• 제목/요약/키워드: Module Plants

검색결과 154건 처리시간 0.026초

Automatic Detection of Malfunctioning Photovoltaic Modules Using Unmanned Aerial Vehicle Thermal Infrared Images

  • Kim, Dusik;Youn, Junhee;Kim, Changyoon
    • 한국측량학회지
    • /
    • 제34권6호
    • /
    • pp.619-627
    • /
    • 2016
  • Cells of a PV (photovoltaic) module can suffer defects due to various causes resulting in a loss of power output. As a malfunctioning cell has a higher temperature than adjacent normal cells, it can be easily detected with a thermal infrared sensor. A conventional method of PV cell inspection is to use a hand-held infrared sensor for visual inspection. The main disadvantages of this method, when applied to a large-scale PV power plant, are that it is time-consuming and costly. This paper presents an algorithm for automatically detecting defective PV panels using images captured with a thermal imaging camera from an UAV (unmanned aerial vehicle). The proposed algorithm uses statistical analysis of thermal intensity (surface temperature) characteristics of each PV module to verify the mean intensity and standard deviation of each panel as parameters for fault diagnosis. One of the characteristics of thermal infrared imaging is that the larger the distance between sensor and target, the lower the measured temperature of the object. Consequently, a global detection rule using the mean intensity of all panels in the fault detection algorithm is not applicable. Therefore, a local detection rule was applied to automatically detect defective panels using the mean intensity and standard deviation range of each panel by array. The performance of the proposed algorithm was tested on three sample images; this verified a detection accuracy of defective panels of 97% or higher. In addition, as the proposed algorithm can adjust the range of threshold values for judging malfunction at the array level, the local detection rule is considered better suited for highly sensitive fault detection compared to a global detection rule. In this study, we used a panel area extraction method that we previously developed; fault detection accuracy would be improved if panel area extraction from images was more precise. Furthermore, the proposed algorithm contributes to the development of a maintenance and repair system for large-scale PV power plants, in combination with a geo-referencing algorithm for accurate determination of panel locations using sensor-based orientation parameters and photogrammetry from ground control points.

감마선 검출기를 위한 스펙트럼 분석 소프트웨어 개발 (Development of a Spectrum Analysis Software for Multipurpose Gamma-ray Detectors)

  • 이종명;김용권;박길순;김정민;이기성;정진훈
    • 대한방사선기술학회지:방사선기술과학
    • /
    • 제33권1호
    • /
    • pp.51-59
    • /
    • 2010
  • NaI(Tl) 섬광 결정과 광전자 증배관를 결합한 형태의 감마선 검출기는 감도와 개발비용 면에서 우수하여 일반적으로 환경 감시용 검출기에 잘 활용된다. 본 연구에서는 보다 조작이 용이하고 다목적으로 활용할 수 있는 지능형 감마선 검출기와 연동되어 동위원소 자동인식이 가능한 분석 소프트웨어를 개발하였다. 개발된 소프트웨어는 크게 네트워크 인터페이스 모듈과 스펙트럼분석 모듈, 그리고 그래픽 유저 인터페이스 모듈의 세부분으로 나누어진다. 이중 핵심부분은 스펙트럼분석모듈로서 네트워크를 통해 수집된 신호로부터 해당 동위원소에 대한 에너지스펙트럼의 피크정보를 추출하고 이를 토대로 입력 동위원소의 종류를 판별해 내는 것이다. 일반적으로 채널과 에너지의 관계는 근사적으로 선형적인 함수관계가 있으므로 피크 정보를 정확히 얻어내면 해당 동위원소의 인식이 가능하다. 본 연구에서 개발된 피크 검출 알고리듬은 두 개의 피크를 가진 표준 동위원소에 대한 라이브러리 구축 및 이를 기준으로 한 미지의 동위원소에 대한 자동인식을 수행하도록 개발되었다. 대상 하드웨어인 뉴캐어메디컬시스템의 GammaPro 1410을 사용하여 연동 실험을 수행한 결과 하나의 미지의 선원에 대한 인식률을 측정할때 1% 이내의 피크 검출오차를 기록하였다. 또한 효율적인 네트워크 연동모듈의 설계를 통하여 세계 수준인 200K CPS의 데이터 처리속도를 달성하였다. 감마선 검출기와 본 소프트웨어에 더하여 선량분석 알고리듬에 대한 개발이 이어진다면 실시간 지능형 검출시스템으로서 의료기관 및 발전소, 연구시설 등 폭넓은 분야에 활용될 것으로 기대된다.

병렬 DSP 시스템을 이용한 화력발전소 고속 시뮬레이션 (High-speed simulation for fossil power plants uisng a parallel DSP system)

  • 박희준;김병국
    • 전자공학회논문지C
    • /
    • 제35C권4호
    • /
    • pp.38-49
    • /
    • 1998
  • A fossil power plant can be modeled by a lot of algebraic equations and differential equations. When we simulate a large, complicated fossil power plant by a computer such as workstation or PC, it takes much time until overall equations are completely calculated. Therefore, new processing systems which have high computing speed is ultimately needed for real-time or high-speed(faster than real-time) simulators. This paper presents an enhanced strategy in which high computing power can be provided by parallel processing of DSP processors with communication links. DSP system is designed for general purpose. Parallel DSP system can be easily expanded by just connecting new DSP modules to the system. General urpose DSP modules and a VME interface module was developed. New model and techniques for the task allocation are also presented which take into account the special characteristics of parallel I/O and computation. As a realistic cost function of task allocation, we suggested 'simulation period' which represents the period of simulation output intervals. Based on the development of parallel DSP system and realistic task allocation techniques, we cound achieve good efficiency of parallel processing and faster simulation speed than real-time.

  • PDF

국지 기상 요소에 의한 태양광 발전량 변동특성에 관한 연구 (Study on the Variation Characteristic of the Photo-Volatic Power Generation due to Regional Meteorological Elements)

  • 이순환;김해동;조창범
    • 한국환경과학회지
    • /
    • 제23권11호
    • /
    • pp.1943-1951
    • /
    • 2014
  • In order to clarify the characteristics of Photo-Volatic(PV) power generation over the Korean peninsula with complex terrain, special meteorological observation campaign was carried out for one year from 25 May 2011. Analysis is based on the comparison between observed meteorological elements and PV values generated at rated capacity 200 kW power plants. Solar radiation observed at $15^{\circ}$ inclined surface is 11 % larger than that observed at horizontal surface due to low elevation angel of the sun during winter season. The PV power generation tend to be more similar the variation of inclined surface irradiance than horizontal surface irradiance. Increasing air temperature often induce disturbance of the PV power generation. However, the higher the air temperature in winter season, the higher PV power generation because the PV module may be more activated at higher air temperature. PV generating efficiency tends to be conversed the value of 15%.

동토 플랜트 유체기계 구조물 설치를 위한 PET 골재적용 말뚝의 주면작용 수평력 평가 (Evaluation of Horizontal Force on Pile Shaft Surrounded by Vertical PET Aggregate Layer for Fluid Machinery Structure Installation in Cold Region's Plant)

  • 지수빈;장성민;황순갑;이기철;김동욱
    • 한국유체기계학회 논문집
    • /
    • 제19권3호
    • /
    • pp.43-47
    • /
    • 2016
  • Pile foundations constructed on extremely cold regions cause serviceability problems of superstructures from repeated actions of ground freezing and thawing. Oil sand module plants are mainly constructed on seasonal frozen ground. Due to the freezing and thawing actions of grounds, vertical movements of piles have been observed. To solve these erratic pile movement problems, thin vertical layer of PET aggregates is installed around the pile shaft to prevent potential unfavorable pile movements. There is no known method to calculate "thin PET aggregate layer" -surrounded pile shaft resistance (capacity) against vertical loads; therefore, this experimental research is conducted. Specifically, in this study, horizontal (normal) pressures on pile shaft were assessed varying PET aggregate layer thickness based on the experiment.

A Multi-Dimensional Thermal-Hydraulic System Analysis Code, MARS 1.3.1

  • Jeong, Jae-Jun;Ha, Kwi-Seok;Chung, Bub-Dong;Lee, Won-Jae
    • Nuclear Engineering and Technology
    • /
    • 제31권3호
    • /
    • pp.344-363
    • /
    • 1999
  • A multi-dimensional thermal-hydraulic system analysis code, MARS 1.3.1, has been developed in order to have the realistic analysis capability of two-phase thermal-hydraulic transients for pressurized water reactor (PWR) plants. As the backbones for the MARS code, the RELAP5/MOD3.2.1.2 and COBRA-TF codes were adopted in order to take advantages of the very general, versatile features of RELAP5 and the realistic three-dimensional hydrodynamic module of COBRA-TF. In the MARS code, all the functional modules of the two codes were unified into a single code first. Then, the source codes were converted into the standard Fortran 90, and then they were restructured using a modular data structure based on "derived type variables" and a new "dynamic memory allocation" scheme. In addition, the Windows features were implemented to improve user friendliness. This paper presents the developmental work of the MARS version 1.3.1 including the hydrodynamic model unification, the heat structure coupling, the code restructuring and modernization, and their verifications.their verifications.

  • PDF

한밤마을을 통해본 농촌주거지의 공간구성 특성에 관한 연구 (A Study on the Spatial Composition Characteristic in Rural Residential Area: A case of Hanbam Village)

  • 심근정;정응호
    • 한국주거학회논문집
    • /
    • 제13권3호
    • /
    • pp.61-69
    • /
    • 2002
  • This research is to analyze the spatial organization of a traditional rural community and its characteristics, the case of Hanbam village located in the north of Daegu city. The conclusions of this study are as follows; 1. The difference between private space and public space in the residential area of Hanbam village is obvious, and these two spaces are organically related each other by means of road. These spaces have some spatial characteristics of organization, such as center, hierarchy and sequence. 2. The private space consists of a residence module and a farming area in the settlement, and it is clearly farmed by the firm fence of rocks and by surrounding roads. Fruit-bearing trees such as Pyrus pyrifolia, Cornus officinalis, Diospyros kaki, Juglans sinensis are planted at the boundary. And most of residences are composed of a building, a inner court and farming fields. 3. The public space for the community mainly functions as ‘a meeting place’for residents, and consists of recreational spaces, ceremonial spaces, community facilities, and social facilities. Among these, Jeong-ja(pavilion), Seong-an Soop(forest) and Dae-chong(building for common use) are of great cultural value as important traditional spaces. 4. Two kinds of road are commonly fecund in the village; spontaneously generated one and planned one. This is straight inner streets and access paths to the village, and that is curvilinear alleys which are connected to Dae-chong, the core of village. Also stone walls and climbing plants on them are major elements of village landscape.

회전 기계 고장 진단을 위한 최근접 이웃 분류기의 기각 전략 (Rejection Scheme of Nearest Neighbor Classifier for Diagnosis of Rotating Machine Fault)

  • 최영일;박광호;기창두
    • 한국정밀공학회지
    • /
    • 제19권3호
    • /
    • pp.52-58
    • /
    • 2002
  • The purpose of condition monitoring and fault diagnosis is to detect faults occurring in machinery in order to improve the level of safety in plants and reduce operational and maintenance costs. The recognition performance is important not only to gain a high recognition rate bur a1so to minimize the diagnosis failures error rate by using off effective rejection module. We examined the problem of performance evaluation for the rejection scheme considering the accuracy of individual c1asses in order to increase the recognition performance. We use the Smith's method among the previous studies related to rejection method. Nearest neighbor classifier is used for classifying the machine conditions from the vibration signals. The experiment results for the performance evaluation of rejection show the modified optimum rejection method is superior to others.

원전 가압기수위신호 고장검출 및 검증에 관한연구 (A Study on the Failure Detection and Validation of Pressurizer Level Signal in Nuclear Power Plant)

  • 오성헌;김대일;주운표;정윤형;임장현;윤원영;김건중
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1995년도 추계학술대회 논문집 학회본부
    • /
    • pp.175-177
    • /
    • 1995
  • The sensor signal validation and failure detection system must be able to detect, isolate, and identify sensor degradation as well as provide a reconstruction of the measurements. In this study, this is accomplished by combining the neural network, the Generalized Consistency Checking(GCC), and the Sequential Probability Ratio Test(SPRT) method in a decision estimator module. The GCC method is a computationally efficient system for redundant sensors, while the SPRT provides the ability to make decisions based on the degradation history of a sensor. The methodology is also extended to the detection of noise degradation. The acceptability of the proposed method is demonstration by using the simulation data in safety injection accident of nuclear power plants. The results show that the signal validation and sensor failure detection system is able to detect and isolate a bias failure and noise type failures under transient conditions. And also, the system is able to provide the validated signal by reconstructing the measurement signals in the failure conditions considered.

  • PDF

C*에 기초한 3차원 고온균열 수명평가 (C* Based Life Assessment of 3D Crack at High Temperature)

  • 한태수;윤기봉;이형일
    • 대한기계학회논문집A
    • /
    • 제25권5호
    • /
    • pp.823-833
    • /
    • 2001
  • In recent years, the subject of remaining life assessment has drawn considerable attention in chemical plants, where various structural components typically operate at high temperature an pressure. Thus a life prediction methodology accounting for high temperature creep fracture is increasingly needed for the components. Critical defects in such structures are generally found in the form of semi-elliptical surface crack, and the analysis of which is consequently an important problem in engineering fracture mechanics. On this background, we first develop an auto mesh generation program for detailed 3-D finite element analyses of axial and circumferential semi-elliptical surface cracks in a piping system. A high temperature creep fracture parameter C-integral is obtained from the finite element analyses of generated 3-D models. Post crack growth module is further appended here to calculate the amount of crack growth. Finally the remaining lives of surface cracked pipes for various analytical parameters are assessed using the developed life assessment program.