A multi-model ensemble-based CMIP6 assessment of future solar radiation and PV potential under various climate warming scenarios

环境科学 强迫(数学) 气候学 辐射压力 气候模式 自回归积分移动平均 气候变化 气象学 光伏系统 全球变暖 大气科学 计算机科学 物理 时间序列 生物 生态学 机器学习 地质学
作者
Samuel Chukwujindu Nwokolo,Julie C. Ogbulezie,Ogri J. Ushie
出处
期刊:Optik [Elsevier BV]
卷期号:285: 170956-170956 被引量:39
标识
DOI:10.1016/j.ijleo.2023.170956
摘要

The ability of the hybrid evolutionary auto-regression integrated moving average (ARIMA) with a transformed probabilistically optimized Gumbel (GP) model (ARIMA-GP) and empirical technique (EM-GP) to predict global solar radiation (H) was investigated in Nigeria. The outcome showed that the hybrid ARIMA-GP2 (0, 0, 0) significantly outperformed the empirical and other ARIMA configuration models. Additionally, the potential for PV generation was estimated using six different PV power technology models that were fitted to Nigeria's comparable climatic conditions. It was found that, compared to other technologies, poly-crystalline silicon (p-Si) technology yielded the highest increase in solar PV output compared to other modules in both moderate forcing-case scenarios (SSP245) and strong forcing-case scenarios (SSP585) between 2015–2050 and 2051–2099. However, in the mitigation-case scenario (SSP126), amorphous silicon (a-Si) technology produces less than a 1% increase in solar PV production, while other technologies produce less than a 1% decrease in solar PV output. The CMIP6 climate model was also used to assess the effects of climate change on global solar radiation (insolation). With the exception of the far-future sequencing period (2050-2099), as the impact of climate change intensifies, there may be a corresponding increase in insolation in the moderate forcing- and strong forcing-case scenarios in all seasons between 2015–2050 and 2051–2099, as well as in the annual resolution. However, under the mitigation-case scenario (SSP126), with the exception of the DJF season during the 2015–2050 and 2051–2099 sequencing periods, impacts of climate change resulted in a maximum decline in insolation of 2.988% in Nigeria. This suggests that solar energy should be Nigeria's primary source of renewable energy and low-carbon economic planning, but Nigeria may not achieve the net-zero energy transition by 2050 if prompt climate mitigation and adaptation measures are not implemented.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
天空完成签到,获得积分10
2秒前
W筠完成签到,获得积分10
2秒前
包子发布了新的文献求助10
3秒前
zzzzz发布了新的文献求助10
3秒前
唠嗑在呐完成签到,获得积分10
4秒前
彭于晏应助段存煜采纳,获得10
4秒前
0077完成签到,获得积分10
4秒前
踏实的紫发布了新的文献求助10
5秒前
老小孩完成签到,获得积分10
7秒前
7秒前
7秒前
8秒前
Sylvia完成签到,获得积分10
8秒前
8秒前
JamesPei应助迷路续采纳,获得10
9秒前
9秒前
10秒前
和蔼的茅草根完成签到,获得积分10
10秒前
在水一方应助含蓄的灰狼采纳,获得10
10秒前
11秒前
12秒前
啦啦啦完成签到,获得积分10
13秒前
YaoHui发布了新的文献求助20
13秒前
汉堡包应助buzz采纳,获得10
13秒前
易海妮发布了新的文献求助10
14秒前
14秒前
科研通AI6.2应助xxx采纳,获得10
14秒前
14秒前
15秒前
cheng发布了新的文献求助10
15秒前
踏实的紫完成签到,获得积分10
15秒前
linman发布了新的文献求助10
16秒前
16秒前
M跃完成签到,获得积分10
17秒前
传奇3应助HarryChan采纳,获得10
17秒前
17秒前
不吃生姜完成签到,获得积分10
18秒前
18秒前
隐形曼青应助包子采纳,获得10
18秒前
图图完成签到,获得积分10
18秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Essentials of Carbohydrate Chemistry and Biochemistry, 4th Edition 800
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
CLSI VET01S-2024 Performance Standards for Antimicrobial Disk and Dilution Susceptibility Tests for Bacteria Isolated From Animals (7th Ed) 500
A Case Study on Hotels as Noncongregate Emergency Living Accommodations for Returning Citizens 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 化学工程 工程类 有机化学 物理 复合材料 生物化学 内科学 细胞生物学 基因 遗传学 免疫学 冶金 光电子学 癌症研究
热门帖子
关注 科研通微信公众号,转发送积分 7764187
求助须知:如何正确求助?哪些是违规求助? 9308406
关于积分的说明 20305620
捐赠科研通 7348813
什么是DOI,文献DOI怎么找? 3314276
关于科研通互助平台的介绍 2463843
邀请新用户注册赠送积分活动 2328387