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Reviewing advancements in privacy-enhancing technologies for big data analytics in an era of increased surveillance 在监控日益加强的时代,审查用于海量数据分析的隐私增强技术的进展情况
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0060
Obinna Donald, Olakunle Abayomi Ajala, Chuka Anthony Arinze, Onyeka Chrisanctus Ofodile, Chinwe Chinazo Okoye, Obinna Donald Daraojimba
In the contemporary landscape of big data analytics, privacy concerns loom large, exacerbated by escalating surveillance measures. This review delves into the advancements of privacy-enhancing technologies (PETs) amidst this era of heightened scrutiny. The review explores the evolving landscape of PETs, highlighting their pivotal role in safeguarding individual privacy while enabling meaningful data analysis. Firstly, the review elucidates the escalating surveillance environment, characterized by ubiquitous data collection practices and the proliferation of sophisticated monitoring mechanisms. Against this backdrop, the imperative for robust privacy solutions becomes evident. Subsequently, the review navigates through the array of PETs, encompassing differential privacy, homomorphic encryption, secure multi-party computation, and federated learning, among others. Each technology is scrutinized for its efficacy in mitigating privacy risks without compromising analytical utility. Furthermore, the review delineates notable applications of PETs across diverse domains, including healthcare, finance, and social media. Case studies exemplify how PETs facilitate data sharing and collaborative analysis while preserving confidentiality and compliance with regulatory frameworks. Moreover, the review examines the challenges hindering the widespread adoption of PETs, such as computational overhead, interoperability issues, and regulatory ambiguities. Strategies for overcoming these hurdles are elucidated, encompassing advancements in algorithmic efficiency, standardization efforts, and policy advocacy. The review underscores the pivotal role of PETs in reconciling the imperatives of data analytics with the imperatives of privacy protection amidst escalating surveillance. It emphasizes the necessity for interdisciplinary collaboration among researchers, policymakers, and industry stakeholders to foster the development and deployment of effective PET solutions, thereby ensuring a harmonious balance between data utility and individual privacy rights in the digital age.
在大数据分析的当代环境中,隐私问题迫在眉睫,而不断升级的监控措施又加剧了这一问题。本综述深入探讨了隐私增强技术(PET)在这一高度审查时代的发展。综述探讨了隐私增强技术不断发展的情况,强调了这些技术在保障个人隐私和进行有意义的数据分析方面的关键作用。首先,综述阐明了不断升级的监控环境,其特点是无处不在的数据收集做法和复杂监控机制的扩散。在此背景下,强大的隐私解决方案的必要性变得显而易见。随后,评述浏览了一系列 PET,包括差分隐私、同态加密、安全多方计算和联合学习等。每种技术在降低隐私风险的同时又不影响分析的实用性,对其功效进行了仔细研究。此外,综述还描述了 PET 在医疗保健、金融和社交媒体等不同领域的显著应用。案例研究举例说明了 PET 如何促进数据共享和协作分析,同时维护保密性并遵守监管框架。此外,综述还探讨了阻碍 PETs 广泛应用的挑战,如计算开销、互操作性问题和监管模糊性。综述阐明了克服这些障碍的策略,包括算法效率的提高、标准化工作和政策宣传。综述强调,在监控不断升级的情况下,PET 在协调数据分析的必要性和隐私保护的必要性方面发挥着关键作用。它强调了研究人员、政策制定者和行业利益相关者之间开展跨学科合作的必要性,以促进开发和部署有效的 PET 解决方案,从而确保在数字时代实现数据实用性与个人隐私权之间的和谐平衡。
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引用次数: 0
Development of a two-level parameter access control system 开发两级参数访问控制系统
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0037
FRANCIS CHUKWUDI CHUKWUDI, NASIRU ABDULSALAM
The necessity for safety and security-based systems has grown tremendously in our daily lives, and their significance has also increased notably. These systems are now essential for safeguarding people's homes, workplaces, valuable assets like gold stores, and countless other institutions. However, defense against the possibility of catastrophic incidents such as gas leaks, fire outbreaks, or burglary attempts emphasizes the significance of the same. The development of intelligent electronics and smart microcontrollers has led to a notable surge in technological advancements in recent times. This paper outlines the design of a security system used in managing a multi-level home using the versatile Atmega328 microcontroller board. This management system is designed to operate seamlessly accepting both remote and local control. The results achieved from the proposed system commendably display an admirable level of performance reliability, hence making it suffice for integration within Internet of Things (IoT) applications. This system stands out due to its ability to function independently of various points of failure, which makes it more dynamic and able to hold sustained service. The suggested system's affordability makes it a viable application for a cross-operation of upstream, midstream, and downstream settings, enhancing security and strengthening defenses against floods in different forms that could compromise the security architecture. Hence, the research described in this paper not only portrays a solution with strong security and safety aspects, but also establishes doors for its practical implementation across various circumstances.
在我们的日常生活中,对安全和安保系统的需求与日俱增,其重要性也显著提高。现在,这些系统对保护人们的家庭、工作场所、金店等贵重资产以及无数其他机构的安全至关重要。然而,抵御煤气泄漏、火灾或入室盗窃等灾难性事件的可能性也凸显了其重要性。随着智能电子产品和智能微控制器的发展,近来的技术进步突飞猛进。本文概述了使用多功能 Atmega328 微控制器板管理多层住宅的安全系统的设计。该管理系统旨在实现无缝操作,同时接受远程和本地控制。拟议系统取得的成果显示出令人钦佩的性能可靠性,因此足以集成到物联网(IoT)应用中。该系统能够不受各种故障点的影响而独立运行,这使其更具活力,能够持续提供服务,因而脱颖而出。所建议的系统经济实惠,可用于上游、中游和下游设置的交叉操作,提高了安全性,并加强了对可能危及安全架构的不同形式洪水的防御。因此,本文所描述的研究不仅描绘了一个具有强大安全保障的解决方案,还为其在各种情况下的实际应用打开了大门。
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引用次数: 0
Algorithmic Trading and AI: A Review of Strategies and Market Impact 算法交易与人工智能:策略与市场影响综述
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0054
Wilhelmina Afua Addy, Adeola Olusola Ajayi-Nifise, Binaebi Gloria Bello, Sunday Tubokirifuruar Tula, Olubusola Odeyemi, Titilola Falaiye
This review explores the dynamic intersection of algorithmic trading and artificial intelligence (AI) within financial markets. It delves into the evolution, strategies, and broader market impact of algorithmic trading fueled by AI technologies. Examining the symbiotic relationship between advanced algorithms and AI, the review navigates through the various strategies employed, shedding light on their implications for market efficiency, liquidity, and overall stability. From high-frequency trading to machine learning-driven predictive analytics, this review unveils the multifaceted landscape of algorithmic trading in the era of AI, presenting both opportunities and challenges for financial markets. The review begins by tracing the historical development of algorithmic trading, emphasizing the paradigm shift with the integration of AI. From traditional programmatic trading to the emergence of sophisticated algorithms driven by machine learning and deep learning, the evolution sets the stage for a comprehensive understanding of the subject. An in-depth analysis of diverse algorithmic trading strategies unfolds, covering areas such as trend following, statistical arbitrage, market making, and sentiment analysis. The incorporation of AI introduces adaptive learning capabilities, enabling algorithms to evolve and optimize strategies based on real-time market conditions. Exploring the impact of algorithmic trading on financial markets, the review examines how AI-driven strategies contribute to market efficiency, liquidity provision, and price discovery. It dissects the implications for traditional market structures, regulatory considerations, and the potential risks associated with algorithmic dominance. Acknowledging the transformative power of algorithmic trading with AI, the review critically assesses the challenges and ethical considerations. From algorithmic bias to systemic risks, the review delves into the darker corners of this technological advancement, prompting a reflection on the need for responsible and transparent practices. The review concludes by peering into the future trajectory of algorithmic trading fueled by AI. Anticipated innovations, regulatory responses, and the evolving landscape of financial markets are discussed, offering insights into the ongoing transformation and potential disruptions in the realm of algorithmic trading. In essence, this review provides a nuanced perspective on the intricate relationship between algorithmic trading and AI, offering a comprehensive understanding of their strategies and the transformative impact on financial markets.
本综述探讨了金融市场中算法交易与人工智能(AI)的动态交叉。它深入探讨了由人工智能技术推动的算法交易的演变、策略和更广泛的市场影响。通过研究先进算法与人工智能之间的共生关系,该报告介绍了所采用的各种策略,揭示了它们对市场效率、流动性和整体稳定性的影响。从高频交易到机器学习驱动的预测分析,这篇综述揭示了人工智能时代算法交易的多面性,为金融市场带来了机遇和挑战。综述首先追溯了算法交易的历史发展,强调了与人工智能融合后的模式转变。从传统的程序化交易到机器学习和深度学习驱动的复杂算法的出现,这一演变为全面了解这一主题奠定了基础。本书对各种算法交易策略进行了深入分析,涵盖了趋势跟踪、统计套利、做市和情绪分析等领域。人工智能的融入引入了自适应学习功能,使算法能够根据实时市场条件不断发展和优化策略。本综述探讨了算法交易对金融市场的影响,研究了人工智能驱动的策略如何促进市场效率、流动性提供和价格发现。报告还剖析了算法主导地位对传统市场结构、监管因素和潜在风险的影响。在认识到人工智能算法交易的变革力量的同时,本综述对所面临的挑战和道德考量进行了批判性评估。从算法偏见到系统性风险,评论深入探讨了这一技术进步的阴暗角落,促使人们反思负责任和透明做法的必要性。最后,评述对人工智能推动的算法交易的未来轨迹进行了展望。报告讨论了预期的创新、监管对策以及金融市场不断演变的格局,为算法交易领域正在进行的变革和潜在的破坏提供了见解。从本质上讲,这篇综述从细微处透视了算法交易与人工智能之间错综复杂的关系,提供了对它们的策略和对金融市场的变革性影响的全面理解。
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引用次数: 0
Transforming financial planning with AI-driven analysis: A review and application insights 用人工智能驱动的分析改变财务规划:回顾与应用启示
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0053
Wilhelmina Afua Addy, Adeola Olusola Ajayi-Nifise, Binaebi Gloria Bello, Sunday Tubokirifuruar Tula, Olubusola Odeyemi, Titilola Falaiye
In the ever-evolving tapestry of financial planning, the integration of Artificial Intelligence (AI) emerges as a pivotal force, redefining the contours of strategic decision-making and operational efficiency. This paper delves into the historical progression, current implementations and the multifaceted impact of AI within the financial planning sphere, aiming to unravel the complexities and transformative potential of AI technologies. Through a rigorous examination of peer-reviewed literature and empirical studies, the research meticulously maps the trajectory of AI's integration in finance, from its nascent stages to its current stature as a cornerstone of financial innovation. The study's methodology, rooted in qualitative analysis, systematically explores the enhancements AI brings to financial decision-making, the challenges it poses, including ethical considerations and regulatory compliance and the qualitative shifts in financial strategies engendered by AI adoption. The findings illuminate AI's dual role as both a catalyst for unprecedented efficiency and a harbinger of new challenges, underscoring the need for a balanced approach to its integration. Conclusively, the paper advocates for a harmonious blend of innovation and ethical stewardship, recommending that financial institutions embrace AI's potential while rigorously addressing its challenges through continuous learning, adaptability, and ethical vigilance. The recommendations aim to guide stakeholders through the labyrinth of AI integration, ensuring that financial planning not only becomes more efficient and strategic but also remains equitable and transparent. This study serves as a beacon for future exploration, offering insights into navigating the complexities of AI-driven financial planning.
在不断发展的财务规划领域,人工智能(AI)的融入成为一股关键力量,重新定义了战略决策和运营效率的轮廓。本文深入探讨了人工智能在财务规划领域的历史进程、当前实施情况和多方面影响,旨在揭示人工智能技术的复杂性和变革潜力。通过对同行评议文献和实证研究的严格审查,该研究细致地描绘了人工智能与金融业融合的轨迹,从其初创阶段到目前作为金融创新基石的地位。研究方法以定性分析为基础,系统地探讨了人工智能对金融决策的促进作用、人工智能带来的挑战(包括道德考量和监管合规)以及采用人工智能后金融战略的质变。研究结果阐明了人工智能的双重作用,它既是前所未有的效率催化剂,也是新挑战的预兆,强调了以平衡的方式整合人工智能的必要性。最后,本文倡导创新与道德管理的和谐统一,建议金融机构在拥抱人工智能潜力的同时,通过持续学习、适应性和道德警觉来严格应对其挑战。这些建议旨在引导利益相关者穿越人工智能整合的迷宫,确保财务规划不仅更加高效、更具战略性,而且保持公平和透明。本研究是未来探索的灯塔,为驾驭人工智能驱动的财务规划的复杂性提供了真知灼见。
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引用次数: 5
Bearing capacity and the settlement of foundation on biomodified coastal soil 生物改良沿海土壤的承载力和地基沉降
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0029
Shamshad Alam, Anhar Yousuf Wani
Construction of the foundation on the marine the soil deposit is susceptible to excessive settlement and the construction of foundation is difficult. Although, the most common practice is to construct the raft foundation in these regions even for the low-rise building, excessive settlement can be observed in several building. So, in the present study, laboratory investigations have been done on the marine soil by modifying it with two different type of biopolymer such as Guar gum and Xanthan gum. The geotechnical properties of the soil modified with 1% and 1.5% biopolymer has been evaluated and the obtained properties has been used for settlement analysis. During the settlement analysis, the foundation soil model has been created as layered soil because the top layer has been replaced by biomodified soil. Several combi-nations have been created by varying the thickness of modified soil layer and the type and percentage of modifying agent. The settlement analysis has been performed in the settle 3D software and the biopolymer modification of soil has been found effective in controlling the foundation settlement.
在海洋上建造地基,土壤沉积物容易产生过度沉降,地基建造十分困难。尽管最常见的做法是在这些地区建造筏式地基,即使是低层建筑,但在一些建筑中仍可观察到过度沉降。因此,在本研究中,通过使用两种不同类型的生物聚合物(如瓜尔豆胶和黄原胶)对海洋土壤进行改性,对其进行了实验室研究。对使用 1% 和 1.5% 生物聚合物改良的土壤的岩土特性进行了评估,并将所获得的特性用于沉降分析。在沉降分析过程中,地基土壤模型被创建为分层土壤,因为表层已被生物改性土壤取代。通过改变改良土层的厚度以及改良剂的类型和比例,创建了多个组合土层。沉降分析是在 settle 3D 软件中进行的,结果发现生物聚合物改性土壤能有效控制地基沉降。
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引用次数: 0
Didactic experiment for voltametric determination the complexing capacity of natural waters 用伏安法测定天然水体络合能力的教学实验
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0069
Rita Aparecida Dutra, Maria Isabel Cristina Batista Mayrink, Gabriel Henrique Sperandio, Iterlandes Machado Junior, Alexsandro Antônio Matias, Efraim Lázaro Reis
The titration method can be applied to determine the complexation capacity between metal ions and ligands in natural water samples. The process involves the incremental addition of the metal to the sample containing a specific ligand, resulting in a titration curve that reflects the formation of complexes. The change in the curves slope indicates the saturation of the complexation capacity. In this study, the copper (II) ion was used due to its stability with organic ligands. The titration curve was analyzed to determine the complexation capacity (CC) and conditional formation constant (K) of the complex. Different mathematical treatments are proposed for this analysis. In the described experiment, differential pulse anodic stripping voltammetry was used to determine the complexation capacity of humic substances in natural waters. Experimental parameters such as pH, supporting electrolyte concentration, and volume of additions were previously optimized for the voltammetry technique. The obtained data were processed and analyzed, resulting in titration curves and voltammograms. The analysis of the curves allowed for the calculation of the complexation capacity and conditional stability constant of the formed complex. The results demonstrate the feasibility of the method as a didactic experiment for the voltammetric determination of natural water complexation capacity.
滴定法可用于确定天然水样中金属离子与配体之间的络合能力。在此过程中,向含有特定配体的样品中逐步添加金属,从而形成反映络合物形成的滴定曲线。曲线斜率的变化表明络合能力达到饱和。在本研究中,由于铜 (II) 离子与有机配体的稳定性,因此使用了铜 (II) 离子。通过分析滴定曲线来确定络合物的络合能力(CC)和条件形成常数(K)。针对这一分析提出了不同的数学处理方法。在所述实验中,使用了差分脉冲阳极剥离伏安法来测定天然水中腐殖质的络合能力。实验参数,如 pH 值、支持电解质浓度和添加量,都是之前针对伏安法技术优化过的。获得的数据经过处理和分析,形成滴定曲线和伏安图。通过对曲线的分析,可以计算出形成的络合物的络合能力和条件稳定常数。结果表明,将该方法作为伏安法测定天然水络合能力的教学实验是可行的。
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引用次数: 0
The dimensions of the role of the educator in distance learning environments in covid19 era 19 科维德时代远程学习环境中教育者的角色维度
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0033
Pinelopi Christani, Paraskevi Ioanna Loukeri
The global pandemic that unfolded in recent years has left indelible marks on all aspects of daily life and social interactions. Universally, the prevalent form that dominated the Covid-19 era for the educational process at all levels was the use of teleconferencing and electronic communication tools. Educators of this new era have faced multiple and unexpected changes that have brought about transformations in their roles. For this reason, in Section 2, the multidimensional nature of the educator, as influenced by the pandemic, will be analyzed. Specifically, the second section of the main part will highlight the elements adopted during this period that will continue to shape future educational practices for achieving maximum learning outcomes. In contrast, the third section will address the key challenges faced by educators during the period of changes, as studied in the relevant literature. The fourth section of this work will provide a specific example for discussion, illustrating the difficulties that emerged from the challenges mentioned in the previous section. Finally, useful conclusions will be drawn from the literature review and the analysis of the subject.
近年来发生的全球大流行病在日常生活和社会交往的各个方面都留下了不可磨灭的印记。在 Covid-19 时代,主导各级教育进程的普遍形式是使用远程会议和电子通信工具。新时代的教育工作者面临着多种意想不到的变化,这些变化带来了他们角色的转变。因此,第 2 部分将分析受大流行病影响的教育工作者的多面性。具体而言,主体部分的第二节将强调这一时期采用的要素,这些要素将继续影响未来的教育实践,以实现最大的学习成果。相反,第三部分将根据相关文献的研究,探讨教育工作者在变革时期面临的主要挑战。这项工作的第四部分将提供一个具体的例子供讨论,说明前一部分提到的挑战所产生的困难。最后,将从文献综述和主题分析中得出有益的结论。
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引用次数: 0
The effective support of children with special educational needs in the inclusive school of the new Era; The quality of their clinical profile, the relevant observations of the educator in the classroom and must the assessment of the institutional diagnos 在新时代的全纳学校中为有特殊教育需求的儿童提供有效支持;其临床概况的质量、教育工作者在课堂上的相关观察,以及必须对机构诊断进行评估。
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0031
Pinelopi Christani, Paraskevi Ioanna Loukeri
The present paper constitutes a relatively brief overview of various aspects within a multidimensional and complex scientific field, that of special education. Over the years, this field has been modernized, upgraded, and significantly evolved. An attempt is made to trace the history of special education in Greece and beyond.
本文对特殊教育这一多层面、复杂的科学领域的各个方面进行了相对简要的概述。多年来,这一领域已经实现了现代化、升级和重大发展。本文试图追溯希腊及其他国家特殊教育的历史。
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引用次数: 0
Effectiveness of Alccofine, Zycobond, and Terrasil as Clayey Soil Stabilizer: A review Alccofine、Zycobond 和 Terrasil 作为粘土稳定剂的功效:综述
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0030
Anhar Yousuf Wani, Shamshad Alam
Since the last two decades, India has seen a significant increase in infrastructure development, which has resulted in a rapid increase in pavement construction and structural foundation. Pavements and foundations for structures are generally laid on the soft ground during this process which is highly unfavorable for construction. Clayey soil is a difficult soil to work with because it is cohesive, highly unstable, and prone to volumetric shrinkage, has low shear strength, and is susceptible to moisture. The CBR of these subgrade soils is too low, causing the thickness of the pavement laminas to increase. It creates an undesirable requirement for usage of large number of natural resources. A cost-effective solution would be to convert locally available difficult soil into suitable construction material. So, first method is to ameliorate the properties of the available soil so as to meet the requirements, a process known as soil stabilization. The current study's scope is limited to investigating, the techniques of the stabilization process with respect to the CBR values as the CBR is the most important factor in determining the base material quality for the said purpose. This study compares results from different experiments conducted at different researchers. The effect of Zycobond and Terrasil in combination with Alccofine on clayey soil in various ranges was explored in this paper.
自过去二十年以来,印度的基础设施建设大幅增加,导致路面施工和结构地基迅速增加。在此过程中,人行道和结构地基一般都铺设在对施工非常不利的松软地面上。粘性土是一种难以施工的土壤,因为它具有粘性、极不稳定、易发生体积收缩、抗剪强度低、易受潮等特点。这些基层土的 CBR 太低,会导致路面层的厚度增加。这对使用大量自然资源提出了不可取的要求。一个经济有效的解决方案是将当地现有的难处理土壤转化为合适的建筑材料。因此,第一种方法是改善现有土壤的性质,以满足要求,这一过程被称为土壤稳定化。本研究的范围仅限于调查与 CBR 值有关的稳定化过程技术,因为 CBR 是决定上述目的的基础材料质量的最重要因素。本研究比较了不同研究人员的不同实验结果。本文探讨了 Zycobond 和 Terrasil 与 Alccofine 结合使用对不同范围粘土的影响。
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引用次数: 0
Empowering sustainable power generation: The vital role of power electronics in California's renewable energy transformation 支持可持续发电:电力电子设备在加州可再生能源转型中的重要作用
Pub Date : 2024-02-28 DOI: 10.30574/wjaets.2024.11.1.0058
Idoko Peter Idoko, Onuh Matthew Ijiga, Omachile Akoh, Daniel Obekpa Agbo, Solomon Ileanaju Ugbane, Esther Ene Umama
This paper elucidates the pivotal role played by power electronics in catalyzing the ongoing transformation of California's energy landscape towards sustainability through renewable sources. As California intensifies its efforts to combat climate change and foster energy resilience, the integration of renewable energy technologies becomes paramount. Through a comprehensive analysis, this study unveils the indispensable functions of power electronics in enabling the efficient generation, transmission, and utilization of renewable energy resources. By exploring key renewable energy systems such as solar, wind, and hydro power, and their intricate interactions with power electronics, this research underscores their collective impact on the state's energy transition. Insights garnered from this examination not only shed light on the technical intricacies of renewable energy integration but also inform strategic decision-making for policymakers, utilities, and stakeholders vested in California's sustainable energy future.
本文阐述了电力电子技术在推动加利福尼亚州通过可再生能源实现能源格局可持续发展方面所发挥的关键作用。随着加利福尼亚州加大应对气候变化和提高能源适应能力的力度,可再生能源技术的整合变得至关重要。本研究通过全面分析,揭示了电力电子技术在实现可再生能源的高效发电、传输和利用方面不可或缺的功能。通过探索太阳能、风能和水能等主要可再生能源系统及其与电力电子设备之间错综复杂的相互作用,本研究强调了它们对国家能源转型的集体影响。从这一研究中获得的启示不仅揭示了可再生能源集成的复杂技术,还为政策制定者、公用事业公司和加州可持续能源未来的利益相关者提供了战略决策信息。
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引用次数: 0
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World Journal of Advanced Engineering Technology and Sciences
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