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This document summarizes an issue with the guard wire mismatch on the Discover 125ST motorcycle model. It presents the problem of the gear shift lever becoming sticky due to the wire coming out of the tube in the incorrect position. Two actions were taken to address the problem: 1) The bending die design was modified so that the wire length was corrected from 11mm to 7mm. 2) A reference sample was provided and inspection check points were added to the final inspection checklist. These actions resolved the issue as the percentage of defective gear shift levers dropped from 80% to 0% after implementation.
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Six Sigma is a methodology that aims to reduce defects and variation in processes. It uses a data-driven, five-phase approach called DMAIC (Define, Measure, Analyze, Improve, Control) to optimize processes. Six Sigma defines quality as 3.4 defects per million opportunities. It uses statistical tools and aims for near-zero defect rates through the elimination of defects from processes. Projects are led by Belts (Black, Green, etc.) who are trained in Six Sigma tools and methods.
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Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
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2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
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Embedded machine learning-based road conditions and driving behavior monitoring
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
Literature Review Basics and Understanding Reference Management.pptx
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECT
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
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Recycled Concrete Aggregate in Construction Part II
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官方认证美国密歇根州立大学毕业证学位证书原版一模一样
原版一模一样【微信：741003700 】【美国密歇根州立大学毕业证学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
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6:个人职称评审加20分
7:个人信誉贷款加10分
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5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
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22CYT12-Unit-V-E Waste and its Management.ppt
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precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
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Understanding Inductive Bias in Machine Learning
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
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Generative AI leverages algorithms to create various forms of content
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fta.ppt
- 1. Problem Title - Sari guard wire mismatch Model-D125ST Slide No : 1 Model Y/N Vendor Platina 100 X M/S Aurangabad electrical Ltd Unit –N1 Discover 125 X Discover 150 X Discover 125ST √ Discover 100 (D-104) X Discover 100 (D-105) X APPLICABILITY MATRIX
- 2. Slide No : 2 EXPLANATION OF PROBLEM Problem - Gear shift lever sticky. Physical Phenomena -Wire come out from tube matching position S. No. Observations 1. Wire come out from tube matching position 2. Gap between wire bending radius & tube outer dia INITIAL OBSERVATIONS TEAM Detail illustration/Pictorial view/Drawings Wire come out from tube matching position
- 3. Slide No : 3 DEFECTIVE GSL BEFORE ACTION 80% 80% 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 Aug.12 Sept.12
- 4. FTA Slide No : 4
- 6. Slide No : 5 Sl. No Action Target date Resp. Remark 1 Die Design modified & wire length get corrected Observed 7.00mm in-place of 11.0mm 21.10.2012 PDPL-Mr. Rajesh AEL-Mr. Narendra Continue 2 Reference sample provided & check point added in final inspection check sheet 15.10.2012 Mr. Negi Completed ACTION TAKEN –Process/Product/System side
- 7. Slide No : 7 DEFECTIVE GSL AFTER ACTION 80% 0% 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 Before Correction After Correction
- 8. Bending die design not adequate causing more length of wire (11.00mm) Die Design modified & wire length get corrected Observed 7.00mm in-place of 11.0mm
- 10. PREPARED BY- Trouble Cases Improvement cases Basic Knowledge Classific ation Date of Preparation ONE POINT LESSON Theme Metal Man Micro Turner ,Pant Nagar Prepared by 22/08/12 गियर चेन्ज लीवर क े चेगक िं ि पॉइिंट्स(Bush ID Undersize)) APPROVED BY- Babita Joshi Bush ID Pin Gauge ls provided (100 %Pin Gauge qualify ) Customer Complaint Not Ok Ok Format No.: MMT/QA/F060 Rev. No. : 00 Eff. Date : 1.04.12 Slide No : 10
- 11. Reference sample provided at final inspection stage & check point updated in SOP
- 12. Thank You Slide No : 12