• Title/Summary/Keyword: Heating cooling load

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TAR(Threshold Autoregressive) Model for Short-Term Load Forecasting Using Nonlinearity of Temperature and Load (온도와 부하의 비선형성을 이용한 단기부하예측에서의 TAR(Threshold Autoregressive) 모델)

  • Lee, Gyeong-Hun;Lee, Yun-Ho;Kim, Jin-O
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.50 no.9
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    • pp.309-405
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    • 2001
  • This paper proposes TAR(Threshold Autoregressive) model for short-term load forecasting including temperature variable. In the scatter diagram of daily peak load versus daily high or low temperature, we can find out that the load-temperature relationship has a negative slope in the lower regime and a positive slope in the upper regime due to the heating and cooling load, respectively. TAR model is adequate for analyzing these phenomena since TAR model is a piecewise linear autoregressive model. In this paper, we estimated and forecasted one day-ahead daily peak load by applying TAR model using this load-temperature characteristic in these regimes. The results are compared with those of linear and quadratic regression models.

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The Decrease of Return Temperature by Improvement of the Consumer's Control System in District Heating (지역난방 열사용시설 자동제어시스템 개선을 통한 회수온도 저감 연구)

  • Ha, Seung-Kyu;Kim, Youn-Hong;Lee, Hoon
    • Proceedings of the SAREK Conference
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    • 2006.06a
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    • pp.245-251
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    • 2006
  • The main idea of this study is to turn attention on the question of good cooling ability of customer substations in large district heating networks. The main reason for that is based on our experience that the optimization of district heating very often is directed toward production, whereas questions of optimal distribution are neglected if only the necessary load can be supplied and the customer's request for comfort is met. Our view is that low return temperature(operational temperature differences, ${\Delta}T$) in district heating systems is an Important feature for efficient net operation and gives both economic and operational benefits to the district heating supplier Furthermore, it is as well a prerequisite for meeting the customers demand for reliable supply of the heat load. However, in many practical cases we have seen that district heating return temperatures are higher than necessary. Hence, the aim of the study is to propose and verify a method for detection of the most critical consumers of the net and to identify the reasons for resulting high return temperature. From the results, temperature control system is presented as one of the most important reason of high return temperature in DH networks.

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Dynamic Simulation of a Hybrid Cooling System utilizing Heat Pump, Desiccant and Evaporative Cooler (열펌프, 데시칸트 및 증발식 냉각기를 조합한 하이브리드 냉방 시스템의 동특성 해석 연구)

  • Seo, Jung-Nam;Kim, Young-Il;Chung, Kwang-Seop
    • Journal of the Korean Society for Geothermal and Hydrothermal Energy
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    • v.7 no.1
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    • pp.45-50
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    • 2011
  • Hybrid desiccant cooling system(HDCS) consists of desiccant rotor, regenerative evaporative cooler, heat pump and district heating hot water coil. In this study, TRNSYS and EES, dynamic and steady simulation programs were used for studying hybrid desiccant cooling system which is applied to an apartment house from June to August. The results show that power consumption of the hybrid desiccant cooling system is 70 kWh in June, 199 kWh in July and 241 kWh in August. Sensible and latent heats removed by the hybrid desiccant cooling system are 300 kWh, 301 kWh in June, 610 kWh, 858 kWh in July and 719 kWh, 1010 kWh in August. COP of the hybrid desiccant cooling system is 8.6 in June, 7.4 in July and 7.2 in August. COP of the hybrid desiccant cooling system decreases when latent heat load increases. Operation time of the system is 70 hours in June, 190 hours in July and 229 hours in August. Since the cooling load is largest in August, the operation time of August is longest for maintaining the indoor temperature at $26^{\circ}C$. Due to the characteristics of hybrid desiccant cooling system for efficiently handling both sensible and latent loads, this system can handle sensible and latent heat loads efficiently in summer.

Energy Saving Effect of ERV(Energy Recovery ventilator) with Economizer Control in Residential Building (Economizer cycle control을 채용한 전열교환시스템의 에너지 절감효과 분석 -국내 공동주택을 대상으로-)

  • Park, Jae-Hyung;Kim, Joo-Wook;Song, Doo-Sam;Yoon, Ho-Young;Kim, Sung-Woo
    • Proceedings of the SAREK Conference
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    • 2009.06a
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    • pp.679-684
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    • 2009
  • ERV system has installed in almost newly constructed residential building in Korea. Heat recovery features of ERV can be possible to decrease the heating and cooling load caused by ventilation. However, in case of the outdoor condition is favorable to control the indoor air, the heat recovery function of ERV does more harm than good in term of cooling load. In this study, the ERV with economizer cycle control for residential building is suggested and the performance of the suggested system will be analyzed using TRNSYS.

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Evaluation of Energy Loads for Broiler-Standard Design Models Using a Building Energy Simulation Method (건물에너지시뮬레이션 기법을 이용한 육계사 표준설계모델의 에너지 부하 산출)

  • Kwon, Kyeong-seok;Yang, Ka-young;Kim, Jong-bok;Jang, Dong-hwa;Ha, Taehwan;Jeon, So-ra
    • Journal of The Korean Society of Agricultural Engineers
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    • v.65 no.1
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    • pp.27-39
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    • 2023
  • This study was to quantitatively evaluate periodic and maximum energy loads for broiler-standard design models by the Ministry of Agriculture, Food and Rural Affairs (2016). Building energy simulation method was used to compute heating and cooling loads of the designed broiler houses according to regional locations and insulation characteristics of wall and roof. It considered sensible and latent heat generation from broilers, dynamic operation of ventilation system according to environment variations. It was found that variation of periodic heating loads was relatively higher than that of periodic cooling loads according to thickness changes of wall and roof. Assuming that broiler was raised at every even-month, periodic heating and cooling loads were 6 and 18% lower, respectively than odd-month raising condition. When recommendation rules of insulation characteristics (wall and roof thickness) by the Ministry of Land, Infrastructure and Transport was adopted, periodic heating load of Jeju-si was 20.3% higher than national average values. Based on the BES computed periodic and maximum energy loads under the designed experimental condition, these results can contribute to reestablishing standard design of broiler houses, especially for insulation characteristics, and designing management strategies for efficient energy uses.

Analysis of Building Energy using Meteorological Numerical Simulation Data over Busan Metropolitan Areas (부산지역에서의 기상 수치모의 자료를 이용한 건축물 에너지 분석)

  • Lee, Kwi-Ok;Kim, Min-Jun;Lee, Kang-Yeol;Kang, Dong-Bae;Park, Chang-Hyoun;Lee, Hwa-Woon;Jung, Woo-Sik
    • Journal of Environmental Science International
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    • v.23 no.3
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    • pp.503-510
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    • 2014
  • To estimate the benefit of high-resolution meteorological data for building energy estimation, a building energy analysis has been conducted over Busan metropolitan areas. The heating and cooling load has been calculated at seven observational sites by using temperature, wind and relative humidity data provided by WRF model combined with the inner building data produced by American Society of Heating Refrigeration and Air-conditioning Engineers (ASHRAE). The building energy shows differences 2-3% in winter and 10-30% in summer depending on locations. This result implicates that high spatiotemporal resolution of meteorological model data is significantly important for building energy analysis.

Comparison of transition temperature range and phase transformation behavior of nickel-titanium wires (니켈-타이타늄 호선의 상전이 온도 범위와 상전이 행동 비교)

  • Lee, Yu-Hyun;Lim, Bum-Soon;Lee, Yong-Keun;Kim, Cheol-We;Baek, Seung-Hak
    • The korean journal of orthodontics
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    • v.40 no.1
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    • pp.40-49
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    • 2010
  • Objective: The aim of this research was to evaluate the mechanical properties (MP) and degree of the phase transformation (PT) of martensitic (M-NiTi), austenitic (A-NiTi) and thermodynamic nickel-titanium wire (T-NiTi). Methods: The samples consisted of $0.016\;{\times}\;0.022$ inch M-NiTi (Nitinol Classic, NC), A-NiTi (Optimalloy, OPTI) and T-NiTi (Neo-Sentalloy, NEO). Differential scanning calorimetry (DSC), three-point bending test, X-ray diffraction (XRD), and microstructure examination were used. Statistical evaluation was undertaken using ANOVA test. Results: In DSC analysis, OPTI and NEO showed two peaks in the heating curves and one peak in the cooling curves. However, NC revealed one single broad and weak peak in the heating and cooling curves. Austenite finishing ($A_f$) temperatures were $19.7^{\circ}C$ for OPTI, $24.6^{\circ}C$ for NEO and $52.4^{\circ}C$ for NC. In the three-point bending test, residual deflection was observed for NC, OPTI and NEO. The load ranges of NC and OPTI were broader and higher than NEO. XRD and microstructure analyses showed that OPTI and NEO had a mixture of martensite and austenite at temperatures below Martensite finishing ($M_f$). NEO and OPTI showed improved MP and PT behavior than NC. Conclusions: The mechanical and thermal behaviors of NiTi wire cannot be completely explained by the expected degree of PT because of complicated martensite variants and independent PT induced by heat and stress.

Experimental Study on the Thermal Performance of a Loop-Type Bidirectional Thermo-Diode System (루프형 양방향 열 다이오드 시스템의 열 성능에 관한 실험적 연구)

  • Chun, Won-Gee;Kim, Sin
    • Solar Energy
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    • v.18 no.2
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    • pp.105-113
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    • 1998
  • In general, the thermo-diode is a device designed to allow heat to be transferred only in one direction. However, the bidirectional thermo-diode devised to change the heat flow in the desired direction can be used for the reduction of the heating load in winter as well as the cooling load in summer. In this study, a solar heating system using loop-type bidirectional thermo-diodes is designed and set up, also it is successfully applied to an outdoor test cell for the verification of its usefulness.

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Introduction of TAR(Threshold Autoregressive) Model for Short-Term Load Forecasting including Temperature Variable (온도를 변수로 갖는 단기부하예측에서의 TAR(Threshold Autoregressive) 모델 도입)

  • Lee, Kyung-Hun;Lee, Yun-Ho;Kim, Jin-O
    • Proceedings of the KIEE Conference
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    • 2000.11a
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    • pp.184-186
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    • 2000
  • This paper proposes the introduction of TAR(Threshold Autoregressive) model for short-term load forecasting including temperature variable. TAR model is a piecewise linear autoregressive model. In the scatter diagram of daily peak load versus daily maximum or minimum temperature, we can find out that the load-temperature relationship has a negative slope in lower regime and a positive slope in upper regime due to the heating and cooling load, respectively. In this paper, daily peak load was forecasted by applying TAR model using this load-temperature characteristic in these regimes. The results are compared with those of linear and quadratic regression models.

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Numerical Analysis of Thermal Effect on Axial Load and Pile Settlements in PHC Energy Piles (PHC 에너지파일의 열응력에 따른 축하중-침하 수치해석)

  • Lee, Dae-Soo;Min, Hye-Sun;Lim, Hyun-Sung;Jeong, Sang-Seom
    • Journal of the Korean Geotechnical Society
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    • v.29 no.5
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    • pp.5-17
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    • 2013
  • This study investigates the effect of thermal stress on axial load and pile settlement of PHC energy piles. A series of numerical analyses were performed by controlling major influencing parameters such as pile arrangement, pile spacing, end-bearing condition, soil condition and pile cap stiffness. It is found that the characteristics of pile-load transfer are significantly affected by seasonal operation mode (i.e., cooling and heating) throughout the year. Also, the axial load under thermal loading increases with increasing the pile spacing. The settlement of the pile in sand is larger than that in clay because of the thermal stress generated. It is also found that thermal stress highly influences on the end-bearing pile, corner pile and rigidity of pile cap.