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Impact of IoT on Renewable Energy 物联网对可再生能源的影响
Pub Date : 2021-10-25 DOI: 10.5772/intechopen.98320
Sivagami Ponnalagarsamy, V. Geetha, M. Pushpavalli, P. Abirami
The emerging computing technology in this era is the Internet of Things. The network of intelligence that bridges various devices, systems located in remote locations together by means of cloud portal. IoT maybe equipped with millions or billions of devices. IoT handles large volume of data, process the huge data and performs useful control actions to make our life safe and simple. IoT evolves Human-human communication with thing-thing communication. IoT applications are not confined to a particular sector. In the fields such as health care, smart homes, industries, transportation, etc., the technology which is more influential is IoT. Energy sectors are now undergoing transformation. The transformation is driven by IOT. Green energy without IoT cannot be imagined in this energy sector. Renewable energy sources will be the major power producers among all the other sources due to the depletion of conventional energy sources. Among the renewable energy sources, Solar and Wind contributes more when compared to geothermal, biomass, etc. Renewable energy power production depends on environmental factors such as temperature, wind speed, light intensity etc. These factors affect the performance of energy conversion in renewable energy sources. Since our future generation will depend only on renewable energy, it becomes necessary for the researchers to integrate IOT to provide reliable and affordable energy. Renewable power generation helps in reducing the toxic level of gases which may be produced by thermal power stations during power generation. IoT brings about changes from generation to transmission to distribution. For example, let us compare the traditional grid with that of the smart grid. In the case of traditional one-way communication exists that is power produced from the power station is transmitted to the customer. The customer has to pay for the energy consumed. But smart grid has two-way communication. The customer has the capability to pay for the energy consumed only and if excess power produced can be transmitted to the grid. IoT helps in analyzing the demand as well the wastage of energy, helps in scheduling the load in order to reduce the cost. The sensors and data sciences with IOT helps in achieving the automation and intelligent operation of renewable energy farms, increases the efficiency and reliability of the farms to meet our future power demand.
这个时代新兴的计算技术就是物联网。智能网络将位于远程位置的各种设备、系统通过云门户连接在一起。物联网可能配备了数百万或数十亿个设备。物联网处理大量数据,处理海量数据并执行有用的控制动作,使我们的生活安全简单。物联网将人与人之间的交流演变为物物之间的交流。物联网应用并不局限于特定领域。在医疗、智能家居、工业、交通等领域,更有影响力的技术是物联网。能源部门正在经历转型。这种转变是由物联网驱动的。在这个能源领域,没有物联网的绿色能源是无法想象的。由于传统能源的枯竭,可再生能源将成为所有其他能源中的主要电力生产者。在可再生能源中,太阳能和风能比地热、生物质能等贡献更大。可再生能源发电取决于环境因素,如温度、风速、光照强度等。这些因素影响着可再生能源的能量转换性能。由于我们的下一代将只依赖可再生能源,因此研究人员有必要整合物联网以提供可靠且负担得起的能源。可再生能源发电有助于减少火电厂在发电过程中可能产生的有毒气体。物联网带来了从发电到输电再到配电的变化。例如,让我们比较一下传统电网和智能电网。在传统单向通信的情况下,从电站产生的电力被传输到客户。顾客必须为所消耗的能源付费。但是智能电网是双向通信的。客户有能力支付所消耗的能源,如果产生的多余电力可以传输到电网。物联网有助于分析需求和能源浪费,有助于调度负载以降低成本。具有物联网的传感器和数据科学有助于实现可再生能源农场的自动化和智能运行,提高农场的效率和可靠性,以满足我们未来的电力需求。
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引用次数: 2
A Thermal and Energy Aware Framework with Physiological Safety Considerations for Internet of Things in Healthcare and Medical Applications 在医疗保健和医疗应用中考虑物联网生理安全的热能和能量感知框架
Pub Date : 2021-08-26 DOI: 10.5772/intechopen.99655
A. Mishra
Healthcare, lifestyle, and medical applications of Internet of Things (IoT) involve the use of wearable technology that employs sensors of various kinds to sense human physiological parameters such as steps walked, body temperature, blood pressure, heart rate and other cardiac parameters. Such sensors and associated actuators can be worn as gadgets, embedded in clothing, worn as patches in contact with the body and could even be implanted inside the body. These sensors are electronic, and any electronic activity during their sensing, processing and wireless transmission is associated with the generation of heat. This dissipated heat can cause discomfort to the subject and has the potential of damaging healthy living tissue and cells. In the proposed work, the author does a performance check on the intrinsic safety aspects of an IoT healthcare network with respect to the functioning of the wireless sensors involved and routing of sensor data samples. The author also suggests an optimized thermal and energy aware framework to address the issue of temperature rise due to processing and data transmission from sensors through signal processing approaches that help in reducing thermal hazards and simultaneously enhancing the network lifetime through energy conservation.
物联网(IoT)的医疗保健、生活方式和医疗应用涉及使用可穿戴技术,该技术使用各种传感器来感知人体生理参数,如步行步数、体温、血压、心率和其他心脏参数。这种传感器和相关的致动器可以作为小工具佩戴,嵌入衣服中,作为贴片佩戴,与身体接触,甚至可以植入体内。这些传感器是电子的,在它们的传感、处理和无线传输过程中,任何电子活动都与热量的产生有关。这种散失的热量会使受试者感到不适,并有可能损害健康的活组织和细胞。在拟议的工作中,作者针对所涉及的无线传感器的功能和传感器数据样本的路由,对物联网医疗网络的固有安全方面进行了性能检查。作者还提出了一个优化的热能和能量感知框架,以解决由于传感器处理和数据传输而导致的温度升高问题,通过信号处理方法有助于减少热危害,同时通过节能提高网络寿命。
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引用次数: 0
IIoT Machine Health Monitoring Models for Education and Training 用于教育和培训的物联网机器健康监测模型
Pub Date : 2021-08-16 DOI: 10.5772/intechopen.99032
Ishwar Singh, S. Hodgins, Anoop Gadhrri, Reiner Schmidt
IoT, IIoT and Industry 4.0 technologies are leading the way for digital transformation in manufacturing, healthcare, transportation, energy, retail, cities, supply chain, agriculture, buildings, and other sectors. Machine health monitoring and predictive maintenance of rotating machines is an innovative IIoT use case in the manufacturing and energy sectors. This chapter covers how machine health monitoring can be implemented using advanced sensor technology as a basis for predictive maintenance in rotating devices. It also covers how sensor data can be collected from the devices at the edge, preprocessed in a microcontroller/edge node, and sent to the cloud or local server for advanced data intelligence. In addition, this chapter describes the design and operation of three innovative models for education and training supporting the accelerated adoption of these technologies in industry sectors.
物联网、IIoT 和工业 4.0 技术正在引领制造、医疗保健、交通、能源、零售、城市、供应链、农业、楼宇和其他行业的数字化转型。旋转机器的机器健康监测和预测性维护是制造业和能源行业中的一个创新 IIoT 用例。本章将介绍如何利用先进的传感器技术实施机器健康监测,以此作为旋转设备预测性维护的基础。本章还将介绍如何从边缘设备收集传感器数据,并在微控制器/边缘节点中进行预处理,然后发送到云端或本地服务器,以实现高级数据智能。此外,本章还介绍了三种创新型教育和培训模式的设计和运行,以支持工业部门加速采用这些技术。
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引用次数: 1
Vehicle Collision Avoidance System Using Li-Fi 使用Li-Fi的车辆防撞系统
Pub Date : 2021-06-16 DOI: 10.5772/INTECHOPEN.98616
P. Mansingh, G. Sekar, T. Titus
In recent times, large numbers of road accidents occurring all over the world are mainly due to collisions between vehicles. More than 1.2 million peoples were died in road accidents in 2019, according to the World Health Organization (WHO). Human safety features are much needed in the manufacturing of vehicles. The proposed method mainly focuses on reducing the number of accidents in our daily lives by avoiding collision between the vehicles. There are several factors corresponding to such difficult conditions that may results in death or disabilities. The causes are sudden loss of concentration of the driver, braking failure and stability issues. These criteria can be reduced only if there is a possibility for communication between the vehicles and the drivers in order to avoid accidents. There are various vehicular communication system models like Dedicated Short Range Communication and Vehicular Ad-Hoc network operating less than 5.9 GHz. These radio frequency based communication also has some limitations such as interference, congested spectrum and security. These drawbacks can be reduced by implementing the Visible Light Communication (VLC) in vehicles. It provides larger bandwidth, security, interference immunity, and high data rate. High speed data transmission and reception can be achieved using visible light based data communication system. This technology is known as Light Fidelity (Li-Fi). This chapter presents the innovative method to evade collision between two vehicles (rear and front). This communication system is cost effective with high speed data rate capabilities.
近年来,世界各地发生的大量道路交通事故主要是由于车辆之间的碰撞。根据世界卫生组织(世卫组织)的数据,2019年有120多万人死于道路交通事故。在车辆制造中,人体安全功能是非常需要的。提出的方法主要是通过避免车辆之间的碰撞来减少我们日常生活中的事故数量。有几个因素与这种可能导致死亡或残疾的困难条件相对应。原因是驾驶员突然失去注意力,刹车失灵和稳定性问题。只有在车辆和驾驶员之间有可能进行通信以避免事故的情况下,这些标准才能减少。车辆通信系统有专用短程通信和低于5.9 GHz的车辆自组织网络等多种模式。这些基于射频的通信也存在干扰、频谱拥塞和安全性等局限性。这些缺点可以通过在车辆中实施可见光通信(VLC)来减少。它具有更大的带宽、安全性、抗干扰性和高数据速率。基于可见光的数据通信系统可以实现高速数据传输和接收。这项技术被称为光保真(Li-Fi)。本章提出了一种创新的避撞方法。该通信系统具有高速数据速率能力,具有成本效益。
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引用次数: 0
The Role of Ubiquitous Computing in the Transformation of the Healthcare System 普适计算在医疗保健系统转型中的作用
Pub Date : 2021-06-03 DOI: 10.5772/intechopen.98303
Ana Lídia C. da S. Moreiralidialenzi@alumni.usp.br
Currently, keeping the financial balance in health services has been a challenge for governments and private companies. Factors such as population aging, medical inflation and the lack of adherence to treatments raise costs and stimulate debates around the world on how to maintain systems’ budget viability. During the last decades, we could observe the phenomenon of computation needing less hardware, becoming more portable and migrating to our offices, pockets, clothing, and finally, to our body, thus allowing us to envision a range of solutions for these problems. The only way for society to offer such quality services and overcome these challenges is through the solutions that the convergence of new technologies brings to us now. The applications of ubiquitous computing have the potential to immensely benefit patients, managers and the society that finances the health system.
目前,保持卫生服务的财政平衡是政府和私营公司面临的一项挑战。人口老龄化、医疗价格上涨和缺乏对治疗的坚持等因素提高了成本,并引发了世界各地关于如何保持系统预算可行性的辩论。在过去的几十年里,我们可以观察到这样的现象:计算需要更少的硬件,变得更加便携,可以移植到我们的办公室、口袋、衣服上,最终移植到我们的身体上,从而使我们能够设想一系列解决这些问题的方案。社会提供这种优质服务并克服这些挑战的唯一途径是通过新技术的融合现在给我们带来的解决方案。普适计算的应用有可能极大地造福病人、管理人员和资助卫生系统的社会。
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引用次数: 0
Internet of Things and Machine Learning Applications for Smart Precision Agriculture 物联网和机器学习在智能精准农业中的应用
Pub Date : 2021-05-07 DOI: 10.5772/INTECHOPEN.97679
R. Sivakumar, B. Prabadevi, G. Velvizhi, S. Muthuraja, S. Kathiravan, M. Biswajita, A. Madhumathi
Agriculture forms the major part of our Indian economy. In the current world, agriculture and irrigation are the essential and foremost sectors. It is a mandatory need to apply information and communication technology in our agricultural industries to aid agriculturalists and farmers to improve vice all stages of crop cultivation and post-harvest. It helps to enhance the country’s G.D.P. Agriculture needs to be assisted by modern automation to produce the maximum yield. The recent development in technology has a significant impact on agriculture. The evolutions of Machine Learning (ML) and the Internet of Things (IoT) have supported researchers to implement this automation in agriculture to support farmers. ML allows farmers to improve yield make use of effective land utilisation, the fruitfulness of the soil, level of water, mineral insufficiencies control pest, trim development and horticulture. Application of remote sensors like temperature, humidity, soil moisture, water level sensors and pH value will provide an idea to on active farming, which will show accuracy as well as practical agriculture to deal with challenges in the field. This advancement could empower agricultural management systems to handle farm data in an orchestrated manner and increase the agribusiness by formulating effective strategies. This paper highlights contribute to an overview of the modern technologies deployed to agriculture and suggests an outline of the current and potential applications, and discusses the challenges and possible solutions and implementations. Besides, it elucidates the problems, specific potential solutions, and future directions for the agriculture sector using Machine Learning and the Internet of things.
农业是我们印度经济的主要组成部分。在当今世界,农业和灌溉是最基本和最重要的部门。在我们的农业产业中应用信息和通信技术,以帮助农学家和农民改善作物种植和收获后的各个阶段,这是一种强制性的需要。它有助于提高国家的国内生产总值。农业需要现代自动化的辅助才能产生最大的产量。最近技术的发展对农业产生了重大影响。机器学习(ML)和物联网(IoT)的发展支持研究人员在农业中实施这种自动化,以支持农民。ML使农民能够利用有效的土地利用、土壤肥力、水位、矿物质不足、防治害虫、修剪发展和园艺来提高产量。温度、湿度、土壤湿度、水位传感器和pH值等遥感传感器的应用将为主动农业提供一个思路,这将显示出应对田间挑战的准确性和实用性。这一进步可以使农业管理系统能够以协调的方式处理农场数据,并通过制定有效的战略来增加农业综合企业。本文重点介绍了应用于农业的现代技术的概况,提出了当前和潜在应用的概述,并讨论了挑战和可能的解决方案和实施。此外,它还阐明了农业部门使用机器学习和物联网的问题,具体的潜在解决方案和未来方向。
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引用次数: 4
A Panglossian Dilemma 一个盲目乐观的困境
Pub Date : 2021-02-01 DOI: 10.5772/INTECHOPEN.95944
C. Bengs
Ambient intelligence is a factual phenomenon of increasing magnitude. It also invites intrigued attention as carrier of meanings. Meanings are produced in a variety of contexts, which are here the focus of attention. In order to analyze contextual narratives and their effects, concepts such as intelligence, optimization, rationale, rationality and ambience are discussed. One meaning of ambient intelligence is its indicative contribution to increased unilateral control of the many by the few. Ethical guidelines may be part of prevailing rhetoric, but their success as a self-controlling factor seems fairly unrealistic. Moral confusion is not only related to artificial intelligence, but to the very essence of modern society.
环境智能是一个日益重要的事实现象。它也会吸引人们的注意力,作为意义的载体。意义是在各种各样的语境中产生的,这是这里关注的焦点。为了分析语境叙事及其效果,本文讨论了智力、优化、理论基础、理性和氛围等概念。环境情报的一个意义是它对少数人单方面控制多数人的指示性贡献。道德准则可能是流行言论的一部分,但它们作为一种自我控制因素的成功似乎相当不现实。道德困惑不仅与人工智能有关,而且与现代社会的本质有关。
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引用次数: 1
期刊
Ubiquitous Computing [Working Title]
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