Effects of Extreme Climate Variability on Energy Demands for Indoor Human Comfort Levels in Tropical Urban Environments

R. Pokhrel, L. Ortiz, N. Ramirez-Beltran, Jorge E. González
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Abstract

The main objective of this study is to identify how climate variability influences human comfort levels in tropical-coastal urban environments. San Juan Metro Metropolitan Area (SJMA) of the island of Puerto Rico was chosen as a reference point. Temperature and relative humidity are identified as key environmental variables to maintain human comfort level. A new Human Discomfort Index (HDI) using the key environmental variables based on environmental enthalpy is defined. This index is expanded to determine the energy required to maintain indoor human comfort levels and is compared to total electric energy consumption for the island of Puerto Rico. Regression analysis shows that both temperature and HDI are good indicators to predict total electrical energy consumption. Results showed that over the past 35 years the average environmental enthalpy have increased, resulting in the increase of average HDI for SJMA. Surface weather station data further shows clear indication of urbanization biases ramping up the HDI. Long-term local scale (weather station; 30-years record) data shows a decreasing rate of maximum cooling per capita at −11.41 kW-h/years, and increasing of minimum cooling per capita of 10.64 kW-h/years. This contrasts with regional scale data for the whole Caribbean where increasing trends are observed for both minimum and maximum energy per capita. To estimate human comfort levels under extreme heat wave events conditions, an event of 2014 in the San Juan area was identified. The analysis is complemented by data from the National Center for Environmental Prediction (NCEP) at 250km spatial resolution, North American Regional Reanalysis (NARR) at 32 km spatial resolution, and simulations of the Weather Research and Forecasting model (WRF) at a resolution of 1 km, and by weather station data for San Juan. Model results were evaluated against observations showing good agreement for both temperature and relative humidity and improvements from the NCEP input. It also shows that Energy Per Capita (EPC), required to maintain indoor space at human comfort level, in urban areas during a heat wave event can increase to 21% as compared to normal day.
极端气候变率对热带城市室内人类舒适度能量需求的影响
本研究的主要目的是确定气候变化如何影响热带沿海城市环境中人类的舒适度。波多黎各岛的圣胡安都会区(SJMA)被选为参考点。温度和相对湿度被认为是维持人体舒适度的关键环境变量。以环境焓为基础,利用关键环境变量定义了新的人体不适指数(HDI)。该指数被扩展到确定维持室内人类舒适水平所需的能量,并与波多黎各岛的总电力消耗进行比较。回归分析表明,温度和人类发展指数都是预测总电能消耗的良好指标。结果表明:近35 a平均环境焓增加,导致SJMA平均HDI增加;地面气象站的数据进一步明确表明,城市化的偏倚使人类发展指数上升。长期局地尺度(气象站;30年记录数据显示,人均最大制冷量下降速率为- 11.41 kW-h/年,人均最小制冷量增加速率为10.64 kW-h/年。这与整个加勒比地区的区域数据形成对比,人均最低和最高能源都有增加的趋势。为了估计极端热浪条件下人类的舒适水平,确定了2014年圣胡安地区的一次事件。该分析得到了来自国家环境预测中心(NCEP) 250公里空间分辨率的数据、北美区域再分析(NARR) 32公里空间分辨率的数据、天气研究和预报模式(WRF) 1公里分辨率的模拟和圣胡安气象站数据的补充。模式结果根据观测结果进行了评估,显示温度和相对湿度的一致性以及NCEP输入的改善。它还表明,在热浪事件期间,城市地区将室内空间保持在人类舒适水平所需的人均能源(EPC)与正常日相比可以增加21%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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