The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature

Size: px
Start display at page:

Download "The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature"

Transcription

1 The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature Research Articles The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature Yow-Jer Juang 1,2, Yi-Chang Lin 1,3 1 Institute of Environmental Health, College of Public Health, National Taiwan University 2 Department of Occupational Safety and Health, College of Human Science and Technology, Chung Hwa University of Medical Technology 3 Department of Environmental and Occupational Health, Toko University Abstract The wet bulb globe temperature (WBGT) can be evaluated by measuring the globe temperature (Tg), the natural wet-bulb temperature (Tnwb), and the air temperature (Ta, only with solar radiation outdoors) to provide a fast and useful index of heat stress in hot environments. For the past few decades, the WBGT has been used as the standard for protecting workers in hot environments in Taiwan. The aim of this paper is to investigate measurement errors in Tnwb and Tg. All the tests were conducted in a climate chamber where the environmental factors (Ta, RH, Va) were controlled in order to study the effect of globe size and radiator temperature (Tp) on Tg, Tnwb, and WBGT. A greater globe size yielded higher Tg measurements for different Va and Tp with significant radiation. The response time of Tg increased with globe size and decreased with air velocity for all test conditions with radiant heat. The measured values of Tnwb under all experimental conditions was greater than the psychrometric wet bulb temperature (Tpwb) estimated by the ambient vapor pressure and air temperature in different combined conditions. Air velocity (Va) is critical for the globe temperature and natural wet-bulb temperature measurement, which can cause errors in heat stress evaluation when the air temperature is greater than skin temperature with significant radiant heat. Key words: Heat stress evaluation, Globe temperature, Natural wet bulb temperature, WBGT index Accepted 25 July, 2007 *Correspondence to: Yi-Chang, Lin, Department of Environmental and Occupational Health, Toko University. No. 51, Sec. 2 University Road, Pu-Tzu City, Chia-Yi County, 613, Taiwan R.O.C. Tel: Ext. 389, Fax: , yichang@mail.toko.edu.tw 191

2 Journal of Occupational Safety and Health 15: (2007) Introduction A detailed analysis of the influence of the environment on heat stress requires the following four basic parameters: air temperature (Ta), mean radiant temperature (Tmrt), air velocity (Va), and humidity [1]. The most common method involves the wet bulb globe temperature (WBGT) index or a direct-reading meter, which is commercially available. The WBGT was originally proposed by Yaglou and Minard [2] to serve as a substitute for corrected effective temperature (CET). The success of the WBGT is due in part to its simplicity and the fact that it is not necessary to measure air velocity [3]. Although WBGT is not a complete calculation for the many environmental and physical factors inf luencing heat strain, it provides useful guidelines for protecting people who work or exercise in hot environments. The WBGT index combines the measurement of two derived parameters, the natural wet-bulb temperature (Tnwb) and the globe temperature (Tg), with and air temperature outdoors under solar radiation (Ta). In the presence of radiation, Tg integrates the effects of air velocity, air temperature, and radiant heat. The natural wet bulb value is the same as that of the psychrometric wet bulb at high air velocities but at low velocities may be up to 5 C higher, depending on the air temperature, vapor pressure, and radiant heat [4]. The WBGT values were calculated using one of the following equations: 1). Indoors or outdoors without solar load: Table 1 Recommendations for thermometry of WBGT index in different organizations Measurement/ Characteristic ACGIH OSHA NIOSH ISO Dry bulb temperature Sensor Any sensor protected from radiation without impeding air flow Range -5 to 50 C -5 to 50 C to 60 C Accuracy ±0.5 C ±0.5 C -- ±1 C Natural wet bulb temperature Sensor Cylindrical; 30(±5) 6(±1) mm Range -5 to 50 C -5 to 50 C -1.1 to 48.9 C (30~120 F) 5 to 40 C Accuracy ±0.5 C ±0.5 C ±0.5 F ±0.5 C Wick material Highly absorbent (e.g., cotton) Sensor cover The wick should extend over the bulb of the thermometer, covering the stem about one additional bulb length Wick wetting Directly; 30 min before reading Stabilizing period 25 min minimum ½ hour 20 min -- Globe temperature Sensor Range -5 to 100 C -5 to 100 C -1.1 to C (30~220 F) 20 to 120 C Accuracy ±0.5 C ±0.5 C ±1 F ±0.5 C (20-50 C) ±1 C ( C) Globe diameter 15 cm 15 cm 6-inch (15 cm) 150 mm Globe thickness Thin as possible Emission coefficient Globe material Copper painted matt black Copper painted matt black Copper painted matt black Matt black Stabilizing period 25 min minimum 25 min minimum 20 min -- --: not available 192

3 The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature WBGT = 0.7Tnwb + 0.3Tg Equation (1) 2). Outdoors with solar load: WBGT = 0.7Tnwb + 0.2Tg + 0.1Ta Equation (2) The WBGT index has been used as the standard for protecting workers in hot environments in Taiwan for the past few decades [5]. In recent times, international and technical agencies, such as ISO[1], NIOSH[6], ACGIH[7], and OSHA[8], have introduced several modifications to the WBGT when evaluating heat stress. The NIOSH adopts a ceiling level, the ISO recommends measuring five different levels of workload, and the ACGIH proposes limits for the work/rest regimen in the same place and in cooler locations. OSHA developed these WBGT standards or reference values and recommended evaluating heat stress for three different workload levels at two different air velocity ranges. Table 1 contains the recommendations for WBGT thermometry made by these organizations. WBGT instruments are commercially available from a number of manufacturers, but some misrepresent the WBGT, using a psychrometric rather than the natural wet bulb thermometer; others use smaller globes or unconventional radiant heat sensors, with little validation that the adjustment (if any) made in calculating their WBGT is acceptable. To measure the W BGT index of an environment, a dry-bulb, natural wet-bulb, and globe thermometer are required. Air velocity readings are not required as the effects of air movement are ref lected in the natural wet bulb temperature. All of these instruments are described as follows: 1. Dry-bulb thermometer The air temperature is measured by an ordinary alcohol-in-glass or mercury-inglass thermometer whose bulb is kept dry and shielded from radiation. A variety of electronic sensors can be used in place of conventional thermometers; if properly constructed some of these (e.g., thermocouples and thermistors) may require comparatively little shielding from radiant heat transfer. 2. Natural wet-bulb thermometer The natural wet-bulb thermometer, which is covered by a wetted cotton wick and exposed only to naturally prevailing air movement, is used to obtain the equilibrium temperature (Tnwb). When used to calculate the WBGT, it is generally not shielded from radiation [8-14]. NIOSH [6], however, recommends shielding natural wet bulb thermometers when measuring the WBGT. Based on the results of Lee [15], radiant heat and air velocity affect measurements of Tnwb, and the relationship between shielded and unshielded Tnwb is a function of air velocity and radiant heat. Tnwb readings have been the source of some inaccuracy in the past due to misuse of instruments, but the most common errors (drying of the wick or positioning of the thermometer stem in the water reservoir) lead to falsely high readings and are therefore not 193

4 Journal of Occupational Safety and Health 15: (2007) dangerous [2,16]. 3. Globe thermometer The thermometer consists of a black globe in which is placed a temperature sensor such as the bulb of a mercury thermometer, a thermocouple, or a resistance probe. Globe thermometers with liquid-in-glass thermometers, for diameters as large as 15 cm, require about 20 minutes to reach equilibrium at different air velocities. Smaller globes, from 2-10 cm outside diameter, have been developed to shorten the equilibrium times [17-19]. The difference between the standard and smaller globes is small in indoor measurements related to thermal comfort without significant radiation [17]. The globe temperature is equal to air temperature without radiant heat and does not change with humidity. The difference between small and standard globes becomes considerable at high air velocities and there are greater differences between the dry bulb and globe temperatures when a radiant heat load is applied [20]. The mean radiant temperature (Tmrt) can be calculated according to measurements of the air temperature, air velocity, and globe temperature at different diameters using the following equations [21]: Equation (3) In the case of the standard globe, d = 0.15 m, ε= 0.95 (matt black paint) and Equation (3) becomes Equation (4) Much of the literature, however, uses the simplified formula in Equation (5) to predict Tmrt with a K value in the range of [6, 9, 12-13,15,22-26]: Equation (5) The WBGT index has been applied to heat stress evaluation for almost 50 years. There is a strong correlation between the WBGT and the physiological strain on the worker in a hot workplace. The present study investigates the effect of globe sizes, radiator temperature (Tp), Va, and response time on Tg and Tnwb as well as WBGT in a climate chamber, where the environmental factors are well controlled. Materials and Methods All the mercury-in-glass thermometers and thermocouples in this study were calibrated against an NML (National Measurement Laboratory, Hsinchu, Taiwan) primary standard thermometer (Amarell, Germany; measuring range -10~50 C) using the water bath method with various changes in water temperature. Air velocity was measured by a hot bulb probe (TESTO, Germany) 20 cm from the thermometers or instruments. The covering and wick of Tnwb was boiled for approximately 15 minutes in an aqueous solution of approximately 5% (m/m) sodium carbonate dehydrate and then 194

5 The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature thoroughly rinsed in pure water before being boiled in pure water for at least 15 minutes [27]. The Tnwb was measured according to ISO 7243 [1]. The covering of the Tnwb thermometer was made from hydrophilic undressed white cotton thread of linear density between 10 and 25 tex [27]. The covering extended about 30 mm onto the stem to avoid error in the observed Tnwb due to heat conduction along the stem [28]. Conducted in the climate chamber where the environmental factors (Ta, Va, RH and Tp) were well controlled, this study investigates the effect of globe size, radiator temperature (Tp), Va, and response time on Tg and Tnwb as well as WBGT. Tp was simulated by a radiator (50cm 50cm 7cm) with a temperature thermostat controlled to ± 2 C from room temperature to 700 C. This study consisted of three trials. The first trial was to study the response time of two commercial globes (QUEST, USA) with outside diameters of 15 cm and 5 cm placed 40 cm from the radiator for a specified condition (Ta = 40 C; RH = 40%; Tp= 600 C) with four levels of air velocity (Va=0.499, 1.046, 1.389, m/s) and equilibrium temperatures of Tg and Tg(5), respectively. The globe was kept in an air-conditioned room with the room temperature at 25 C for about 30 minutes before being moved into the climate chamber. The second trial studied the equilibrium temperatures of Tg and Tg(5) at different Tp ( 300~600 C ) for a specified condition (Ta = 40 C; RH= 50 %; Va= m/s). The third trial compared measurements of Tg, Tnwb in 81 experimental conditions with different air temperatures (Ta= 27.5 C, 32.5 C, 37.5 C), air velocities (Va= 0.65 m/s, 1.30 m/s, 2.60 m/s), radiator temperatures (no radiant heat, Tp=300 C, 500 C) and relative humidities (RH= 30%, 50%, 70%, 85%). Visual observations were made on the instruments after reaching a stable condition (about 10 min) at regular intervals (every two minutes, n=15) and an automated data collection system was also used to obtain data from thermocouples attached to the instruments 45 cm away from the radiator. First Tnwb was read, then Ta and Tnwb again for confirmation [29]. All the Tnwb readings were measured by a primary standard thermometer, which was unshielded from radiation. Results First Trial: Effects of globe size and air velocity The temperature change and response time of different globe sizes at four air velocities for a specified condition (Ta=40 C, Tp=600 C, and RH=40%) are shown in Figure 1. The equilibrium temperature readings of Tg at different air velocities (0.499~2.124 m/s) were measured with Ta, RH, Tp, and distance from radiator (40 cm) kept constant. The response time of Tg depends on Va and globe size. The response time of Tg increased with globe size for all velocities. The minimum time lag in reaching equilibrium with its environment should be 195

6 Journal of Occupational Safety and Health 15: (2007) less than 15 min for the standard globe. It was found that a greater globe size yielded higher Tg measurements for different Va and Tp with significant radiation (Tp=600 C). The results show that the Va is critical for smaller globes. The temperature of small globes decreases at higher air velocities. Second Trial: Effect of radiant heat load Figure 2 shows the effect of radiator Figure 1 The temperature change and response time of different globe sizes at four various air velocities for a specified condition (Ta= 40 C, Tp= 600 C, and RH= 40%). Figure 2 The effect of radiator temperature and globe size on globe temperature for a specified condition (Ta=40 C; RH=50%;Va=0.423 m/s) 196

7 The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature temperature and globe size on globe temperature with significant radiant heat at low air velocity. Larger Tp and globe size yield higher Tg. All measurements of Tg at different globe sizes increased with greater Tp for the specified experimental condition (Ta = 40 C; RH= 50%; Va= m/s). The difference between Tg and Tg(5) at Tp=600 C will be above 2 C. Third Trial: Tnwb, Tg, and WBGT under 81 experimental conditions The result of Tnwb measurements in different experimental conditions was shown in Table 2. It indicted that Tp, RH, Va, and Ta have significant effects on Tnwb measurements. Tnwb increased as higher RH and Tp and Ta increasing and lower Va have a higher Tnwb in the same Ta and Tp. All Tnwb measurements in this study are greater than Tpwb which calculated by psychrometric calculator program (HCON, General Eastern's Humidity Conversion program for Windows) for air velocity less than 2.60 m/s. The result of Tg measurements was Table 2 Evaluation of natural wet bulb temperature (Tnwb a ) under different experimental conditions Ta Va RH Tpwb b Radiator Temperature ( o C) (m/s) (%) ( o C) No Radiant Heat Tp=300 o C Tp=500 o C (0.30) 20.80(0.11) (0.20) 21.17(0.29) 24.82(0.18) (0.54) 25.40(0.43) 26.53(0.28) (0.22) (0.14) 19.00(0.20) (0.09) 20.61(0.52) 22.82(0.08) (0.21) 24.04(0.32) 25.32(0.12) (0.19) (0.21) 17.37(0.40) (0.30) 20.23(0.36) 21.45(0.14) (0.33) 23.92(0.18) 24.59(0.18) (0.21) (0.35) (0.34) 25.71(0.57) 27.03(0.28) (0.19) 29.60(0.26) 31.89(0.32) (0.04) 32.05(0.07) (0.36) (0.40) 24.59(0.20) 26.22(0.51) (0.21) 28.77(0.31) 30.34(0.29) (0.06) 31.31(0.18) (0.31) (0.72) 24.33(0.39) 25.91(0.13) (0.22) 28.51(0.23) 29.01(0.29) (0.50) 30.72(0.29) (0.63) (0.59) 30.04(0.60) 31.70(0.21) (0.80) 33.49(0.27) 35.63(0.37) (0.45) 36.57(0.12) (0.56) (0.40) 29.30(0.29) 30.94(0.15) (0.11) 32.90(0.19) 34.42(0.11) (0.09) 35.57(0.23) (0.25) (0.14) 28.56(0.40) 29.57(0.12) (0.97) 32.60(0.30) 33.14(0.37) (0.21) 35.12(0.43) -- a: All values expressed as mean ± SD (n=15). b: Psychrometric wet bulb temperature (Tpwb) calculated by HCON Humidity Conversion Program (General Eastern). --: not available 197

8 Journal of Occupational Safety and Health 15: (2007) shown in Table 3. Tg was almost equal to Ta for experiments with no radiant heat. The Tg values at Tp = 500 C was always greater than at Tp = 300 C or with no radiant heat, holding Ta, Va, and RH constant. The difference in the Tg measurement decreased with increasing Va for the same Tp, Ta, and RH. The WBGT measurements calculated based on Equation (1) from the mean values of Tnwb and Tg in 81 experimental conditions are shown in Table 4. The WBGT values in this study represent moderately to extremely hot environments (WBGT: C) in Taiwan. Discussion This paper compares Tnwb and Tg to evaluate the WBGT index. Normally the instrumentation described in the measurement procedure include a standard globe with a 15 cm diameter, but today many prefer to use electronic monitors that respond more rapidly. Globe thermometers have a longer response time than dry bulb thermometers, so they Table 3 Evaluation of globe temperature (Tg a ) under different experimental conditions Ta Va RH Radiator Temperature ( o C) (m/s) (%) No Radiant Heat Tp=300 o C Tp=500 o C (0.13) 41.27(0.36) (0.09) 31.06(0.25) 40.47(0.22) (0.23) 32.79(0.47) 40.34(0.19) (0.22) (0.25) 34.96(0.22) (0.10) 29.62(0.26) 35.13(0.11) (0.21) 31.42(0.41) 35.17(0.35) (0.11) (0.13) 32.09(0.19) (0.49) 30.12(0.16) 32.28(0.20) (0.54) 30.34(0.16) 32.57(0.24) (0.36) (0.31) (0.17) 35.81(0.15) 43.62(0.38) (0.14) 37.69(0.17) 45.26(0.84) (0.13) 37.81(0.57) (0.11) (0.43) 34.57(0.10) 40.17(0.21) (0.19) 36.06(0.23) 40.69(0.33) (0.07) 36.00(0.41) (0.15) (0.33) 33.78(0.18) 37.48(0.18) (0.58) 35.32(0.22) 37.41(0.11) (0.77) 35.40(0.19) (0.35) (0.23) 42.37(0.58) 48.04(0.20) (0.17) 42.03(0.50) 50.83(0.92) (0.16) 42.35(0.34) (0.21) (0.22) 40.91(0.24) 45.55(0.33) (0.05) 40.87(0.28) 45.38(0.20) (0.00) 40.93(0.25) (0.10) (0.36) 40.64(0.24) 42.35(0.33) (0.31) 40.42(0.27) 42.42(0.20) (0.33) 40.00(0.25) -- a: All values expressed as mean ± SD (n=15). --: not available 198

9 The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature cannot assess the heat stress of non-steady state environments. Smaller globes respond faster than standard ones because there is less air volume within the hollow copper globe [30]. Smaller globes have shorter response times but also lead to lower readings at high radiation. The regression analysis of Tmrt calculated from ISO 7726 (Tmrt_ISO) and other studies (Tmrt_predicted) based on experimental data from this study is shown in Table 5. The best fit K value in simplified equation ( regression slope = 1; r = 0.996) is equal to 1.86 for Tmrt_ISO in the range of C (Tmrt_predicted=Tg+1.86 (Tg Ta) Va 0.5 ). The difference between smaller and standard globes becomes considerable and corrections are needed at high Va and when there are large differences between Ta and Tg (e.g. outdoor work in the sun and in some metal industries). When using a smaller globe temperature to predict Tmrt by Equation (3), measurements of Ta and Va are required. Smaller globes are more appropriate when fast response times are needed. It should be noted that the smaller the diameter of the globe, the Table 4 Evaluation of WBGT a index under different environmental conditions Ta Va RH Radiator Temperature ( o C) (m/s) (%) No Radiant Heat Tp=300 o C Tp=500 o C a: All WBGT values were calculated from Table 2 and 3 according to the following equation: WBGT=0.7Tnwb+0.3Tg. --: non-available 199

10 Journal of Occupational Safety and Health 15: (2007) greater the effect of Ta and Va, reducing the accuracy of the Tmrt measurement. For values of Tmrt predicted by smaller globes, Equation (6) can be applied to find the equivalent Tg of a standard globe. Equation (6) Tnwb is related to the rate of evaporation of the sensor through convection and radiation. The difference between Tnwb and Tpwb at lower air velocities increases with Tp, but this trend is reversed with increasing RH. For conditions at high air velocity (Va 2.60 m/s), high humidity (RH = 85%), and without radiant heat, Tnwb Table 5 Regression analysis of Tmrt calculated from ISO 7726 (Tmrt_ISO) and other studies (Tmrt_predicted) based on experimental data in this study Tmrt_predicted Equation Linear Regression Equation Correlation coefficient Author(s) Tg (Tg - Ta) Va 0.5 y = 1.153x r = Bedford & Warner, 1934 Tg (Tg - Ta) Va 0.5 y = 0.511x r = Givoni, 1969 Tg (Tg - Ta) Va 0.5 y = 4.779x r = WHO, 1969 Tg (Tg - Ta) Va 0.5 y = 0.990x r = AIHA, 1975 Tg (Tg - Ta) Va 0.5 y = 1.174x r = McIntyre, 1980 Tg (Tg - Ta) Va 0.5 y = 0.981x r = NIOSH, 1986 Tg (Tg - Ta) Va 0.5 y = 1.123x r = Lee, 1986 Tg (Tg - Ta) Va 0.5 y = 1.192x r = Brotherhood, 1987 Tg (Tg - Ta) Va 0.5 y = 1.102x r = Allan, 1989 Tg (Tg - Ta) Va 0.5 y = 0.505x r = Epstein & Moran, 2006 Tg (Tg - Ta) Va 0.5 y = x r = Proposed in this study * Tmrt_ ISO= (Tg + 273) Va 0.6 (Tg - Ta) ( ISO7726, 1998-in forced convection; d = 0.15 m ) is almost equal to Tpwb. Measurements of Tnwb should be treated carefully in heat stress evaluation with radiant heat loads such as a steel plant or outdoor workers. High readings of Tnwb will result due to drying of the wick in these extremely hot dry environments (RH<30%). For air temperatures (Ta 37.5 C) greater than skin temperature, with or without radiation, increasing Va causes more heat gain for the exposed worker. It is necessary to interpret carefully the heat transfer between the human body and its surrounding environments. Because air velocity is critical for the measurement of Tg and Tnwb, there may be errors in the heat stress evaluation of extremely hot environments when Ta is greater than skin temperature with significant radiant heat. In the case of high Va (> 2.60 m/s) and low RH (<30%), it will cause the overestimation of Tnwb and WBGT. References [1] ISO 7243: Hot environments- estimation of the heat stress on working man, based on the WBGT- index (Wet Bulb Globe Temperature). Geneva: ISO; [2] Yaglou CP, Minard CD. Control of heat casualties at military training centers. AMA Arch Ind Health 1957; 16: [3] Kerslake D. The stress of hot environments. 200

11 The Effect of Thermal Factors on the Measurement of Wet Bulb Globe Temperature Cambridge, Cambridge University Press; [4] Minard D, Goldsmith R, Far rier PH, Lambiotte BJ. Physological evaluation of industrial heat stress. Am Ind Hyg Assoc J 1971; 32: [5] Counsel of Labor Affair (CLA). Standard of work-rest regimen for worker in hot workplace. Taipei: CLA; [6] Nat ional I nst it ute for Occupat ional Safety and Health (NIOSH). Criteria for a recommended standard: occupational exposure to hot environments. Revised criteria USDHHS (NIOSH) , Washington, DC; [7] American Conference of Governmental Industrial Hygienists (ACGIH). Threshold Limit Values for chemical substances and physical agents. Cincinnati: ACGIH; [8] O c c u p a t i o n a l S a f e t y a n d H e a l t h Administration (OSHA). Heat stress. In: OSHA Technical Manual, 4th ed. Government Institutes Inc; [9] American Industrial Hygiene Association (AIHA). Heating and cooling for man in industry. 2nd ed. AIHA; [10] Ramsey JD. Heat stress standard: OSHA s advisory committee recommendations. National Safety News, 1975; 6: [11] Astrand IAO, Erikson, U, Olander L. Heat stress in occupational work. AMBIO 1975; 4: [12] Brotherhood JR. The practical assessment of heat stress. In: Hales JRS, Richards DAB, editors. Heat stress: physical exertion and environment. Elsevier Science Publishers; p [13] Allan JR. Thermal stresses in occupations. In: Waldron HA, editor. Occupational health practice. 3rd ed. London: Butterworth- Heinemann Ltd;1989. [14] Davis WJ. Typical WBGT indices in various industrial environments. ASHRAE Transactions 1976; 82: [15] Lee CH. Effects of wick contamination and thermal component variation on thermal indices [dissertation]. Texas: Texas Tech Univ.; [16] Buonanno G, Frattolillo A, Vanoli L. Direct and indirect measurement of WBGT index in transversal flow. Measurement 2001; 29: [17] Humphreys MA. The optimum diameter for a globe thermometer for use indoors. Ann Occup Hyg 1977; 20: [18] Graves KW. Globe thermometer evaluation. Am Ind Hyg Assoc J 1974; 35: [19] Hey EN. Small globe thermometers. J Sci Instru 1968; 1: [20] Hatch TF. Design requirements and limitations of a single-reading heat stress meter. Am Ind Hyg Assoc J 1973; 34: [21] ISO 7726: Ergonomics of the thermal environment- instruments for measuring physical quantities. Geneva: ISO, [22] Epstein Y, Moran D. Thermal comfort and 201

12 Journal of Occupational Safety and Health 15: (2007) the heat stress indices. Ind Health 2006; 44: [23] Givoni B. Man, climate and architecture. 2nd ed. New York: Van Nostrand Reinhold Company Ltd; [24] B e d fo r d T, Wa r n e r B. T h e g l o b e thermometer in studies of heating and ventilation. J Hyg 1934; 34: [25] McIntyre DA. Indoor climate. London: Applied Science Publishers Ltd;1980. [26] World Health Organization (WHO). Health factors involved in working under conditions of heat stress. Technical Report Series No. 412, Geneva;1969. [27] ISO 4677/1: Atmospheres for conditioning and testing- Determination of relative humidity- Part 1: Aspirated psychrometer method. Geneva: ISO, [28] Malchaire JB. Evaluation of natural wet bulb and wet globe thermometers. Ann Occup Hyg 1976; 19: [29] Japanese Industrial Standard, JIS Z 8806: Humidity- Measurement methods. Tokyo, JIS, [30] Ramsey J D. Practical evaluation of hot working areas. Professional Safety 1987; 32: Appendix List of Symbols and Abbreviations Symbol Term Unit/Value ACGIH AIHA NIOSH OSHA CLA ISO American Conference of Governmental Industrial Hygienists American Industrial Hygiene Association National Institute for Occupational Safety and Health Occupational Safety and Health Administration Counsel of Labor Affairs (in Taiwan) International Organization for Standardization Tg standard globe temperature with 15 cm outer diameter globe ºC Tg(5) globe temperature with 5 cm outer diameter globe ºC Tnwb natural wet bulb temperature ºC Ta air temperature or dry bulb temperature ºC Tp radiator temperature or hot plate temperature ºC Tpwb psychrometric wet bulb temperature ºC Tmrt mean radiant temperature ºC Tmrt_ISO mean radiant temperature calculated according to ISO 7726 ºC Tmrt_k mean radiant temperature predicted based on simplified equation ºC RH relative humidity % Va air velocity m/s WBGT wet bulb globe temperature index ºC CET corrected effective temperature ºC ε emissivity of a black globe Dimensionless ( 0.95) σ Stefan-Boltzmann constant Wm -2 K -4 d diameter of globe m k coefficient constant based on globe size dimensionless convection heat transfer coefficient Wm -2 K

13 綜合溫度熱指數測定評估影響因素之探討 綜合溫度熱指數測定評估影響因素之探討 1,2 莊侑哲 1,3 林宜長 國立台灣大學公共衛生學院環境衛生研究所中華醫事科技大學民生與科技學院職業安全衛生系稻江科技暨管理學院環境暨職業衛生學系 摘 要 綜合溫度熱指數 (WBGT) 是由自然濕球溫度 黑球溫度與乾球溫度 ( 只有在戶外有日曬時需採用 ) 之測值計算求得, 可提供熱環境快速且有用的熱壓力評估指標, 並已被我國採用當作高溫作業判定之基準 本研究的目的係利用可以控制環境參數之熱暴露艙並搭配架設可控制表面溫度之加熱板來模擬輻射熱源, 藉以探討影響自然濕球溫度與黑球溫度測定誤差的因素 首先評估不同的黑球尺寸 輻射溫度與環境參數 ( 氣溫 風速與相對濕度 ) 對黑球溫度測值之影響及評估其回應時間, 其次則是評估在不同氣溫 風速 相對濕度與輻射溫度條件下之自然濕球溫度測值變化情形 研究結果發現, 當有輻射熱源存在時, 黑球的尺寸與輻射溫度愈大其黑球溫度測值也愈大, 並且隨著黑球尺寸的加大, 其回應時間也愈長 ; 而風速愈大則將使其測值變小, 如僅有相對濕度改變時則對黑球溫度測值無影響 在風速小於 2.60 m/s 之所有測試條件下, 自然濕球溫度均較通風濕球溫度測值大 ; 而且自然濕球溫度測值隨氣溫 相對濕度與輻射溫度增加而增加, 但隨風速增加而降低 當熱環境的氣溫大於皮膚溫度並伴隨有明顯的輻射熱源存在時, 則風速愈大會造成自然濕球溫度 黑球溫度測值與綜合溫度熱指數愈低而導致熱壓力評估的判斷錯誤 因此, 建議在採用綜合溫度熱指數當作熱壓力評估指標時, 氣溫大於皮膚溫度時需將風速測定列入考慮 關鍵字 : 熱壓力評估 黑球溫度 自然濕球溫度 綜合溫度熱指數 民國 95 年 5 月 25 日收稿,96 年 6 月 21 日修稿,96 年 7 月 25 日接受 通訊作者 : 林宜長, 稻江科技暨管理學院環境暨職業衛生學系,613 嘉義縣朴子市大學路二段 51 號, yichang@mail.toko.edu.tw 203

Chapter 6. Series-Parallel Circuits ISU EE. C.Y. Lee

Chapter 6. Series-Parallel Circuits ISU EE. C.Y. Lee Chapter 6 Series-Parallel Circuits Objectives Identify series-parallel relationships Analyze series-parallel circuits Determine the loading effect of a voltmeter on a circuit Analyze a Wheatstone bridge

More information

0 0 = 1 0 = 0 1 = = 1 1 = 0 0 = 1

0 0 = 1 0 = 0 1 = = 1 1 = 0 0 = 1 0 0 = 1 0 = 0 1 = 0 1 1 = 1 1 = 0 0 = 1 : = {0, 1} : 3 (,, ) = + (,, ) = + + (, ) = + (,,, ) = ( + )( + ) + ( + )( + ) + = + = = + + = + = ( + ) + = + ( + ) () = () ( + ) = + + = ( + )( + ) + = = + 0

More information

Ch.9 Liquids and Solids

Ch.9 Liquids and Solids Ch.9 Liquids and Solids 9.1. Liquid-Vapor Equilibrium 1. Vapor Pressure. Vapor Pressure versus Temperature 3. Boiling Temperature. Critical Temperature and Pressure 9.. Phase Diagram 1. Sublimation. Melting

More information

= lim(x + 1) lim x 1 x 1 (x 2 + 1) 2 (for the latter let y = x2 + 1) lim

= lim(x + 1) lim x 1 x 1 (x 2 + 1) 2 (for the latter let y = x2 + 1) lim 1061 微乙 01-05 班期中考解答和評分標準 1. (10%) (x + 1)( (a) 求 x+1 9). x 1 x 1 tan (π(x )) (b) 求. x (x ) x (a) (5 points) Method without L Hospital rule: (x + 1)( x+1 9) = (x + 1) x+1 x 1 x 1 x 1 x 1 (x + 1) (for the

More information

Chapter 1 Linear Regression with One Predictor Variable

Chapter 1 Linear Regression with One Predictor Variable Chapter 1 Linear Regression with One Predictor Variable 許湘伶 Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) LR Chap 1 1 / 41 Regression analysis is a statistical methodology

More information

生物統計教育訓練 - 課程. Introduction to equivalence, superior, inferior studies in RCT 謝宗成副教授慈濟大學醫學科學研究所. TEL: ext 2015

生物統計教育訓練 - 課程. Introduction to equivalence, superior, inferior studies in RCT 謝宗成副教授慈濟大學醫學科學研究所. TEL: ext 2015 生物統計教育訓練 - 課程 Introduction to equivalence, superior, inferior studies in RCT 謝宗成副教授慈濟大學醫學科學研究所 tchsieh@mail.tcu.edu.tw TEL: 03-8565301 ext 2015 1 Randomized controlled trial Two arms trial Test treatment

More information

Linear Regression. Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) SDA Regression 1 / 34

Linear Regression. Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) SDA Regression 1 / 34 Linear Regression 許湘伶 Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) SDA Regression 1 / 34 Regression analysis is a statistical methodology that utilizes the relation between

More information

Algorithms and Complexity

Algorithms and Complexity Algorithms and Complexity 2.1 ALGORITHMS( 演算法 ) Def: An algorithm is a finite set of precise instructions for performing a computation or for solving a problem The word algorithm algorithm comes from the

More information

Chapter 20 Cell Division Summary

Chapter 20 Cell Division Summary Chapter 20 Cell Division Summary Bk3 Ch20 Cell Division/1 Table 1: The concept of cell (Section 20.1) A repeated process in which a cell divides many times to make new cells Cell Responsible for growth,

More information

tan θ(t) = 5 [3 points] And, we are given that d [1 points] Therefore, the velocity of the plane is dx [4 points] (km/min.) [2 points] (The other way)

tan θ(t) = 5 [3 points] And, we are given that d [1 points] Therefore, the velocity of the plane is dx [4 points] (km/min.) [2 points] (The other way) 1051 微甲 06-10 班期中考解答和評分標準 1. (10%) A plane flies horizontally at an altitude of 5 km and passes directly over a tracking telescope on the ground. When the angle of elevation is π/3, this angle is decreasing

More information

Study of Leaf Area as Functions of Age and Temperature in Rice (Oryza sativa L.) 1

Study of Leaf Area as Functions of Age and Temperature in Rice (Oryza sativa L.) 1 Jour. Agri, Res. China ($J!Uff) 39(4) : 259--268 (199) Study of Leaf Area as Functions of Age and Temperature in Rice (Oryza sativa L.) 1 Chwen-Ming Yang" and James L. Heilman" Abstract: Correlations between

More information

授課大綱 課號課程名稱選別開課系級學分 結果預視

授課大綱 課號課程名稱選別開課系級學分 結果預視 授課大綱 課號課程名稱選別開課系級學分 B06303A 流體力學 Fluid Mechanics 必 結果預視 課程介紹 (Course Description): 機械工程學系 三甲 3 在流體力學第一課的學生可能會問 : 什麼是流體力學? 為什麼我必須研究它? 我為什麼要研究它? 流體力學有哪些應用? 流體包括液體和氣體 流體力學涉及靜止和運動時流體的行為 對流體力學的基本原理和概念的了解和理解對分析任何工程系統至關重要,

More information

壓差式迴路式均熱片之研製 Fabrication of Pressure-Difference Loop Heat Spreader

壓差式迴路式均熱片之研製 Fabrication of Pressure-Difference Loop Heat Spreader 壓差式迴路式均熱片之研製 Fabrication of Pressure-Difference Loop Heat Spreader 1 2* 3 4 4 Yu-Tang Chen Shei Hung-Jung Sheng-Hong Tsai Shung-Wen Kang Chin-Chun Hsu 1 2* 3! "# $ % 4& '! " ( )* +, -. 95-2622-E-237-001-CC3

More information

KWUN TONG GOVERNMENT SECONDARY SCHOOL 觀塘官立中學 (Office) Shun Lee Estate Kwun Tong, Kowloon 上學期測驗

KWUN TONG GOVERNMENT SECONDARY SCHOOL 觀塘官立中學 (Office) Shun Lee Estate Kwun Tong, Kowloon 上學期測驗 觀塘官立中學 Tel.: 2343 7772 (Principal) 9, Shun Chi Street, 2343 6220 (Office) Shun Lee Estate Kwun Tong, Kowloon 各位中一至中三級學生家長 : 上學期測驗 上學期測驗將於二零一二年十月二十四日至十月三十日進行 安排如下 : 1. 測驗於 24/10, 25/10, 26/10, 29/10 早上八時三十五分至十時四十分進行

More information

Chapter 22 Lecture. Essential University Physics Richard Wolfson 2 nd Edition. Electric Potential 電位 Pearson Education, Inc.

Chapter 22 Lecture. Essential University Physics Richard Wolfson 2 nd Edition. Electric Potential 電位 Pearson Education, Inc. Chapter 22 Lecture Essential University Physics Richard Wolfson 2 nd Edition Electric Potential 電位 Slide 22-1 In this lecture you ll learn 簡介 The concept of electric potential difference 電位差 Including

More information

國立交通大學 電子工程學系電子研究所碩士班 碩士論文

國立交通大學 電子工程學系電子研究所碩士班 碩士論文 國立交通大學 電子工程學系電子研究所碩士班 碩士論文 萃取接觸阻抗係數方法之比較研究 CBKR 結構與改良式 TLM 結構 A Comparison Study of the Specific Contact Resistivity Extraction Methods: CBKR Method and Modified TLM Method 研究生 : 曾炫滋 指導教授 : 崔秉鉞教授 中華民國一

More information

2019 年第 51 屆國際化學奧林匹亞競賽 國內初選筆試 - 選擇題答案卷

2019 年第 51 屆國際化學奧林匹亞競賽 國內初選筆試 - 選擇題答案卷 2019 年第 51 屆國際化學奧林匹亞競賽 國內初選筆試 - 選擇題答案卷 一 單選題 :( 每題 3 分, 共 72 分 ) 題號 1 2 3 4 5 6 7 8 答案 B D D A C B C B 題號 9 10 11 12 13 14 15 16 答案 C E D D 送分 E A B 題號 17 18 19 20 21 22 23 24 答案 D A E C A C 送分 B 二 多選題

More information

5.5 Using Entropy to Calculate the Natural Direction of a Process in an Isolated System

5.5 Using Entropy to Calculate the Natural Direction of a Process in an Isolated System 5.5 Using Entropy to Calculate the Natural Direction of a Process in an Isolated System 熵可以用來預測自發改變方向 我們現在回到 5.1 節引入兩個過程 第一個過程是關於金屬棒在溫度梯度下的自然變化方向 試問, 在系統達平衡狀態時, 梯度變大或更小? 為了模擬這過程, 考慮如圖 5.5 的模型, 一孤立的複合系統受

More information

HKDSE Chemistry Paper 2 Q.1 & Q.3

HKDSE Chemistry Paper 2 Q.1 & Q.3 HKDSE 2017 Chemistry Paper 2 Q.1 & Q.3 Focus areas Basic chemical knowledge Question requirement Experimental work Calculations Others Basic Chemical Knowledge Question 1(a)(i) (1) Chemical equation for

More information

Differential Equations (DE)

Differential Equations (DE) 工程數學 -- 微分方程 51 Differenial Equaions (DE) 授課者 : 丁建均 教學網頁 :hp://djj.ee.nu.edu.w/de.hm 本著作除另有註明外, 採取創用 CC 姓名標示 - 非商業性 - 相同方式分享 台灣 3. 版授權釋出 Chaper 8 Sysems of Linear Firs-Order Differenial Equaions 另一種解 聯立微分方程式

More information

國立中正大學八十一學年度應用數學研究所 碩士班研究生招生考試試題

國立中正大學八十一學年度應用數學研究所 碩士班研究生招生考試試題 國立中正大學八十一學年度應用數學研究所 碩士班研究生招生考試試題 基礎數學 I.(2%) Test for convergence or divergence of the following infinite series cos( π (a) ) sin( π n (b) ) n n=1 n n=1 n 1 1 (c) (p > 1) (d) n=2 n(log n) p n,m=1 n 2 +

More information

Chapter 1 Linear Regression with One Predictor Variable

Chapter 1 Linear Regression with One Predictor Variable Chapter 1 Linear Regression with One Predictor Variable 許湘伶 Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) LR Chap 1 1 / 52 迴歸分析 Regression analysis is a statistical methodology

More information

EXPERMENT 9. To determination of Quinine by fluorescence spectroscopy. Introduction

EXPERMENT 9. To determination of Quinine by fluorescence spectroscopy. Introduction EXPERMENT 9 To determination of Quinine by fluorescence spectroscopy Introduction Many chemical compounds can be excited by electromagnetic radication from normally a singlet ground state S o to upper

More information

d) There is a Web page that includes links to both Web page A and Web page B.

d) There is a Web page that includes links to both Web page A and Web page B. P403-406 5. Determine whether the relation R on the set of all eb pages is reflexive( 自反 ), symmetric( 对 称 ), antisymmetric( 反对称 ), and/or transitive( 传递 ), where (a, b) R if and only if a) Everyone who

More information

相關分析. Scatter Diagram. Ch 13 線性迴歸與相關分析. Correlation Analysis. Correlation Analysis. Linear Regression And Correlation Analysis

相關分析. Scatter Diagram. Ch 13 線性迴歸與相關分析. Correlation Analysis. Correlation Analysis. Linear Regression And Correlation Analysis Ch 3 線性迴歸與相關分析 相關分析 Lear Regresso Ad Correlato Aalyss Correlato Aalyss Correlato Aalyss Correlato Aalyss s the study of the relatoshp betwee two varables. Scatter Dagram A Scatter Dagram s a chart that

More information

A Direct Simulation Method for Continuous Variable Transmission with Component-wise Design Specifications

A Direct Simulation Method for Continuous Variable Transmission with Component-wise Design Specifications 第十七屆全國機構機器設計學術研討會中華民國一零三年十一月十四日 國立勤益科技大學台灣 台中論文編號 :CSM048 A Direct Simulation Method for Continuous Variable Transmission with Component-wise Design Specifications Yu-An Lin 1,Kuei-Yuan Chan 1 Graduate

More information

Lecture Notes on Propensity Score Matching

Lecture Notes on Propensity Score Matching Lecture Notes on Propensity Score Matching Jin-Lung Lin This lecture note is intended solely for teaching. Some parts of the notes are taken from various sources listed below and no originality is claimed.

More information

在雲層閃光放電之前就開始提前釋放出離子是非常重要的因素 所有 FOREND 放電式避雷針都有離子加速裝置支援離子產生器 在產品設計時, 為增加電場更大範圍, 使用電極支援大氣離子化,

在雲層閃光放電之前就開始提前釋放出離子是非常重要的因素 所有 FOREND 放電式避雷針都有離子加速裝置支援離子產生器 在產品設計時, 為增加電場更大範圍, 使用電極支援大氣離子化, FOREND E.S.E 提前放電式避雷針 FOREND Petex E.S.E 提前放電式避雷針由 3 個部分組成 : 空中末端突針 離子產生器和屋頂連接管 空中末端突針由不鏽鋼製造, 有適合的直徑, 可以抵抗強大的雷擊電流 離子產生器位於不鏽鋼針體內部特別的位置, 以特別的樹脂密封, 隔絕外部環境的影響 在暴風雨閃電期間, 大氣中所引起的電場增加, 離子產生器開始活化以及產生離子到周圍的空氣中

More information

台灣大學開放式課程 有機化學乙 蔡蘊明教授 本著作除另有註明, 作者皆為蔡蘊明教授, 所有內容皆採用創用 CC 姓名標示 - 非商業使用 - 相同方式分享 3.0 台灣授權條款釋出

台灣大學開放式課程 有機化學乙 蔡蘊明教授 本著作除另有註明, 作者皆為蔡蘊明教授, 所有內容皆採用創用 CC 姓名標示 - 非商業使用 - 相同方式分享 3.0 台灣授權條款釋出 台灣大學開放式課程 有機化學乙 蔡蘊明教授 本著作除另有註明, 作者皆為蔡蘊明教授, 所有內容皆採用創用 姓名標示 - 非商業使用 - 相同方式分享 3.0 台灣授權條款釋出 hapter S Stereochemistry ( 立體化學 ): chiral molecules ( 掌性分子 ) Isomerism constitutional isomers butane isobutane 分子式相同但鍵結方式不同

More information

雷射原理. The Principle of Laser. 授課教授 : 林彥勝博士 Contents

雷射原理. The Principle of Laser. 授課教授 : 林彥勝博士   Contents 雷射原理 The Principle of Laser 授課教授 : 林彥勝博士 E-mail: yslin@mail.isu.edu.tw Contents Energy Level( 能階 ) Spontaneous Emission( 自發輻射 ) Stimulated Emission( 受激發射 ) Population Inversion( 居量反轉 ) Active Medium( 活性介質

More information

Candidates Performance in Paper I (Q1-4, )

Candidates Performance in Paper I (Q1-4, ) HKDSE 2016 Candidates Performance in Paper I (Q1-4, 10-14 ) 7, 17 November 2016 General Comments General and Common Weaknesses Weak in calculations Unable to give the appropriate units for numerical answers

More information

期中考前回顧 助教 : 王珊彗. Copyright 2009 Cengage Learning

期中考前回顧 助教 : 王珊彗. Copyright 2009 Cengage Learning 期中考前回顧 助教 : 王珊彗 考前提醒 考試時間 :11/17( 四 )9:10~12:10 考試地點 : 管二 104 ( 上課教室 ) 考試範圍 :C1-C9, 選擇 + 計算 注意事項 : 考試請務必帶工程計算機 可帶 A4 參考紙 ( 單面 不能浮貼 ) 計算過程到第四位, 結果寫到小數點第二位 不接受沒有公式, 也不接受沒算出最後答案 考試只會附上 standard normal distribution

More information

Chapter 1 Physics and Measurement

Chapter 1 Physics and Measurement Chapter 1 Physics and Measurement We have always been curious about the world around us. Classical Physics It constructs the concepts Galileo (1564-1642) and Newton s space and time. It includes mechanics

More information

ApTutorGroup. SAT II Chemistry Guides: Test Basics Scoring, Timing, Number of Questions Points Minutes Questions (Multiple Choice)

ApTutorGroup. SAT II Chemistry Guides: Test Basics Scoring, Timing, Number of Questions Points Minutes Questions (Multiple Choice) SAT II Chemistry Guides: Test Basics Scoring, Timing, Number of Questions Points Minutes Questions 200-800 60 85 (Multiple Choice) PART A ----------------------------------------------------------------

More information

Advanced Engineering Mathematics 長榮大學科工系 105 級

Advanced Engineering Mathematics 長榮大學科工系 105 級 工程數學 Advanced Engineering Mathematics 長榮大學科工系 5 級 姓名 : 學號 : 工程數學 I 目錄 Part I: Ordinary Differential Equations (ODE / 常微分方程式 ) Chapter First-Order Differential Equations ( 一階 ODE) 3 Chapter Second-Order

More information

國立交通大學 機械工程學系 碩士論文 FC-72 流過一加熱面並以步階方式降低 質量流率之流動沸騰熱傳和氣泡特徵之研究. Transient Flow Boiling Heat Transfer and Associated

國立交通大學 機械工程學系 碩士論文 FC-72 流過一加熱面並以步階方式降低 質量流率之流動沸騰熱傳和氣泡特徵之研究. Transient Flow Boiling Heat Transfer and Associated 國立交通大學 機械工程學系 碩士論文 FC-72 流過一加熱面並以步階方式降低 質量流率之流動沸騰熱傳和氣泡特徵之研究 Transient Flow Boiling Heat Transfer and Associated Bubble Characteristics of FC-72 over a Heated Plate due to a Step Decrease in Mass Flow Rate

More information

奈米微污染控制工作小組 協辦單位 台灣賽默飛世爾科技股份有限公司 報名方式 本參訪活動由郭啟文先生負責 報名信箱

奈米微污染控制工作小組 協辦單位 台灣賽默飛世爾科技股份有限公司 報名方式 本參訪活動由郭啟文先生負責 報名信箱 SEMI AMC TF2 微污染防治專案為提升國內微污染量測之技術水平, 特舉辦離子層析儀之原理教學與儀器參訪活動, 邀請 AMC TF2 成員參加, 期盼讓 SEMI 會員對於離子層析技術於微汙染防治之儀器功能及未來之應用有進一步的認識 以實作參訪及教學模式, 使 SEMI 會員深刻瞭解離子層析技術之概念與原理, 並於活動中結合產業專家, 進行研討, 提出未來應用與發展方向之建議 參訪日期 中華民國

More information

MEASUREMENT OF WBGT INDEX IN AXIAL FLOW AS THE MAIN THERMODYNAMIC PARAMETERS VARY G.

MEASUREMENT OF WBGT INDEX IN AXIAL FLOW AS THE MAIN THERMODYNAMIC PARAMETERS VARY G. MEASUREMENT OF WBGT INDEX IN AXIAL FLOW AS THE MAIN THERMODYNAMIC PARAMETERS VARY G. Buonanno, M. Dell'Isola, A. Frattolillo and L. Vanoli Di.M.S.A.T. - Università di Cassino via Di Biasio 43-03043 Cassino

More information

統計學 Spring 2011 授課教師 : 統計系余清祥日期 :2011 年 3 月 22 日第十三章 : 變異數分析與實驗設計

統計學 Spring 2011 授課教師 : 統計系余清祥日期 :2011 年 3 月 22 日第十三章 : 變異數分析與實驗設計 統計學 Spring 2011 授課教師 : 統計系余清祥日期 :2011 年 3 月 22 日第十三章 : 變異數分析與實驗設計 Chapter 13, Part A Analysis of Variance and Experimental Design Introduction to Analysis of Variance Analysis of Variance and the Completely

More information

Statistical Intervals and the Applications. Hsiuying Wang Institute of Statistics National Chiao Tung University Hsinchu, Taiwan

Statistical Intervals and the Applications. Hsiuying Wang Institute of Statistics National Chiao Tung University Hsinchu, Taiwan and the Applications Institute of Statistics National Chiao Tung University Hsinchu, Taiwan 1. Confidence Interval (CI) 2. Tolerance Interval (TI) 3. Prediction Interval (PI) Example A manufacturer wanted

More information

Statistics and Econometrics I

Statistics and Econometrics I Statistics and Econometrics I Probability Model Shiu-Sheng Chen Department of Economics National Taiwan University October 4, 2016 Shiu-Sheng Chen (NTU Econ) Statistics and Econometrics I October 4, 2016

More information

邏輯設計 Hw#6 請於 6/13( 五 ) 下課前繳交

邏輯設計 Hw#6 請於 6/13( 五 ) 下課前繳交 邏輯設計 Hw#6 請於 6/3( 五 ) 下課前繳交 . A sequential circuit with two D flip-flops A and B, two inputs X and Y, and one output Z is specified by the following input equations: D A = X A + XY D B = X A + XB Z = XB

More information

pseudo-code-2012.docx 2013/5/9

pseudo-code-2012.docx 2013/5/9 Pseudo-code 偽代碼 & Flow charts 流程圖 : Sum Bubble sort 1 Prime factors of Magic square Total & Average Bubble sort 2 Factors of Zodiac (simple) Quadratic equation Train fare 1+2+...+n

More information

Hong Kong s temperature record: Is it in support of global warming? 香港的溫度記錄 : 全球暖化的證據?

Hong Kong s temperature record: Is it in support of global warming? 香港的溫度記錄 : 全球暖化的證據? Hong Kong s temperature record: Is it in support of global warming? 香港的溫度記錄 : 全球暖化的證據? Wyss W.-S. Yim 嚴維樞教授 Department of Earth Sciences, The University of Hong Kong / School of Energy & Environment, City

More information

The dynamic N1-methyladenosine methylome in eukaryotic messenger RNA 报告人 : 沈胤

The dynamic N1-methyladenosine methylome in eukaryotic messenger RNA 报告人 : 沈胤 The dynamic N1-methyladenosine methylome in eukaryotic messenger RNA 报告人 : 沈胤 2016.12.26 研究背景 RNA 甲基化作为表观遗传学研究的重要内容之一, 是指发生在 RNA 分子上不同位置的甲基化修饰现象 RNA 甲基化在调控基因表达 剪接 RNA 编辑 RNA 稳定性 控制 mrna 寿命和降解等方面可能扮演重要角色

More information

CHAPTER 4. Thermochemistry ( 熱化學是熱力學的一支, 在化學反應或相變化過程中發生的能量吸收或釋出, 若以吸放熱的形式表現, 即為熱化學研究的對象 ) Chap. 4 Thermochemistry

CHAPTER 4. Thermochemistry ( 熱化學是熱力學的一支, 在化學反應或相變化過程中發生的能量吸收或釋出, 若以吸放熱的形式表現, 即為熱化學研究的對象 ) Chap. 4 Thermochemistry CHAPTER 4 Thermochemistry ( 熱化學是熱力學的一支, 在化學反應或相變化過程中發生的能量吸收或釋出, 若以吸放熱的形式表現, 即為熱化學研究的對象 ) 1 2 4.1 Energy Stored in Chemical Bonds Is Released or Taken Up in Chemical Reactions 3 I 2.2 Food and Energy reserves

More information

FUNDAMENTALS OF FLUID MECHANICS Chapter 3 Fluids in Motion - The Bernoulli Equation

FUNDAMENTALS OF FLUID MECHANICS Chapter 3 Fluids in Motion - The Bernoulli Equation FUNDAMENTALS OF FLUID MECHANICS Chater 3 Fluids in Motion - The Bernoulli Equation Jyh-Cherng Shieh Deartment of Bio-Industrial Mechatronics Engineering National Taiwan University 09/8/009 MAIN TOPICS

More information

Digital Integrated Circuits Lecture 5: Logical Effort

Digital Integrated Circuits Lecture 5: Logical Effort Digital Integrated Circuits Lecture 5: Logical Effort Chih-Wei Liu VLSI Signal Processing LAB National Chiao Tung University cwliu@twins.ee.nctu.edu.tw DIC-Lec5 cwliu@twins.ee.nctu.edu.tw 1 Outline RC

More information

Earth System Science Programme. Academic Counseling 2018

Earth System Science Programme. Academic Counseling 2018 Earth System Science Programme Academic Counseling 2018 1 Global Environmental Change 全球環境變化 Climate Change Air pollution Food Security Public Health Biodiversity Water pollution Natural Disasters 2 課程內容

More information

Multiple sequence alignment (MSA)

Multiple sequence alignment (MSA) Multiple sequence alignment (MSA) From pairwise to multiple A T _ A T C A... A _ C A T _ A... A T _ G C G _... A _ C G T _ A... A T C A C _ A... _ T C G A G A... Relationship of sequences (Tree) NODE

More information

Chapter 1 Introduction: Matter and Measurement

Chapter 1 Introduction: Matter and Measurement Chapter 1 Introduction: and, Inc. Introduction: and 1.1 The Study of Chemistry 1.2 Classifications of 1.3 Properties of 1.4 Units of 1.5 Uncertainty in 1.6 Dimensional Analysis Chemistry is the study of

More information

磁振影像原理與臨床研究應用 課程內容介紹 課程內容 參考書籍. Introduction of MRI course 磁振成像原理 ( 前 8 週 ) 射頻脈衝 組織對比 影像重建 脈衝波序 影像假影與安全 等

磁振影像原理與臨床研究應用 課程內容介紹 課程內容 參考書籍. Introduction of MRI course 磁振成像原理 ( 前 8 週 ) 射頻脈衝 組織對比 影像重建 脈衝波序 影像假影與安全 等 磁振影像原理與臨床研究應用 盧家鋒助理教授國立陽明大學物理治療暨輔助科技學系 alvin4016@ym.edu.tw 課程內容介紹 Introduction of MRI course 2 課程內容 磁振成像原理 ( 前 8 週 ) 射頻脈衝 組織對比 影像重建 脈衝波序 影像假影與安全 等 磁振影像技術與分析技術文獻討論 對比劑增強 功能性影像 擴散張量影像 血管攝影 常用分析方式 等 磁振影像於各系統應用

More information

1 dx (5%) andˆ x dx converges. x2 +1 a

1 dx (5%) andˆ x dx converges. x2 +1 a 微甲 - 班期末考解答和評分標準. (%) (a) (7%) Find the indefinite integrals of secθ dθ.) d (5%) and + d (%). (You may use the integral formula + (b) (%) Find the value of the constant a for which the improper integral

More information

行政院國家科學委員會補助專題研究計畫 成果報告 期中進度報告 ( 計畫名稱 )

行政院國家科學委員會補助專題研究計畫 成果報告 期中進度報告 ( 計畫名稱 ) 附件一 行政院國家科學委員會補助專題研究計畫 成果報告 期中進度報告 ( 計畫名稱 ) 發展紅外線 / 可見光合頻波成像顯微術以研究表面催化反應 計畫類別 : 個別型計畫 整合型計畫計畫編號 :NSC 97-2113 - M - 009-002 - MY2 執行期間 : 97 年 3 月 1 日至 98 年 7 月 31 日 計畫主持人 : 重藤真介共同主持人 : 計畫參與人員 : 成果報告類型 (

More information

GSAS 安裝使用簡介 楊仲準中原大學物理系. Department of Physics, Chung Yuan Christian University

GSAS 安裝使用簡介 楊仲準中原大學物理系. Department of Physics, Chung Yuan Christian University GSAS 安裝使用簡介 楊仲準中原大學物理系 Department of Physics, Chung Yuan Christian University Out Line GSAS 安裝設定 CMPR 安裝設定 GSAS 簡易使用說明 CMPR 轉出 GSAS 實驗檔簡易使用說明 CMPR 轉出 GSAS 結果簡易使用說明 1. GSAS 安裝設定 GSAS 安裝設定 雙擊下載的 gsas+expgui.exe

More information

基因演算法 學習速成 南台科技大學電機系趙春棠講解

基因演算法 學習速成 南台科技大學電機系趙春棠講解 基因演算法 學習速成 南台科技大學電機系趙春棠講解 % 以下程式作者 : 清大張智星教授, 摘自 Neuro-Fuzzy and Soft Computing, J.-S. R. Jang, C.-T. Sun, and E. Mizutani 讀者可自張教授網站下載該書籍中的所有 Matlab 程式 % 主程式 : go_ga.m % 這是書中的一個範例, 了解每一個程式指令後, 大概就對 基因演算法,

More information

Candidates Performance in Paper I (Q1-4, )

Candidates Performance in Paper I (Q1-4, ) HKDSE 2018 Candidates Performance in Paper I (Q1-4, 10-14 ) 8, 9 November 2018 General and Common Weaknesses Weak in calculations Weak in conversion of units in calculations (e.g. cm 3 to dm 3 ) Weak in

More information

醫用磁振學 MRM 課程介紹與原理複習. Congratulations! Syllabus. From Basics to Bedside. You are HERE! License of Radiological Technologist 盧家鋒助理教授國立陽明大學生物醫學影像暨放射科學系

醫用磁振學 MRM 課程介紹與原理複習. Congratulations! Syllabus. From Basics to Bedside. You are HERE! License of Radiological Technologist 盧家鋒助理教授國立陽明大學生物醫學影像暨放射科學系 Congratulations! You are HERE! License of Radiological Technologist 醫用磁振學 MRM 課程介紹與原理複習 盧家鋒助理教授國立陽明大學生物醫學影像暨放射科學系 alvin4016@ym.edu.tw 2 From Basics to Bedside 磁振影像學 Magnetic Resonance Imaging http://www.ym.edu.tw/~cflu/cflu_course_birsmri.html

More information

Ch. 6 Electronic Structure and The Periodic Table

Ch. 6 Electronic Structure and The Periodic Table Ch. 6 Eectronic tructure and The Periodic Tabe 6-: Light, Photon Energies, and Atoic pectra. The Wave Nature of Light: Waveength and Frequency. The partice Nature of Light; Photon Energies 3. Atoic pectra

More information

Numbers and Fundamental Arithmetic

Numbers and Fundamental Arithmetic 1 Numbers and Fundamental Arithmetic Hey! Let s order some pizzas for a party! How many pizzas should we order? There will be 1 people in the party. Each people will enjoy 3 slices of pizza. Each pizza

More information

論文與專利寫作暨學術 倫理期末報告 班級 : 碩化一甲學號 :MA 姓名 : 林郡澤老師 : 黃常寧

論文與專利寫作暨學術 倫理期末報告 班級 : 碩化一甲學號 :MA 姓名 : 林郡澤老師 : 黃常寧 論文與專利寫作暨學術 倫理期末報告 班級 : 碩化一甲學號 :MA540117 姓名 : 林郡澤老師 : 黃常寧 About 85% of the world s energy requirements are currently satisfied by exhaustible fossil fuels that have detrimental consequences on human health

More information

原子模型 Atomic Model 有了正確的原子模型, 才會發明了雷射

原子模型 Atomic Model 有了正確的原子模型, 才會發明了雷射 原子模型 Atomic Model 有了正確的原子模型, 才會發明了雷射 原子結構中的電子是如何被發現的? ( 1856 1940 ) 可以參考美國物理學會 ( American Institute of Physics ) 網站 For in-depth information, check out the American Institute of Physics' History Center

More information

Chapter 5-7 Errors, Random Errors, and Statistical Data in Chemical Analyses

Chapter 5-7 Errors, Random Errors, and Statistical Data in Chemical Analyses Chapter 5-7 Errors, Random Errors, and Statistical Data in Chemical Analyses Impossible: The analytical results are free of errors or uncertainties. Possible: Minimize these errors and estimate their size

More information

國立成功大學 航空太空工程學系 碩士論文 研究生 : 柯宗良 指導教授 : 楊憲東

國立成功大學 航空太空工程學系 碩士論文 研究生 : 柯宗良 指導教授 : 楊憲東 國立成功大學 航空太空工程學系 碩士論文 波函數的統計力學詮釋 Statistical Interpretation of Wave Function 研究生 : 柯宗良 指導教授 : 楊憲東 Department of Aeronautics and Astronautics National Cheng Kung University Tainan, Taiwan, R.O.C. Thesis

More information

SIMPLE Algorithm for Two-Dimensional Flow - Fluid Flow and Heat Transfer

SIMPLE Algorithm for Two-Dimensional Flow - Fluid Flow and Heat Transfer SIMPLE Algorithm for Two-Dimensional Flow - Fluid Flow and Heat Transfer by Professor Jung-Yang San Mechanical Engineering Department National Chung Hsing University Two-dimensional, transient, incompressible

More information

MECHANICS OF MATERIALS

MECHANICS OF MATERIALS CHAPTER 2 MECHANICS OF MATERIALS Ferdinand P. Beer E. Russell Johnston, Jr. John T. DeWolf David F. Mazurek Lecture Notes: J. Walt Oler Texas Tech University Stress and Strain Axial Loading 2.1 An Introduction

More information

Permutation Tests for Difference between Two Multivariate Allometric Patterns

Permutation Tests for Difference between Two Multivariate Allometric Patterns Zoological Studies 38(1): 10-18 (1999) Permutation Tests for Difference between Two Multivariate Allometric Patterns Tzong-Der Tzeng and Shean-Ya Yeh* Institute of Oceanography, National Taiwan University,

More information

氮化鋁鎵 / 氮化鎵異質結構的電性傳輸. Electrical transport in AlGaN/GaN heterostructures

氮化鋁鎵 / 氮化鎵異質結構的電性傳輸. Electrical transport in AlGaN/GaN heterostructures 國立臺灣大學物理學研究所 碩士論文 氮化鋁鎵 / 氮化鎵異質結構的電性傳輸 Electrical transport in AlGaN/GaN heterostructures 指導教授 : 梁啟德 張本秀 研究生 : 吳坤達 中華民國九十四年七月 To my parents I 誌謝 能完成這本論文, 實在不是我一個人的力量 首先感謝梁啟德老師在學術研究上不斷督促與叮嚀, 讓我在碩士生涯體驗到做實驗的樂趣

More information

FUNDAMENTALS OF FLUID MECHANICS. Chapter 8 Pipe Flow. Jyh-Cherng. Shieh Department of Bio-Industrial

FUNDAMENTALS OF FLUID MECHANICS. Chapter 8 Pipe Flow. Jyh-Cherng. Shieh Department of Bio-Industrial Chapter 8 Pipe Flow FUNDAMENTALS OF FLUID MECHANICS Jyh-Cherng Shieh Department of Bio-Industrial Mechatronics Engineering National Taiwan University 1/1/009 1 MAIN TOPICS General Characteristics of Pipe

More information

Chapter 8 Lecture. Essential University Physics Richard Wolfson 2 nd Edition. Gravity 重力 Pearson Education, Inc. Slide 8-1

Chapter 8 Lecture. Essential University Physics Richard Wolfson 2 nd Edition. Gravity 重力 Pearson Education, Inc. Slide 8-1 Chapter 8 Lecture Essential University Physics Richard Wolfson 2 nd Edition Gravity 重力 Slide 8-1 In this lecture you ll learn 簡介 Newton s law of universal gravitation 萬有引力 About motion in circular and

More information

Effect of diluents on the swelling force of the tablet

Effect of diluents on the swelling force of the tablet 01~07 100 CHIA-NAN ANNUAL BULLETIN VOL.37,PP.01-07,2011 Effect of diluents on the swelling force of the tablet Tsung Yueh Tsai 1 Wan Tesn Liao 1 Shu Yang Yen 2 Chun Ren Chen 2* 1 Graduate Institute of

More information

ON FINITE DIMENSIONAL APPROXIMATION IN NONPARAMETRIC REGRESSION

ON FINITE DIMENSIONAL APPROXIMATION IN NONPARAMETRIC REGRESSION Journal of the Chinese Statistical Association Vol. 54, (206) 86 204 ON FINITE DIMENSIONAL APPROXIMATION IN NONPARAMETRIC REGRESSION Wen Hsiang Wei Department of Statistics, Tung Hai University, Taiwan

More information

第二章 : Hydrostatics and Atmospheric Stability. Ben Jong-Dao Jou Autumn 2010

第二章 : Hydrostatics and Atmospheric Stability. Ben Jong-Dao Jou Autumn 2010 第二章 : Hydrostatics and Atmospheric Stability Ben Jong-Dao Jou Autumn 2010 Part I: Hydrostatics 1. Gravity 2. Geopotential: The concept of geopotential is used in measurement of heights in the atmosphere

More information

Boundary Influence On The Entropy Of A Lozi-Type Map. Cellular Neural Networks : Defect Patterns And Stability

Boundary Influence On The Entropy Of A Lozi-Type Map. Cellular Neural Networks : Defect Patterns And Stability Boundary Influence On The Entropy Of A Lozi-Type Map Yu-Chuan Chang and Jonq Juang Abstract: Let T be a Henon-type map induced from a spatial discretization of a Reaction-Diffusion system With the above-mentioned

More information

Reactive Fluid Dynamics 1 G-COE 科目 複雑システムのデザイン体系 第 1 回 植田利久 慶應義塾大学大学院理工学研究科開放環境科学専攻 2009 年 4 月 14 日. Keio University

Reactive Fluid Dynamics 1 G-COE 科目 複雑システムのデザイン体系 第 1 回 植田利久 慶應義塾大学大学院理工学研究科開放環境科学専攻 2009 年 4 月 14 日. Keio University Reactive Fluid Dynamics 1 G-COE 科目 複雑システムのデザイン体系 第 1 回 植田利久 慶應義塾大学大学院理工学研究科開放環境科学専攻 2009 年 4 月 14 日 Reactive Fluid Dynamics 2 1 目的 本 G-COE で対象とする大規模複雑力学系システムを取り扱うにあたって, 非線形力学の基本的な知識と応用展開力は不可欠である. そこで,

More information

CHAPTER 2. Energy Bands and Carrier Concentration in Thermal Equilibrium

CHAPTER 2. Energy Bands and Carrier Concentration in Thermal Equilibrium CHAPTER 2 Energy Bands and Carrier Concentration in Thermal Equilibrium 光電特性 Ge 被 Si 取代, 因為 Si 有較低漏電流 Figure 2.1. Typical range of conductivities for insulators, semiconductors, and conductors. Figure

More information

Low Dielectric Constant Silica Films Prepared by a Templating Method

Low Dielectric Constant Silica Films Prepared by a Templating Method J. Chin. Inst. Chem. Engrs., Vol. 34, No. 2, 211-217, 2003 Low Dielectric Constant Silica Films Prepared by a Templating Method Chih-Yuan Ting [1], Chen-An Wu [2] and Ben-Zu Wan [3] Department of Chemical

More information

新世代流式細胞儀. Partec GmbH from Münster Germany 派特科技有限公司

新世代流式細胞儀. Partec GmbH from Münster Germany 派特科技有限公司 新世代流式細胞儀 Partec GmbH from Münster Germany 派特科技有限公司 螢光細胞染色技術 Fluorescence Based Flow Cytometry Invented in 1968 in the University of Münster, Germany at the Institute of Radiobiology by Professor Dr.Wolfgang

More information

RDC (m ohm / Max.) Important Declaration 重要聲明 :

RDC (m ohm / Max.) Important Declaration 重要聲明 : Latest Edit Date: 2016.07.28 Pages: 1 / 7 Version Information: SN Date Version Code Modify Description Editor 1 2007.07.20 1R0 Original build Robert 2 2008.10.09 2R0 Build Isat L drop 10% and Teddy 3 2009.06.11

More information

適應控制與反覆控制應用在壓電致動器之研究 Adaptive and Repetitive Control of Piezoelectric Actuators

適應控制與反覆控制應用在壓電致動器之研究 Adaptive and Repetitive Control of Piezoelectric Actuators 行 精 類 行 年 年 行 立 林 參 理 劉 理 論 理 年 行政院國家科學委員會補助專題研究計畫成果報告 適應控制與反覆控制應用在壓電致動器之研究 Adaptive and Repetitive Control of Piezoelectric Actuators 計畫類別 : 個別型計畫 整合型計畫 計畫編號 :NSC 97-2218-E-011-015 執行期間 :97 年 11 月 01

More information

侯宏誼研究簡歷 一. 學歷民國 96 年 11 月 : 雲林科技大學工程科技博士民國 89 年 06 月 : 雲林科技大學環境與安全工程研究所工學碩士民國 87 年 06 月 : 東海大學環境科學系理學學士二 主要著作 ( 一 ) 英文學術性期刊論文

侯宏誼研究簡歷 一. 學歷民國 96 年 11 月 : 雲林科技大學工程科技博士民國 89 年 06 月 : 雲林科技大學環境與安全工程研究所工學碩士民國 87 年 06 月 : 東海大學環境科學系理學學士二 主要著作 ( 一 ) 英文學術性期刊論文 研究簡歷 一. 學歷民國 96 年 11 月 : 雲林科技大學工程科技博士民國 89 年 06 月 : 雲林科技大學環境與安全工程研究所工學碩士民國 87 年 06 月 : 東海大學環境科學系理學學士二 主要著作 ( 一 ) 英文學術性期刊論文 1. Y. P. Chou, H. Y. Hou, R. H. Chang, M. L. You, J. Y. Peng, and C. M. Shu, 2009

More information

2001 HG2, 2006 HI6, 2010 HI1

2001 HG2, 2006 HI6, 2010 HI1 - Individual 9 50450 8 4 5 8 9 04 6 6 ( 8 ) 7 6 8 4 9 x, y 0 ( 8 8.64) 4 4 5 5 - Group Individual Events I 6 07 + 006 4 50 5 0 6 6 7 0 8 *4 9 80 0 5 see the remark Find the value of the unit digit of +

More information

(i) Tangutorine 1 之全合成 : 經由關鍵的中間體 2; 化合物 2 具有. Aspidospermidine 39 之合成研究 : 經由螺環中間體 47

(i) Tangutorine 1 之全合成 : 經由關鍵的中間體 2; 化合物 2 具有. Aspidospermidine 39 之合成研究 : 經由螺環中間體 47 摘要 本篇論文主要探討利用分子對稱的觀念來協助一些口引口朵生物鹼之合 成研究 我們使用了 Pictet-Spengler 反應, 以色胺與具有對稱性的醛 來建立這類天然物之 tetrahydro-β-carboline 之架構 (i) Tangutorine 1 之全合成 : 經由關鍵的中間體 2; 化合物 2 具有 與 1 相同的立體化學 2 本身是由色胺與醛 3 從對稱的 1,3- 環己二酮製備

More information

RSSR Mechanism with Constant Transmission Angle

RSSR Mechanism with Constant Transmission Angle 華岡工程學報第 1 7 期 中國文化大學工學院 民國 9 2 年 6 月第 69-78 頁 HUA KANG JO URNAL OF ENGINEERING COLLE GE OF ENGINEERING CHIN ESE CULTURE UNIVERSITY Jun e,2003,vo1.17,p.69-p.78 固定傳力角之 RS SR 機構 RSSR Mechanism with Constant

More information

CH 5 More on the analysis of consumer behavior

CH 5 More on the analysis of consumer behavior 個體經濟學一 M i c r o e c o n o m i c s (I) CH 5 More on the analysis of consumer behavior Figure74 An increase in the price of X, P x P x1 P x2, P x2 > P x1 Assume = 1 and m are fixed. m =e(p X2,, u 1 ) m=e(p

More information

Chapter 7. The Quantum- Mechanical Model of the Atom. Chapter 7 Lecture Lecture Presentation. Sherril Soman Grand Valley State University

Chapter 7. The Quantum- Mechanical Model of the Atom. Chapter 7 Lecture Lecture Presentation. Sherril Soman Grand Valley State University Chapter 7 Lecture Lecture Presentation Chapter 7 The Quantum- Mechanical Model of the Atom Sherril Soman Grand Valley State University 授課教師 : 林秀美辦公室 : 綜合二館 302B TEL: 5562 email:hmlin@mail.ntou.edu.tw 評量方式

More information

Chapter 4. Mobile Radio Propagation Large-Scale Path Loss

Chapter 4. Mobile Radio Propagation Large-Scale Path Loss Chapter 4 Mobile Radio Propagation Large-Scale Path Loss The mobile radio channel places fundamental limitations on the performance. The transmission path between the T-R maybe very complexity. Radio channels

More information

第 3 章有機化學反應種類及酸鹼有機反應. 一 ) 有機化反應的種類及有機反應機制 (organic reactions and their mechanism)

第 3 章有機化學反應種類及酸鹼有機反應. 一 ) 有機化反應的種類及有機反應機制 (organic reactions and their mechanism) 第 3 章有機化學反應種類及酸鹼有機反應 一 ) 有機化反應的種類及有機反應機制 (organic reactions and their mechanism) 1) a) Substitution reaction: (Saturated compound such as alkanes or alkyl halides, aromatic compounds) ne group replace

More information

Ch2. Atoms, Molecules and Ions

Ch2. Atoms, Molecules and Ions Ch2. Atoms, Molecules and Ions The structure of matter includes: (1)Atoms: Composed of electrons, protons and neutrons.(2.2) (2)Molecules: Two or more atoms may combine with one another to form an uncharged

More information

MRDFG 的周期界的計算的提升計畫編號 :NSC E 執行期限 : 94 年 8 月 1 日至 94 年 7 月 31 日主持人 : 趙玉政治大學資管系計畫參與人員 :

MRDFG 的周期界的計算的提升計畫編號 :NSC E 執行期限 : 94 年 8 月 1 日至 94 年 7 月 31 日主持人 : 趙玉政治大學資管系計畫參與人員 : MRDFG 的周期界的計算的提升計畫編號 :NSC 94-2213-E-004-005 執行期限 : 94 年 8 月 1 日至 94 年 7 月 31 日主持人 : 趙玉政治大學資管系計畫參與人員 : 一 中文摘要 Schoenen [4] 證實了我們的理論 即如果 MRDFG 的標記使它像 SRDFG 一樣表現, 不需要變換為 SRDFG 他們表明當標記高于相符標記, 在回界相對於標記的圖中,

More information

Chapter 13. Enzyme Kinetics ( 動力學 ) and Specificity ( 特異性 專一性 ) Biochemistry by. Reginald Garrett and Charles Grisham

Chapter 13. Enzyme Kinetics ( 動力學 ) and Specificity ( 特異性 專一性 ) Biochemistry by. Reginald Garrett and Charles Grisham Chapter 13 Enzyme Kinetics ( 動力學 ) and Specificity ( 特異性 專一性 ) Biochemistry by Reginald Garrett and Charles Grisham Y.T.Ko class version 2016 1 Essential Question What are enzymes? Features, Classification,

More information

2. Suppose that a consumer has the utility function

2. Suppose that a consumer has the utility function 中正大學 94-6 94 { 修正 }. Suose that you consume nothing ut milk and cake and your references remain constant through time. In 3, your income is $ er week, milk costs $ er ottle, cake costs $ er slice and you

More information

在破裂多孔介質中的情形 底下是我們考慮的抛物線微分方程式. is a domain and = f. in f. . Denote absolute permeability by. P in. k in. p in. and. and. , and external source by

在破裂多孔介質中的情形 底下是我們考慮的抛物線微分方程式. is a domain and = f. in f. . Denote absolute permeability by. P in. k in. p in. and. and. , and external source by 行 裂 精 類 行 年 年 行 立 數 葉立 論 理 年 背景及目的很多的化學工廠的廢水經由水井排放到地底, 地面的有毒廢棄物也經由雨水進入地底, 核能電廠儲存在地底下的核廢棄物由於時間的關係造成容器腐蝕 或是由於地層變動造成容器破裂, 放射性物質也因此進入地下水 這些都造成日常飲用水的不安全 這些問題不是只發生在臺灣, 世界其它國家也有同樣的情形 歐美一些國家都有專責機構負責這些污染源的清除工作

More information

PHI7470 Topics in Applied Philosophy: The Philosopher and Sociology

PHI7470 Topics in Applied Philosophy: The Philosopher and Sociology PHI7470 Topics in Applied Philosophy: The Philosopher and Sociology Mr. Lui Ping Keung (frcisco@netvigator.com) Sociology grew and continues to grow from philosophy. At the same time, sociology has made

More information

允許學生個人 非營利性的圖書館或公立學校合理使用本基金會網站所提供之各項試題及其解答 可直接下載而不須申請. 重版 系統地複製或大量重製這些資料的任何部分, 必須獲得財團法人臺北市九章數學教育基金會的授權許可 申請此項授權請電郵

允許學生個人 非營利性的圖書館或公立學校合理使用本基金會網站所提供之各項試題及其解答 可直接下載而不須申請. 重版 系統地複製或大量重製這些資料的任何部分, 必須獲得財團法人臺北市九章數學教育基金會的授權許可 申請此項授權請電郵 注意 : 允許學生個人 非營利性的圖書館或公立學校合理使用本基金會網站所提供之各項試題及其解答 可直接下載而不須申請 重版 系統地複製或大量重製這些資料的任何部分, 必須獲得財團法人臺北市九章數學教育基金會的授權許可 申請此項授權請電郵 ccmp@seed.net.tw Notice: Individual students, nonprofit libraries, or schools are

More information

A NOTE ON THE SIGNIFICANT WAVE DERIVED FROM JONSWAP SPECTRUMt

A NOTE ON THE SIGNIFICANT WAVE DERIVED FROM JONSWAP SPECTRUMt ACTA OCEANOGRAPHICA T A IW ANICA SCIENCE R EPORTS OF THE NATIONAL T AIWAN UNIVERSITY NO.6. PP. 193-198. DECEMBER. 1976 A NOTE ON THE SIGNIFICANT WAVE DERIVED FROM JONSWAP SPECTRUMt JOE WAN0 2 and NAI KUANO

More information

Ph.D. Qualified Examination

Ph.D. Qualified Examination Ph.D. Qualified Examination (Taxonomy) 1. Under what condition, Lamarckism is reasonable? 2. What is the impact to biology and taxonomy after Darwin published Origin of Species? 3. Which categories do

More information

Ch. 8 Thermochemistry 熱化學

Ch. 8 Thermochemistry 熱化學 Ch. 8 Thermchemistry 熱化學 8-1: Principes eat Fw 1. State Prperties. Directin and Sin eat Fw 3. Manitude eat Fw 8-: Measurement eat Fw;Carimetry 1. Cee-Cup Carimeter. Bmb Carimeter 8-3: Enthapy Δ 8-4: Thermchemica

More information

ANSYS 17 應用於半導體設備和製程的應用技術

ANSYS 17 應用於半導體設備和製程的應用技術 ANSYS 17 應用於半導體設備和製程的應用技術 1 李龍育 Dragon CFD 技術經理 虎門科技 虎門科技 CADMEN 虎門科技股份有限公司, 創立於 1980 年, 提供客戶全球最優質的工程分析軟體 ANSYS 與技術服務 總公司 : 新北市板橋區 台中分 : 台中市文心路 台南分 結構強度分析 ANSYS Mechanical 落摔分析 ANSYS LS-DYNA 散熱與熱流場分析 ANSYS

More information

Chapter 13 Thin-layer chromatography. Shin-Hun Juang, Ph.D.

Chapter 13 Thin-layer chromatography. Shin-Hun Juang, Ph.D. Chapter 13 Thin-layer chromatography Shin-Hun Juang, Ph.D. 1 Principles An analyte migrates up or across a layer of stationary phase (most commonly silica gel), under the influence of a mobile phase (usually

More information