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Crop Prediction System using Machine Learning 使用机器学习的作物预测系统
Pub Date : 2019-05-01 DOI: 10.21090/ijaerd.rtde07
Miss Vaishali Patil, Pro.Sachin Deshpande
Looking at the current situation faced by farmers, we have observed that there is an increase in suicide rate over the years. The reasons behind this situation are weather conditions, debt, family issues. Sometimes farmers are not aware about the crop which suits their soil quality, soil nutrients and soil composition and rain fall value. The work proposes to help farmers check the soil quality depending on the analysis done based on data mining approach. Thus the system focuses on checking the soil quality and rainfall value to predict the suitable crop for cultivation and that can maximize the crop yield by using machine learning algorithm like decision tree algorithm and SMA. Keywords— Soil, Crop, Machine learning, Predication, SMA
看看农民面临的现状,我们发现近年来自杀率呈上升趋势。这种情况背后的原因是天气状况,债务,家庭问题。有时农民不知道哪种作物适合他们的土壤质量、土壤养分、土壤成分和降雨量。该研究建议通过基于数据挖掘方法的分析来帮助农民检查土壤质量。因此,系统的重点是通过检查土壤质量和降雨量来预测适合种植的作物,并通过决策树算法和SMA等机器学习算法来最大化作物产量。关键词:土壤,作物,机器学习,预测,SMA
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引用次数: 40
Smart Shopping Robot for Supermarkets using Dijkstra’s Algorithm with user Interface 基于Dijkstra算法的超市智能购物机器人与用户界面
Pub Date : 2019-05-01 DOI: 10.1201/9780429353628-26
Steven Johnson, Nithin Issac, Midhun Vm, A. Mathew, S. Mathew
The growing trend and requirement of robots assisting humans in their surroundings have been explored considerably. Recently, the area of autonomous mobile robots increased the demand for various types of applications such as enhancing the physical mobility of elders, assisting in the transportation of products, and providing precise information for the user in a more intelligent manner. Moreover, some studies have addressed the idea of developing intelligent shopping robots. These robots are designed and developed to interact with customers. This paper presents an intelligent shopping robot. The main features of the robot are that it will display product information, estimated time required to collect the products, and it will collect all the products which are ordered. This intelligent shopping robot gives priority to improve space utilization, increase energy conservation, effective time management and the automation of existing supermarkets without an additional expensive renovation. IndexTerms Pick and Place, Line Following, Mobile Robot, Path Planning, Wireless Communication.
对机器人在其周围环境中辅助人类的发展趋势和需求进行了大量的探讨。最近,自主移动机器人领域增加了对各种类型应用的需求,例如增强老年人的身体机动性,协助产品运输,以及以更智能的方式为用户提供精确的信息。此外,一些研究已经解决了开发智能购物机器人的想法。这些机器人的设计和开发是为了与客户互动。本文介绍了一种智能购物机器人。机器人的主要特点是它会显示产品信息,估计收集产品所需的时间,并会收集所有订购的产品。这种智能购物机器人优先考虑提高空间利用率,增加节能,有效的时间管理和现有超市的自动化,而无需额外的昂贵装修。拾取和放置,线路跟踪,移动机器人,路径规划,无线通信。
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引用次数: 0
Nipah Virus Using Restricted Boltzmann Machine 尼帕病毒使用受限玻尔兹曼机
Pub Date : 2019-05-01 DOI: 10.1007/978-981-15-5421-6_47
Velpula Sandhya Raniand, Dr.Havalath Balaji
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引用次数: 0
Seismic Response Reduction of RC Frame Staging in Elevated Water Tank 高架水箱钢筋混凝土框架台架抗震减震研究
Pub Date : 2019-03-01 DOI: 10.1007/978-981-15-6463-5_7
Sakshi A Manchalwar, V. Verghese
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引用次数: 0
Equitable Power Domination Number of Generalized Petersen Graph, Balanced Binary Tree, and Subdivision of Certain Graphs 广义Petersen图、平衡二叉树及某些图的细分
Pub Date : 2019-01-01 DOI: 10.1007/978-981-33-4646-8_16
A. Parthiban, S. Priya
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引用次数: 0
Effectiveness of Multimedia Package for Enhancing Achievement in Computer Science among XI Standard Students
Pub Date : 2018-12-01 DOI: 10.2139/ssrn.3347562
P. Indira, K. Dhanalakshmi
In the current age of science and technology world become vital changing rapidly. The life of human being has changed as it was in the past. The educational skills consider the effective use of technological tools in teaching and learning. The current study is an attempt to find out the effectiveness of Multimedia package over the traditional method of teaching on the achievement of computer science among higher secondary school students. The sample consisted of 60 higher secondary Computer science students. The results of T-test analysis of the post-test mean achievement test revealed that there was a statistically significant difference between achievement level of computer science students of control group and experimental group. Analysis of the data exposed that students taught through the Multimedia instructional package performed better than those who were taught through existing method of teaching.
在当今科技时代,世界变得至关重要,变化迅速。人类的生活已经改变,因为它是在过去。教育技能考虑在教学和学习中有效地使用技术工具。本研究旨在探讨多媒体教学包相对于传统教学方法对中学生计算机科学成绩的影响。样本包括60名高中计算机科学专业的学生。后验平均成绩检验的t检验分析结果显示,控制组与实验组计算机科学专业学生的成绩水平有统计学差异。数据分析表明,通过多媒体教学包教学的学生比通过现有教学方法教学的学生表现更好。
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引用次数: 1
IoT Based E-Health Care System for Telemedicine 基于物联网的远程医疗电子医疗系统
Pub Date : 2018-11-01 DOI: 10.1166/jctn.2020.8413
P. Chellapandi, A SarathV, R. Subash
The Technological and economical advancement needs enhanced healthcare system. Telemedicine healthcare system provides the provision of medical treatment from a remote distance. The telemedicine research and product development has embarked immense growth during the past decade primarily due to tremendous technological advancement in automation. The aim of IoTbased health care system is to ensure and increase the welfare of patients and the quality of life in rural areas. In this paper we present a low cost Health sensor platform and sugar level without blood for rural health monitoring with a well-structured and secure interface between medical experts and Cellular and WLAN for sharing of important medical parameters. In our proposed and implemented model we developed separate interface for medical experts and medical server, Caregiver, Emergency other then physician and introduced a new algorithm for implementation. Features like live video streaming, automatic prescription generation and push notification to allotment are included. The prototype is used for trial under the supervision of medical experts and the data are compared with standard test done in pathological laboratory. The result is satisfactory with good level of acceptance.
科技和经济的发展需要加强医疗保健体系。远程医疗保健系统提供远程医疗服务。在过去的十年中,远程医疗的研究和产品开发取得了巨大的增长,主要是由于自动化技术的巨大进步。基于物联网的医疗保健系统的目标是确保和提高农村地区患者的福利和生活质量。在本文中,我们提出了一种低成本的健康传感器平台和无血血糖水平,用于农村健康监测,医学专家与蜂窝和WLAN之间具有结构良好和安全的接口,用于共享重要的医疗参数。在我们提出和实现的模型中,我们为医疗专家和医疗服务器、护理人员、急诊人员以及医生开发了单独的接口,并引入了一种新的实现算法。包括直播视频流、自动处方生成和分配推送通知等功能。样机在医学专家的监督下进行试验,并与病理实验室的标准试验数据进行比较。结果令人满意,接受度高。
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引用次数: 0
Cloud Computing: A Review 云计算:综述
Pub Date : 2018-10-01 DOI: 10.5121/ijfcst.2016.6106
S. Rampal, G. Kumar
Cloud computing is the next step on the path to more efficient use of computing resources which is a mixture of the new ideas, technology and delivery models. This means that access to infrastructure such as servers, software, and data center space or network equipment; a computing platform and solution stack are all delivered cheaply and efficiently over the Internet. All of this is available instantly on demand and is billed according to usage or subscription, just like for any other utility. In this paper, we have discussed the concept of cloud computing along with types, benefits, limitations and applications.
云计算是通往更有效地利用计算资源的道路上的下一步,它是新思想、新技术和交付模式的混合体。这意味着访问服务器、软件和数据中心空间或网络设备等基础设施;计算平台和解决方案堆栈都是通过Internet廉价而高效地交付的。所有这些都可以立即按需提供,并根据使用情况或订阅收费,就像任何其他实用程序一样。在本文中,我们讨论了云计算的概念以及类型、优点、限制和应用。
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引用次数: 9
Design and Fabrication of Stair Climbing Trolley 爬楼梯小车的设计与制造
Pub Date : 2018-09-01 DOI: 10.37896/sr8.4/022
B.Ravindar
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引用次数: 10
GSM BASED PREPAID ENERGYMETER GSM预付费电能表
Pub Date : 2018-07-01 DOI: 10.21090/ijaerd.03047
Dr.G.VenkateswarluAkhib Khan Bahamani M.Suneetha
In recent years many attempts have been made to design the energy meter with instant billing technique but till now the designed energy meters are not efficient and do not provide replacement. Now-a-days the numbers of Electricity consumers are increasing in great extent. It is hard to handle and maintain the power due to growing requirements. Maintenance of the power is an important task as the human operator goes to consumer’s house and produces the bill as per the meter reading. This paper presents a prepaid energy meter to facilitate energy consumption measurement and to know consumer’s maximum demand. The prepaid energy meter concept is shown by Proteus software simulation. The major components are Arduino microcontroller, Voltage and Current transformer, LCD, Relay and a load. Electricity has become one of the basic requirements for people and widely used for domestic, industrial and agricultural purposes The energy billing system used nowadays are lab our and time consuming. Errors are inevitable at every stage of billing, some are human errors while noting down the meter readings, errors while processing the paid bills and the due bills. There is no proper way to know the consumer's maximum demand, usage details. This paper demonstrates the use of prepaid energy meter system. If we use this system it will be beneficial for the consumer to manage power. It is easy to operate and cost effective. Another advantage of the prepaid system is that the human errors in taking meter readings and processing bills can be reduced to a large extent. IndexTerms Prepaid Energy Meter, Atmega32, Sim 900, LCD, embedded system _____________________________________________________________________________________
近年来,人们对采用即时计费技术的电能表进行了许多设计尝试,但目前设计的电能表效率不高,且不提供更换。如今,电力消费者的数量在很大程度上增加。由于不断增长的需求,很难处理和维护电力。维护电力是一项重要的任务,因为人工操作员到用户家中并根据电表读数产生账单。本文提出了一种预付费电能表,方便计量能源消耗,了解用户的最大需求。通过Proteus软件仿真展示了预付费电能表的概念。主要由Arduino单片机、电压电流互感器、LCD、继电器和负载组成。电力已成为人们的基本需求之一,广泛应用于家庭、工农业等领域。在计费的每个阶段,错误都是不可避免的,有些是记录电表读数时的人为错误,有些是处理已付账单和到期账单时的错误。没有合适的方法来了解消费者的最大需求、使用细节。本文对预付费电能表系统的使用进行了论证。如果我们使用该系统,将有利于用户的电力管理。操作简单,性价比高。预付费系统的另一个优点是可以在很大程度上减少抄表和处理账单的人为错误。Atmega32 IndexTerms预付费电度表,Sim卡900,LCD,嵌入式系统 _____________________________________________________________________________________
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引用次数: 0
期刊
Journal of emerging technologies and innovative research
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