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Optimizing hybrid ventilation and daylight-linked dimming control for carbon reduction and thermal comfort in a subtropical high-rise office building 优化混合通风和与日光联动的调光控制,在亚热带高层办公楼中实现减碳和热舒适性
Pub Date : 2023-12-11 DOI: 10.1016/j.cles.2023.100096
F.W. Yu, W.T. Ho

The dominant contributors to electricity consumption in existing buildings are air-conditioning and lighting systems. This study aims to optimize hybrid ventilation and daylight-linked dimming control in a subtropical high-rise office building. The objective is to reduce carbon emissions while ensuring thermal and visual comfort. These two strategies can be retrofitted in a typical curtain wall system with vertical windows without encountering any technical limitations. EnergyPlus is used to analyze the impact of these strategies on enhancing thermal comfort and illuminance while achieving electricity savings in the high-rise office building. Based on the typical meteorological year of Hong Kong, using natural ventilation in perimeter zones can reduce the energy use intensity (EUI) by 2.6 to 3.41 % for 30.09 to 34.97 % of total operating hours, depending on window-to-wall ratios (WWRs). Furthermore, daylight-linked dimming control in perimeter zones can reduce EUI by 18.91 % to 21.9 % in the HVAC portion and 8.09 % to 12.25 % in the lighting portion during 91.39 % to 98.28 % of total operating hours. Using daylighting with a high WWR helps reduce 6.31 to 9.21 % in total greenhouse gas emissions. The study also develops a logistic regression model using three climatic variables to predict the natural ventilation status. Overall, the use of daylighting greatly improves the percentage of acceptable predicted mean vote (PMV), with the greatest improvements observed in perimeter zones facing east and west on the middle floors. However, the combined application of both strategies results in a tempered improvement. The novelty of this study lies in providing guidance on suitable WWRs for implementing both strategies to achieve carbon reduction. Moreover, the significance lies in providing a quantitative assessment of how enhanced ventilation and lighting controls contribute to lower carbon emissions while improving thermal comfort.

现有建筑耗电量的主要来源是空调和照明系统。本研究旨在优化亚热带高层办公大楼的混合通风和日光关联调光控制。目标是在确保热舒适和视觉舒适的同时减少碳排放。这两种策略可以在具有垂直窗户的典型幕墙系统中进行改造,而不会遇到任何技术限制。EnergyPlus用于分析这些策略对提高高层办公大楼的热舒适性和照度的影响,同时实现节电。以香港的典型气象年为例,根据窗墙比,在建筑物四周采用自然通风,可使建筑物的能源使用强度在总运行时数的30.09至34.97%内,降低2.6%至3.41%。此外,在总运行时间的91.39%至98.28%期间,周边区域的日光关联调光控制可以将暖通空调部分的EUI降低18.91%至21.9%,将照明部分的EUI降低8.09%至12.25%。使用高水比的采光有助于减少6.31%至9.21%的温室气体排放总量。该研究还开发了一个使用三个气候变量的逻辑回归模型来预测自然通风状况。总的来说,采光的使用极大地提高了可接受的预测平均投票(PMV)的百分比,在中间楼层面向东和向西的周边区域观察到最大的改善。然而,这两种策略的结合应用导致了适度的改善。本研究的新颖之处在于为实施这两种策略以实现碳减排提供了合适的wwr指导。此外,重要的是提供定量评估如何加强通风和照明控制有助于降低碳排放,同时提高热舒适。
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引用次数: 0
Design and performance study of a double-acting collector-assisted absorption cooling system in a hot region 炎热地区双作用集热器辅助吸收冷却系统的设计与性能研究。
Pub Date : 2023-12-09 DOI: 10.1016/j.cles.2023.100099
Soumaila Camara , Aleksandr Borisovich Sulin , Souleymane Coulibaly

The solar cooling system results in a variety of technologies. It is an alternative and economical technology to conventional cooling systems and is environmentally friendly. In this work, a design of a H2O-LiBr absorption chiller driven by a double-acting collector was proposed and studied under thermo-economic, energetic, and exergetic aspects according to Bamako climatic conditions. Higher performance was reached when the generator was operated at 85 °C, a condensing temperature of 40 °C with 8 °C as the evaporation temperature of the working fluid. The annual cooling production of the system was 52.272 MWh and the annual solar energy received on the area of the double-acting collector was 138.778 MWh. The annual energy and exergy efficiencies of the system were 0.39 and 0.025, respectively. The investment cost of the system was 36.9 k€ and the cooling cost was 0.08 €/kWh. Additionally, the simple payback period is approximately 10.4 years.

太阳能冷却系统有多种技术。它是传统冷却系统的替代技术,既经济又环保。在这项工作中,根据巴马科的气候条件,提出了一种由双作用集热器驱动的 H2O-LiBr 吸收式冷却器的设计方案,并对其进行了热经济、能耗和能效方面的研究。当发电机在 85 °C、冷凝温度为 40 °C、工作液蒸发温度为 8 °C的条件下运行时,性能更高。该系统的年制冷量为 52.272 兆瓦时,双作用集热器面积上的年太阳能接收量为 138.778 兆瓦时。系统的年能效和放能效分别为 0.39 和 0.025。该系统的投资成本为 36.9 千欧元,冷却成本为 0.08 欧元/千瓦时。此外,简单投资回收期约为 10.4 年。
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引用次数: 0
Assessment of the performance, payback and preferability of residential solar water heaters (SWHs)—A case study in Windhoek, Namibia 住宅太阳能热水器(SWHs)的性能、投资回报和可取性评估--纳米比亚温得和克的案例研究
Pub Date : 2023-12-07 DOI: 10.1016/j.cles.2023.100095
Petja Dobreva , Nicholas Kwarikunda

The utilisation of solar water heaters (SWHs) even in sunny locations remains low. Most previous studies used assumptions or modelling and simulation software to assess the techno-economic performance of SWHs and unravel the reasons. In this study, real-life data on domestic thermosiphon SWHs, operating in the large solar resource city of Windhoek, Namibia, were used to assess the performance. A novel payback model, based on non-financial variables, was proposed. With this model, the impact on payback time of solar fraction (SF), temporal mismatch between energy supply and energy demand, and other operational factors was quantified. The results show that despite the good thermal performance, the energy savings of the SWHs were limited by the temporal mismatch between energy supply and demand.

The payback periods of the SWHs, obtained with the net-present-value (NPV) financial approach, ranged between 11.6 and 13.5 years. The predictions of the developed model agreed well with the payback periods obtained with the financial approach. Fully paid upfront SWHs provided high return on investment (8 - 11%) while loan financed SWHs had negative return on investment and their payback periods stretched beyond the lifetime of the systems.

The decision making process in the choice of domestic water heating option was also analysed. The results showed that the choice was governed by the initial cost, disadvantaging the pricey SWHs, despite their potential for high returns, but favouring the cheap to acquire yet costly to operate electric water heaters (EWHs). The preferability of SWHs increased notably when their purchase price dropped to the price which guarantees a payback time of five years.

即使在阳光充足的地方,太阳能热水器(SWHs)的利用率仍然很低。以前的大多数研究都是通过假设或建模和模拟软件来评估太阳能热水器的技术经济性能并揭示其原因。在本研究中,使用了在纳米比亚太阳能资源大城市温得和克运行的家用热虹吸式太阳能热水器的实际数据来评估其性能。基于非财务变量,提出了一种新的投资回报模型。利用该模型,对太阳光分量(SF)、能源供应与能源需求之间的时间不匹配以及其他运行因素对投资回收期的影响进行了量化。结果表明,尽管太阳能热水器具有良好的热性能,但其节能效果却受到了能源供需时间不匹配的限制。采用净现值(NPV)财务方法得出的太阳能热水器投资回收期在 11.6 年至 13.5 年之间。所开发模型的预测结果与财务方法得出的投资回收期非常吻合。全额预付的 SWHs 投资回报率较高(8%-11%),而贷款融资的 SWHs 投资回报率为负,其投资回收期超过了系统的使用寿命。结果表明,选择取决于初始成本,尽管价格昂贵的 SWHs 有可能获得高回报,但不利于 SWHs,而有利于购置成本低但运行成本高的电热水器(EWHs)。当特制热水器的购买价格下降到保证五年收回成本的价格时,特制热水器的可取性明显增加。
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引用次数: 0
Soiling loss in solar systems: A review of its effect on solar energy efficiency and mitigation techniques 太阳能系统中的污损:对太阳能效率的影响及缓解技术综述
Pub Date : 2023-12-03 DOI: 10.1016/j.cles.2023.100094
Michael L. Adekanbi , Ezekiel S. Alaba , Toluwalope J. John , Tomi D. Tundealao , Titilope I. Banji

To address the need for enhancing the efficiency and harnessing the full potential of solar energy systems, this research aims to investigate mitigating solar energy losses, thereby contributing to the global transition towards renewable energy. A major impediment to solar panel efficiency is soiling, a phenomenon that causes significant decline in performance. This review sheds light on the pronounced impact of soiling, particularly emphasizing the exacerbated effects in arid and semi-arid regions, where solar irradiance is abundant, and the untapped solar energy potential is immense. This review provides an extensive discussion on soiling by specifically building on the research gaps identified by previous reviews. The effect of soiling on the efficiency and the adoption of solar systems in conjunction with the state-of-the-art cleaning techniques that can help reduce or eliminate dirt deposition on the surface of solar panels were comprehensively discussed. This work establishes that incorporating advanced cleaning measures like electrodynamic screen into solar system design has huge potential to reduce soiling, but have high cost implications, potentially rendering these systems financially prohibitive for some individuals and contributing to the low rate of solar energy adoption. Therefore, there is a need to further research commercially viable and cost-effective solutions.

为了解决提高太阳能系统效率和充分利用太阳能系统潜力的需要,本研究旨在研究减少太阳能损失,从而为全球向可再生能源的过渡做出贡献。太阳能电池板效率的一个主要障碍是污染,这种现象会导致性能显著下降。这篇综述揭示了污染的显著影响,特别强调了在太阳辐照度丰富、太阳能潜力巨大的干旱和半干旱地区的加剧影响。这篇综述提供了关于污染的广泛讨论,具体建立在以前综述确定的研究差距上。全面讨论了污染对效率的影响以及太阳能系统的采用,并结合最先进的清洁技术,可以帮助减少或消除太阳能电池板表面的污垢沉积。这项工作表明,将先进的清洁措施(如电动屏幕)纳入太阳能系统设计中,在减少污染方面具有巨大的潜力,但成本高,可能会使这些系统在经济上对一些人望而却步,并导致太阳能采用率低。因此,有必要进一步研究商业上可行且具有成本效益的解决方案。
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引用次数: 0
Methanolysis of African pear seed oil catalyzed with acid activated empty palm fruit bunch ash: Optimization and sensitivity analysis 用酸性活化空棕榈果束灰催化非洲梨籽油的甲醇分解:优化和敏感性分析
Pub Date : 2023-12-01 DOI: 10.1016/j.cles.2023.100093
Okwudili E. Umeagukwu , Dominic O. Onukwuli , Callistus N. Ude

This study investigated the catalytic effect of acid activated empty palm fruit bunch ash (AAEPFBA) on the transesterification reaction of Africa pear seed oil (APSO), optimization of the process and sensitivity analysis. The AAEPFBA was synthesized from waste palm fruit bunch, and modified. The activation was best achieved by adding H3PO4 acid in a ratio of 1:2 (g/ml). The modification of the catalyst increased the alkaline properties and surface area and decreased the particle size and adsorption energy. The biodiesel produced was characterized and compared with standard properties for its application Comparing the three models prediction using response surface methodology (RSM), rsm-genetic algorithm (RSM-GA) and artificial neural network (ANN), the RSM-GA model values of the process variables at temperature of 61.21°C, reaction time of 3.3 h, 10.3:1 methanol/oil molar ratio, 3.16wt% catalyst concentration, and agitation speed of 320.51 rpm gave an experimental optimal yield of biodiesel of 90.1 %. In addition, the RSM, RSM-GA and ANN statistical percentage errors (SPE) are 0.64, 0.06, and 0.29, respectively with RSM-GA having the best prediction of biodiesel yield. The novel model analysis of the process variables connection weight values of MATLAB R2015a shows that the catalyst has the highest percentage (40.7 %) of relative impact on the yield of biodiesel while the methanol/oil ratio has the least percentage contribution less than 5 %. The overall result shows that the catalyst EPFBA activated with phosphoric acid presently has high potential over other catalysts in converting APSO to biodiesel, and the application of RSM-GA tool predict the require values of the variables for maximum yield of biodiesel.

本研究探讨了酸活化空棕榈果束灰(AAEPFBA)对非洲梨籽油(APSO)酯交换反应的催化作用、工艺优化和灵敏度分析。AAEPFBA 由废弃棕榈果串合成,并经过改性。以 1:2 的比例(克/毫升)加入 H3PO4 酸,活化效果最佳。对催化剂的改性增加了其碱性和表面积,减小了粒径和吸附能。在温度为 61.21°C、反应时间为 3.3 小时、甲醇/油摩尔比为 10.3:1、催化剂浓度为 3.16wt%、搅拌速度为 320.51 rpm 的条件下,RSM-GA 模型的工艺变量值为 90.1%。此外,RSM、RSM-GA 和 ANN 的统计百分比误差(SPE)分别为 0.64、0.06 和 0.29,其中 RSM-GA 对生物柴油产量的预测效果最好。对 MATLAB R2015a 的过程变量连接权重值进行的新模型分析表明,催化剂对生物柴油产量的相对影响百分比最高(40.7%),而甲醇/油比率的影响百分比最低,小于 5%。总体结果表明,与其他催化剂相比,目前磷酸活化的催化剂 EPFBA 在将 APSO 转化为生物柴油方面具有很大的潜力,而且应用 RSM-GA 工具预测了生物柴油产量最大化所需的变量值。
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引用次数: 0
Domestic and industrial wastewater generation and its energy recovery potential in Bangladesh 孟加拉国的家庭和工业废水产生及其能源回收潜力
Pub Date : 2023-11-13 DOI: 10.1016/j.cles.2023.100092
AKM Khabirul Islam

A sizable amount of wastewater is produced every day. Wastewater treatment is required to safeguard the environment, human health, flora, and aquatic life. However, wastewater treatment is an expensive operation on one hand, but on the other hand, wastewater contains five to ten times the energy needed for treatment in the form of chemical energy. This energy is accessible via biological processes. Wastewater contains potential and kinetic energy in addition to chemical energy, and it can be harnessed to generate hydropower. Any country must have a central inventory of wastewater in order to harvest this energy. To harness renewable energy from wastewater sector, it is necessary to have a central database for wastewater generation with type of wastewater and its parameters. Unfortunately, Bangladesh lacks a reliable inventory of national wastewater generation, composition, and attributes that may be utilized for estimating wastewater's potential energy output. Therefore, the aim of this research is to estimate the annual total domestic and industrial wastewater output in Bangladesh and estimate its energy recovery potentials. To estimate domestic wastewater (DWW) and industrial wastewater (IWW), an income-based estimating technique and industry-based reports/literature, respectively have been used. Few novel technologies, such as up-flow anaerobic sludge blankets (UASB), anaerobic digestion (AD), and micro hydropower plants (MHP), and five scenarios using only half of the total wastewater (DWW & IWW) have been considered for estimating the energy recovery potential of wastewater. For the hydropower evaluation using MHP, the unit total head is assumed, whereas the average chemical oxygen demand (COD) has been considered for the energy potential assessment of the UASB and AD. Techno-economic analysis (TEA) steps have been also discussed. Results indicate that the expected annual output of DWW and IWW is 4874 million m3 /yr. and 452 million m3 /yr., respectively. In terms of energy potential, scenario 2 has the highest (1986 Giga watt-hour equivalent (GWh)/yr.)), followed by scenario 1 (1857 GWh/yr.), scenario 5 (1770 GWh/yr.), scenario 3 (1401 GWh/yr.), and scenario 4 (976 GWh/yr.). This rigorous research will open up new horizons by attracting the attention not only of Bangladeshi researchers, but also of the international community.

每天产生大量的废水。废水处理是保护环境、人类健康、植物群和水生生物所必需的。然而,废水处理一方面是一项昂贵的操作,但另一方面,废水以化学能的形式含有5到10倍于处理所需的能量。这种能量可以通过生物过程获得。废水除了含有化学能外,还含有势能和动能,可以用来发电。任何国家都必须有一个污水的中央库存,以便收集这种能源。为了利用废水部门的可再生能源,有必要建立一个包含废水类型及其参数的废水产生中央数据库。不幸的是,孟加拉国缺乏可靠的全国废水产生、成分和属性清单,这些清单可用于估计废水的潜在能源输出。因此,本研究的目的是估计孟加拉国每年的生活和工业废水总量,并估计其能源回收潜力。为了估算生活废水(DWW)和工业废水(IWW),分别使用了基于收入的估算技术和基于行业的报告/文献。一些新技术,如上流式厌氧污泥毯(UASB)、厌氧消化(AD)和微型水力发电厂(MHP),以及仅使用总废水一半的五种方案(DWW &利用IWW来估算废水的能量回收潜力。利用MHP进行水电评价时,假设机组总扬程,而利用平均化学需氧量(COD)进行UASB和AD的能势评价。还讨论了技术经济分析(TEA)的步骤。结果表明,预计年水能和水能总产能为4874万m3 /年。4.52亿立方米/年。,分别。从能量潜力来看,场景2最大(1986 GWh/yr),其次是场景1 (1857 GWh/yr)、场景5 (1770 GWh/yr)、场景3 (1401 GWh/yr)、场景4 (976 GWh/yr)。这项严谨的研究将不仅吸引孟加拉国研究人员的注意,而且吸引国际社会的注意,从而开辟新的视野。
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引用次数: 0
Assessment of tidal current potential in the Pará River Estuary (Amazon Region – Brazil) par<s:1>河河口(巴西亚马逊地区)潮流势评价
Pub Date : 2023-11-11 DOI: 10.1016/j.cles.2023.100091
Taynan Nacly Abenassiff Azevedo , Maamar El-Robrini , Osvaldo Ronald Saavedra

World energy consumption will grow by almost 50 % between 2018 and 2050, resulting in a 79 % increase in electricity generation over this period. In general, renewable energy has been an important source of electricity generation for several years due to its ability to produce unlimited energy. Among the renewable energies are the oceanic ones, which depend on the resources of the tidal waters and the oceans. Tides are a promising energy source, given their periodicity and predictability, using techniques of harmonic analysis or ocean modeling. The Amazon is a region with multiple sparsely distributed populations, with difficult access to energy. Renewable sources are an alternative to bring energy and development to these communities. This paper focuses on the assessment of the power of tidal currents in the Pará River Estuary (PRE, Brazilian Amazon) as an alternative source of electricity generation in the region. This estuary is characterized by particularities such as not having its own source, it has an extension of 300 km and a depth between 0 and 70 m. The methodology was based on the two-dimensional hydrodynamic model (2DH) of SisBahia. The results show the occurrence of five areas with potential for tidal energy exploitation. Power densities for these areas are in the range of 0.4–0.7 MWh/m2 in a spring and neap tidal cycle. This article demonstrates the relevance of choosing parameterized quantities that do not depend on specific equipment, as well as the importance of an adequate characterization of the hydrodynamic patterns in the PRE, necessary to optimize the use of hydrokinetic energy.

2018年至2050年期间,世界能源消费将增长近50%,导致同期发电量增长79%。总的来说,可再生能源由于其生产无限能源的能力,几年来一直是发电的重要来源。在可再生能源中,海洋能源依赖于潮汐水和海洋的资源。潮汐是一种很有前途的能源,由于其周期性和可预测性,使用谐波分析或海洋建模技术。亚马逊是一个人口稀少的地区,很难获得能源。可再生能源是为这些社区带来能源和发展的另一种选择。本文着重对par河河口(PRE,巴西亚马逊河)潮汐流作为该地区替代发电来源的功率进行了评估。这个河口的特点是没有自己的源头,它的长度为300公里,深度在0到70米之间。方法基于二维水动力模型(2DH)。结果表明,我国有5个具有潮汐能开发潜力的地区。这些地区在春季和小潮周期的功率密度在0.4-0.7 MWh/m2之间。本文论证了选择不依赖于特定设备的参数化量的相关性,以及充分表征PRE中水动力模式的重要性,这对于优化水动能的使用是必要的。
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引用次数: 0
Audit risk of government subsidies in the new energy industry 新能源行业政府补贴的审计风险
Pub Date : 2023-10-14 DOI: 10.1016/j.cles.2023.100089
Wunhong Su, Zhimiao Hu

Green economy has become the world's main goal of economic development in the twenty-first century. The new energy vehicle industry has developed rapidly in a green and low-carbon economy. The government has used subsidies to promote the healthy and efficient development of the new energy vehicle industry in its early development stage. However, due to information asymmetry and the correlation of interests between the government and firms, some new energy vehicle firms have fraudulent behavior to obtain government subsidies. In the face of this fraudulent phenomenon, how should the audit department take corresponding measures to avoid the audit risk of government subsidies for firms, and how can the government face the unknown nature of the development of the emerging industry? The study takes Suzhou Golden Dragon, a new energy automobile firm, as an example to analyze the impact of government subsidies on this automobile firm in recent years and explore the causes of its audit risk and corresponding countermeasures by analyzing the motive and means of its fraudulent behavior, which can play a role in improving the defects of China's government subsidy audit theory and strengthening the rigor of audit practice. By analyzing the fraudulent phenomenon, some reasonable suggestions can be given to the government to promote the healthy and benign development of China's new energy vehicle industry, which can also enrich the means of supporting the development of new industries in the early stage of the future.

绿色经济已成为21世纪世界经济发展的主要目标。新能源汽车产业在绿色低碳经济中快速发展。政府在新能源汽车行业发展初期就利用补贴促进其健康高效发展。然而,由于信息不对称和政府与企业利益的相关性,一些新能源汽车企业存在骗取政府补贴的欺诈行为。面对这种欺诈现象,审计部门应该如何采取相应措施来规避政府补贴企业的审计风险,政府又该如何面对新兴产业发展的未知性?本研究以新能源汽车企业苏州金龙为例,分析了近年来政府补贴对该汽车企业的影响,并通过分析其欺诈行为的动机和手段,探讨了其审计风险的产生原因及相应的对策,对完善我国政府补贴审计理论的缺陷,加强审计实践的严密性具有一定的指导意义。通过分析欺诈现象,可以为政府提供一些合理的建议,以促进中国新能源汽车产业的健康良性发展,也可以丰富未来早期支持新产业发展的手段。
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引用次数: 0
Design, optimization, and data analysis of solar-tidal hybrid renewable energy system for Hurawalhi, Maldives 马尔代夫Hurawalhi太阳能-潮汐混合可再生能源系统的设计、优化和数据分析
Pub Date : 2023-09-28 DOI: 10.1016/j.cles.2023.100088
Vikas Khare , Cheshta J. Khare , Miraj Ahmed Bhuiyan

In the modern era, every country work towards sustainable development with the help of effective utilization of renewable energy system. The design and planning of multi-renewable energy system networks for Hurawalhi, Maldives, with an approximate 450.09 KW load, is proposed in this study. The first resource assessment for solar radiation, wind velocity, and the tidal range is done through linear regression and decision tree-based data analysis. Design of the system is done through the HOMER software, where the electricity production (KWh/Year) through the solar and tidal systems are 1,401,086 and 197,509, respectively. The energy generation through the proposed system is 1593.6 kWh/day (Baseline) and 2424.25 (Scaled). Cost optimization is done through the Chaotic Particle Swarm Optimization and Cuckoo Optimization techniques. Further survival measurement is done through the logrank and probit analysis.

在现代,每个国家都在有效利用可再生能源系统的帮助下努力实现可持续发展。本研究提出了马尔代夫Hurawalhi多可再生能源系统网络的设计和规划,负载约为450.09KW。通过线性回归和基于决策树的数据分析,首次对太阳辐射、风速和潮差进行了资源评估。该系统的设计是通过HOMER软件完成的,其中太阳能和潮汐系统的发电量(千瓦时/年)分别为1401086和197509。拟建系统的发电量为1593.6 kWh/天(基线)和2424.25(按比例)。成本优化是通过混沌粒子群优化和布谷鸟优化技术来实现的。通过logrank和probit分析进行进一步的生存测量。
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引用次数: 0
Prediction of tidal energy resources at Gulf of Kutch and Gulf of Khambhat by data mining 利用数据挖掘预测库奇湾和坎巴特湾的潮汐能资源
Pub Date : 2023-09-27 DOI: 10.1016/j.cles.2023.100090
Vikas Khare , Cheshta Jain Khare , Miraj Ahmed Bhuiyan

In the present scenario of renewable energy, there is growing interest in harnessing tidal energy resources in India. Converting the energy through the tidal range into electricity has the advantages of being predictable, yet the tidal range resources of India is largely unquantified. This paper shows possible tidal energy resources at Gulf of Kutch and Gulf of Khambhat. A detailed analysis to be done through the Logistic Regression, Linear Discriminant Analysis, K-Nearest Neighbor, Naïve Bayes, Support Vector Machine. Regression analysis is used to create the relationship between power generation and tidal range for different basin areas of different location. Other methods are used for the to identify the accuracy and validation of the results. In this paper the five potential locations of Gulf of Kutch are Okha, Sikka, Rozi, Kandla and Navlakhi, on the other hand five potential locations of Gulf of Khambhat are Daman, Hazira, Bhavnagar, Pipavav and Diu. In this analysis also identify possible power generation at all the location with probable basin areas. The possible basin areas at all the locations are 5 × 106 m2, 7 × 106 m2, 10×106 m2, 12×106 m2. It is find out, in the Gulf of Kutch the maximum tidal range at Okha, Sikka, Rozi, Kandla and Navlakhi are 8.88 m, 9.41 m, 7.97 m, 8.88 m and 8.07 m respectively. In the gulf of Khambhat the maximum tidal range at Daman, Hazira, Bhavnagar, Pipavav and Diu are 8.96 m, 13.14 m, 13.33 m, 13.41 m and 11.56 m respectively.

在目前可再生能源的情况下,印度对利用潮汐能资源的兴趣越来越大。通过潮差将能源转换为电力具有可预测的优势,但印度的潮差资源在很大程度上是不可量化的。本文展示了库奇湾和坎巴特湾可能的潮汐能资源。通过Logistic回归、线性判别分析、K-近邻、朴素贝叶斯、支持向量机进行了详细的分析。回归分析用于创建不同位置的不同流域的发电量和潮差之间的关系。其他方法用于确定结果的准确性和验证。在本文中,库奇湾的五个潜在位置是Okha、Sikka、Rozi、Kandla和Navlakhi,而坎巴特湾的五大潜在位置是Daman、Hazira、Bhavnagar、Pipavav和Diu。在该分析中,还确定了所有可能有流域区域的位置的可能发电量。所有位置的可能流域面积分别为5×106 m2、7×106 m2,10×106 m2和12×106 m2。结果表明,在库奇湾,Okha、Sikka、Rozi、Kandla和Navlakhi的最大潮差分别为8.88m、9.41m、7.97m、8.88m和8.07m。在坎巴特湾,Daman、Hazira、Bhavnagar、Pipavav和Diu的最大潮差分别为8.96m、13.14m、13.33m、13.41m和11.56m。
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Cleaner Energy Systems
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