that of the MPDPC.

Modeling and Energy Management Strategy in Energetic Macroscopic Representation for a Fuel Cell Hybrid Electric Vehicle

  • Dinh, To Xuan;Thuy, Le Khac;Tien, Nguyen Thanh;Dang, Tri Dung;Ho, Cong Minh;Truong, Hoai Vu Anh;Dao, Hoang Vu;Do, Tri Cuong;Ahn, Kyoung Kwan
    • Journal of Drive and Control
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    • v.16 no.2
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    • pp.80-90
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    • 2019
  • Fuel cell hybrid electric vehicle is an attractive solution to reduce pollutants, such as noise and carbon dioxide emission. This study presents an approach for energy management and control algorithm based on energetic macroscopic representation for a fuel cell hybrid electric vehicle that is powered by proton exchange membrane fuel cell, battery and supercapacitor. First, the detailed model of the fuel cell hybrid electric vehicle, including fuel cell, battery, supercapacitor, DC-DC converters and powertrain system, are built on the energetic macroscopic representation. Next, the power management strategy was applied to manage the energy among the three power sources. Moreover, the control scheme that was based on back-stepping sliding mode control and inversed-model control techniques were deduced. Simulation tests that used a worldwide harmonized light vehicle test procedure standard driving cycle showed the effectiveness of the proposed control method.

Active and Reactive Power Control Model of Superconducting Magnetic Energy Storage (SMES) for the Improvement of Power System Stability

  • Ham, Wan-Kyun;Hwang, Sung-Wook;Kim, Jung-Hoon
    • Journal of Electrical Engineering and Technology
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    • v.3 no.1
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    • pp.1-7
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    • 2008
  • Superconducting Magnetic Energy Storage (SMES) can inject or absorb real and reactive power to or from a power system at a very fast rate on a repetitive basis. These characteristics make the application of SMES ideal for transmission grid control and stability enhancement. The purpose of this paper is to introduce the SMES model and scheme to control the active and reactive power through the power electronic device. Furthermore, an optimal priority scheme is proposed for the combination of active and reactive power control to be able to stabilize power transient swings.

Historical Operation Characteristic Analysis of Energy Storage System for Governor Free using Simulink Model (Simulink 모델을 활용한 주파수추종용 ESS 운전 특성분석)

  • Cho, Sung-Min;Im, Ji-Hoon;Lee, Sung-Eun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.66 no.6
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    • pp.905-910
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    • 2017
  • As the development of BESS(Battery Energy Storage System), the application of BESS in load frequency control is considered as effective method. So, KEPCO(Korea Electric Power Corporation) have installed about 236MW ESS for GF(Govner Free) function from 2014. In this paper, we implemented Simulink Model for KEPCO GF ESS and analyzed one year historical operation data generated by Simulink model and actually measured frequency data. The operation results were divided into action for maintaining SOC and frequency. In addition, we also analyzed cycle life of GF ESS using two ESS cycle life model. We concluded the ESS cycle life models are not appropriate, because Most of the SOC swing in operation results are below 10%.

Development of a Prediction Model of Solar Irradiances Using LSTM for Use in Building Predictive Control (건물 예측 제어용 LSTM 기반 일사 예측 모델)

  • Jeon, Byung-Ki;Lee, Kyung-Ho;Kim, Eui-Jong
    • Journal of the Korean Solar Energy Society
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    • v.39 no.5
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    • pp.41-52
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    • 2019
  • The purpose of the work is to develop a simple solar irradiance prediction model using a deep learning method, the LSTM (long term short term memory). Other than existing prediction models, the proposed one uses only the cloudiness among the information forecasted from the national meterological forecast center. The future cloudiness is generally announced with four categories and for three-hour intervals. In this work, a daily irradiance pattern is used as an input vector to the LSTM together with that cloudiness information. The proposed model showed an error of 5% for learning and 30% for prediction. This level of error has lower influence on the load prediction in typical building cases.

Energy Model Based Direct Torque Control of Induction Motor Using IP Controllers

  • Mannan, Mohammad Abdul;Murata, Toshiaki;Tamura, Junji
    • Journal of international Conference on Electrical Machines and Systems
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    • v.1 no.4
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    • pp.405-411
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    • 2012
  • This paper deals with direct torque control of an induction motor (IM) with constant switching frequency. The desired torque is obtained from the speed controller which is designed using the IP controller. Decoupling control of torque and flux is developed based on the energy model of IM using the IP controller strategies. The desired d-axis and q-axis stator voltage components are obtained from the designed controller, which decouples torque and flux. The constant switching frequency can be applied using space-vector pulse width modulation, since the desired stator voltage can be known from the decoupling torque and flux controllers. In order to achieve stable operation of the proposed IP controllers, the gains of the controllers are chosen by setting the poles in negative (left) half of s-plane and by choosing the rising time for the response of the step function. The proposed controller was verified in simulations using Matlab/Simulink and results have proven excellent performance. It was found that the proposed IP controllers can provide excellent performance to track the desired torque and speed and to reject the disturbance of load.

New approaches of Indoor Environmental Control for Energy Saving-Adaptive Model (에너지절감을 도모하는 실내 온열환경 제어논리-Adaptive Model)

  • Song, Doo-Sam;Kato, Shinsuke
    • Proceedings of the SAREK Conference
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    • 2006.06a
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    • pp.838-846
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    • 2006
  • The purpose of this study to develop the air-conditioning system that adopts adaptive model as an indoor climate control logic for energy saving. The adaptive model using the ability of human thermal adaptation could be expected to alleviate the indoor set-point temperature compared with the past heat-balance model. Especially, in case of hybrid air-conditioning system coupled with natural ventilation and heating/cooling system, the adaptive model can be describe the thermal comfort of inhabitant who stay at hybrid system controlled buildings with accuracy. In this paper, the concept of adaptive model will be described and the results of a continuous measurement on the actual thermal experiences and behaviors of thermal adaptation for office worker will be reported.

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Fault Detection and Diagnosis Methods for Polymer Electrolyte Fuel Cell System (고분자전해질연료전지를 위한 고장 검출 및 진단 기술)

  • LEE, WON-YONG;PARK, GU-GON;SOHN, YOUNG-JUN;KIM, SEUNG-GON;KIM, MINJIN
    • Journal of Hydrogen and New Energy
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    • v.28 no.3
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    • pp.252-272
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    • 2017
  • Fuel cell systems have to satisfy acceptable operating reliability, sufficient lifetime and price to enter the market in competition with existing products. Fuel cells are made up of complex element technologies and various problems related to the failure of the components can affect the reliability and safety of the system. This problem can be overcome by introducing a monitoring and supervisory control system in addition to automatic control to detect the failure of the fuel cell quickly and properly diagnose the performance degradation. For the fault detection and diagnosis of polymer electrolyte fuel cells, the model based method using the theoretical superposition value and the non-model based method of checking the signal tendency or the converted signal characteristic can be applied. The methods analyzed in this paper can contribute to the development of integrated monitoring and control technology for the whole system as well as the stack.