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Using Milliken Concrete Cloth for pond slope stabilization
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This document discusses concrete cloth, a flexible concrete-impregnated fabric that hardens when hydrated. It was developed by a British engineering company to provide a rapidly deployable emergency shelter. When hydrated, concrete cloth forms a thin, durable, waterproof and fire-resistant concrete layer. It has a variety of uses in construction and infrastructure projects due to its strength, flexibility, and ease of installation. Concrete cloth can be cut, joined, painted, and installed using common tools and techniques.
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This document discusses concrete cloth, a flexible concrete-impregnated fabric that hardens when hydrated. It was developed by a British engineering company to provide a rapidly deployable emergency shelter. When hydrated, concrete cloth forms a thin, durable, waterproof and fire-resistant concrete layer. It has a variety of uses in construction and infrastructure projects due to its strength, flexibility, and ease of installation. Concrete cloth can be cut, joined, painted, and installed using common tools and techniques.
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Feel free to share this presentation if you find it useful, and subscribe on our website for more information about tendering.
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No need to replace with Milliken Infrastructure. Our Geospray system can be centrifugally cast into any large diameter storm and sanitary sewer system (can also be hand sprayed for unique shapes and bends) - please email steve.neschleba@milliken.com for more info or if you would like a lunch presentation at your office.
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1) The document discusses various aspects of a construction contract such as tender documents, tender process, acceptance of tenders, contract documents, conditions of contract, and termination of contract.
2) Key elements of tender documents are the notice inviting tenders, tender forms, schedules, specifications, drawings, conditions of contract, and other required information. The tender process involves opening and scrutinizing tenders, preparing a comparative statement, and accepting the tender.
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learn the 4 types of underwater concreting techniques and also short description how geogrid sheets are placed in soil reinforcement techniques
Top 10 - Tips for Tenders + RFPs
Ever seeking shortcuts to running your RFP? We've pulled together the TOP 10 TIPS for writing tenders & RFPs. Because tendering can be complex and often time-consuming, we've condensed down what you need to know in order to run a perfect procurement process. After reading this short set of slides, you'll be well on your way to securing savings from your tender!
Do not let tendering get the better of you! Flick through these slides for a quick summary of how to get the best negotiation tips for your tender process. This will effectively answer for you: "how to write a tender document".
Feel free to share this presentation if you find it useful, and subscribe on our website for more information about tendering.
Cc lining
Concrete Cloth provides protection of culvert inverts by fastening the material to areas experiencing abrasion. It forms a new wearing surface and can prevent further damage. While Concrete Cloth extends the life of drainage structures, regular inspections are still needed. Pipes should be cleaned prior to installation, and minor repairs may be required. Concrete Cloth uses a cement composition making it durable, with abrasion resistance similar to or greater than concrete. Its fiber reinforcement prevents it from disintegrating like concrete during wear. Proper thickness should be selected based on the abrasion environment and a 25-year design life is estimated.
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The document discusses the potential for geopolymer concrete to reduce CO2 emissions from the concrete industry. Geopolymer concrete is made from industrial byproducts like fly ash rather than Portland cement, and can offer benefits like higher strength, fire resistance, and durability while reducing CO2 by up to 90% compared to ordinary Portland cement concrete. The document outlines the production process of geopolymer concrete and its advantages over traditional concrete, as well as opportunities for its future use in infrastructure projects.
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The document discusses the tender process for construction projects. It involves project definition, selecting tenderers, issuing tender documentation, criteria for selection, calling for tenders, tender meetings, amendments, submission and closing, tender analysis of work experience, price, company finances and personnel, ongoing projects, and conformity to conditions. Selection criteria include conformity, capability, innovation, price and construction period. Tenders can be rejected for noncompliance, incomplete details, too high or low prices, too much work in progress, insufficient finances, or unsatisfactory records.
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* The group pile consists of 3x4 piles in layered saturated clay
* The piles are square, 14 in. x 14 in.
* Center-to-center spacing is 35 in
* Groundwater table coincides with ground surface
* To calculate consolidation settlement:
1) Use 2:1 method to determine average stress increment in each clay layer
2) Calculate settlement in each layer using consolidation theory
3) Sum settlements in all layers
I do not have enough information provided to calculate the actual settlement values. The process involves breaking down each clay layer, determining average stress increase, and using consolidation theory equations which require soil properties that are not given.
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The document discusses the design of reinforced concrete columns. It provides formulas to calculate the nominal capacity of concentrically loaded columns based on steel ratio and material strengths. Minimum and maximum steel ratios of 1-8% are recommended, with a reasonable range of 1-3%. Clear cover requirements of 40-75mm are outlined depending on soil contact. Tie design considerations include bar diameter, shape, and longitudinal spacing. Spiral reinforcement provides increased ductility and the document discusses formulas for calculating confined concrete strength based on spiral ratio and properties. Minimum spiral ratios and pitch requirements are also provided.
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A pile cap is a reinforced concrete slab that connects a group of piles and transfers load from structures like walls or columns to the piles. It is designed to distribute load equally to the piles. This document discusses design considerations for pile caps including shape, depth, reinforcement, assumptions in design, and design methods. Pile caps can be designed using truss theory for closely spaced piles or beam theory for piles spaced further apart. Reinforcement is proportioned to resist bending moments, shear forces, and prevent bursting. Pile cap size depends on pile diameter and spacing to accommodate piles within a tolerance.
Two Pile Group.pdf
A reinforced concrete slab or block which interconnects a group of piles and acts
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A pile cap is a reinforced concrete structure that interconnects a group of piles and transfers loads from columns or walls to the piles. It is designed to distribute forces equally to the piles. Pile caps are designed using truss theory for closely spaced piles or beam theory for widely spaced piles. Key aspects of pile cap design include ensuring adequate size, depth, reinforcement, and structural strength to resist bending moments, shear forces, and punching shear from supported loads. Pile cap design involves checking capacities of individual piles and reinforcement requirements to achieve strength and serviceability limits stated in design codes.
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A pile cap is a reinforced concrete slab that connects a group of piles and transfers load from structures like walls or columns to the piles. It is designed to distribute load equally to the piles. This document discusses design considerations for pile caps including shape, depth, reinforcement, assumptions in design, and design methods. Pile caps can be designed using truss theory for closely spaced piles or beam theory for piles spaced further apart. Reinforcement is proportioned to resist bending moments, shear forces, and prevent bursting. Pile cap size depends on pile diameter and spacing to accommodate piles within a tolerance.
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This document discusses the design of pillars in underground coal mining. It notes that pillar failure can be either gradual or sudden, with sudden failures causing disasters. Statutory guidelines for pillar dimensions are provided but have limitations as mine depths increase. The author proposes modifications to the standard formula for calculating rock load on pillars to account for dynamic loads during pillar extraction, with a dynamic load factor. Two common formulas for estimating pillar strength are examined, with the author noting limitations and suggesting greater consideration of pillar width in the calculations. Overall, the author aims to provide a more scientifically-based approach to pillar design for stability during formation and extraction.
Pillar design - a case study
This document discusses the design of pillars in underground coal mining. It notes that pillar failure can be either gradual or sudden, with sudden failures causing disasters. Statutory guidelines for pillar dimensions are provided but have limitations as mine depths increase. The author proposes modifications to the standard formula for calculating rock load on pillars to account for dynamic loads during pillar extraction, with a dynamic load factor. Two common formulas for estimating pillar strength are examined, with the author noting limitations and making suggestions to better account for depth and pillar width factors. Overall, the author aims to provide a more scientifically-based approach to pillar design for stability during formation and extraction.
Prsesntation on Commercial building Project
The document describes the trainee's weekly activities during an industrial training at a construction company. Over 8 weeks, the trainee learned about:
1. Layout plans, column reinforcement, beams, and slab details.
2. Reinforcement techniques like lap joints, development lengths, and tie placement.
3. Radiant cooling pipes installed under slabs to provide cooling without AC units.
4. Construction of shear walls, columns, beams and slabs.
5. Block laying for boundary walls using aerated concrete blocks joined with special mortar.
Design of torsion reinforcement
Because of torsion, the beam fails in diagonal tension forming the spiral cracks around the beam. Warping of the section does not allow a plane section to remain as plane after twisting. Clause 41 of IS 456:2000 provides the provisions for
the design of torsional reinforcements. The design rules for torsion are based on the equivalent moment.
20
Beam-column joints in reinforced concrete buildings must resist significant forces during earthquakes to avoid damage. These joints are vulnerable because the materials have limited strength. Closely spaced steel ties around the column bars in the joint region help control cracking and crushing of concrete by holding the joint together under forces. Sufficient column size and anchoring of beam bars into the column also improve the joint's ability to resist forces by providing better grip of the concrete on the steel reinforcement. Damage to beam-column joints during past earthquakes highlights their importance in earthquake-resistant design.
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1 seismic behaviors of columns in ordinary and intermediate moment resisting ...
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Recently uploaded
Digital Twins Computer Networking Paper Presentation.pptx
A Digital Twin in computer networking is a virtual representation of a physical network, used to simulate, analyze, and optimize network performance and reliability. It leverages real-time data to enhance network management, predict issues, and improve decision-making processes.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Comparative analysis between traditional aquaponics and reconstructed aquapon...
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
原版一模一样【微信：741003700 】【(uofo毕业证书)美国俄勒冈大学毕业证成绩单】【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/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。
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
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
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
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
办理(uofo毕业证书)美国俄勒冈大学毕业证【微信：741003700 】外观非常简单，由纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理(uofo毕业证书)美国俄勒冈大学毕业证【微信：741003700 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理(uofo毕业证书)美国俄勒冈大学毕业证【微信：741003700 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理(uofo毕业证书)美国俄勒冈大学毕业证【微信：741003700 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原件一模一样【微信：bwp0011】《(Humboldt毕业证书)柏林大学毕业证学位证》【微信：bwp0011】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/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。
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微bwp0011
【主营项目】
一.毕业证【微bwp0011】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【微bwp0011】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
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
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Advanced control scheme of doubly fed induction generator for wind turbine us...
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Object Oriented Analysis and Design - OOAD
This ppt gives detailed description of Object Oriented Analysis and design.
Design and optimization of ion propulsion drone
Electric propulsion technology is widely used in many kinds of vehicles in recent years, and aircrafts are no exception. Technically, UAVs are electrically propelled but tend to produce a significant amount of noise and vibrations. Ion propulsion technology for drones is a potential solution to this problem. Ion propulsion technology is proven to be feasible in the earth’s atmosphere. The study presented in this article shows the design of EHD thrusters and power supply for ion propulsion drones along with performance optimization of high-voltage power supply for endurance in earth’s atmosphere.
Generative AI Use cases applications solutions and implementation.pdf
Generative AI solutions encompass a range of capabilities from content creation to complex problem-solving across industries. Implementing generative AI involves identifying specific business needs, developing tailored AI models using techniques like GANs and VAEs, and integrating these models into existing workflows. Data quality and continuous model refinement are crucial for effective implementation. Businesses must also consider ethical implications and ensure transparency in AI decision-making. Generative AI's implementation aims to enhance efficiency, creativity, and innovation by leveraging autonomous generation and sophisticated learning algorithms to meet diverse business challenges.
https://www.leewayhertz.com/generative-ai-use-cases-and-applications/
22CYT12-Unit-V-E Waste and its Management.ppt
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Energy efficiency has been important since the latter part of the last century. The main object of this survey is to determine the energy efficiency knowledge among consumers. Two separate districts in Bangladesh are selected to conduct the survey on households and showrooms about the energy and seller also. The survey uses the data to find some regression equations from which it is easy to predict energy efficiency knowledge. The data is analyzed and calculated based on five important criteria. The initial target was to find some factors that help predict a person's energy efficiency knowledge. From the survey, it is found that the energy efficiency awareness among the people of our country is very low. Relationships between household energy use behaviors are estimated using a unique dataset of about 40 households and 20 showrooms in Bangladesh's Chapainawabganj and Bagerhat districts. Knowledge of energy consumption and energy efficiency technology options is found to be associated with household use of energy conservation practices. Household characteristics also influence household energy use behavior. Younger household cohorts are more likely to adopt energy-efficient technologies and energy conservation practices and place primary importance on energy saving for environmental reasons. Education also influences attitudes toward energy conservation in Bangladesh. Low-education households indicate they primarily save electricity for the environment while high-education households indicate they are motivated by environmental concerns.
SCALING OF MOS CIRCUITS m .pptx
this ppt explains about scaling parameters of the mosfet it is basically vlsi subject
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
CalArts毕业证学历书【微信95270640】CalArts毕业证’圣力嘉学院毕业证《Q微信95270640》办理CalArts毕业证√文凭学历制作{CalArts文凭}购买学历学位证书本科硕士,CalArts毕业证学历学位证【实体公司】办毕业证、成绩单、学历认证、学位证、文凭认证、办留信网认证、（网上可查，实体公司，专业可靠）
(诚招代理)办理国外高校毕业证成绩单文凭学位证,真实使馆公证（留学回国人员证明）真实留信网认证国外学历学位认证雅思代考国外学校代申请名校保录开请假条改GPA改成绩ID卡
1.高仿业务:【本科硕士】毕业证,成绩单（GPA修改）,学历认证（教育部认证）,大学Offer,,ID,留信认证,使馆认证,雅思,语言证书等高仿类证书；
2.认证服务: 学历认证（教育部认证）,大使馆认证（回国人员证明）,留信认证（可查有编号证书）,大学保录取,雅思保分成绩单。
3.技术服务：钢印水印烫金激光防伪凹凸版设计印刷激凸温感光标底纹镭射速度快。
办理加利福尼亚艺术学院加利福尼亚艺术学院毕业证文凭证书流程：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）
-办理真实使馆公证（即留学回国人员证明）
-办理各国各大学文凭（世界名校一对一专业服务,可全程监控跟踪进度）
-全套服务：毕业证成绩单真实使馆公证真实教育部认证。让您回国发展信心十足！
（详情请加一下 文凭顾问+微信:95270640）欢迎咨询！子小伍玩小伍比山娃小一岁虎头虎脑的很霸气父亲让山娃跟小伍去夏令营听课山娃很高兴夏令营就设在附近一所小学山娃发现那所小学比自己的学校更大更美操场上还铺有塑胶跑道呢里面很多小朋友一班一班的快快乐乐原来城里娃都藏这儿来了怪不得平时见不到他们山娃恍然大悟起来吹拉弹唱琴棋书画山娃都不懂却什么都想学山娃怨自己太笨什么都不会斟酌再三山娃终于选定了学美术当听说每月要交元时父亲犹豫了山娃也说爸算了吧咱学校一学期才转
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
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Digital Twins Computer Networking Paper Presentation.pptx
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Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
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Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
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Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
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Advanced control scheme of doubly fed induction generator for wind turbine us...
Generative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdf
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
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DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
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IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
Concrete Cloth
- 1. Slope Armoring for Pond (Jan. 17, 2017 By Kurt S Chirbas, PE CPESC Milliken Infrastructure
- 6. The general pullout strength of percussion anchors in the fields: A) TLA -2 ( 400 lbs peak) and average around 250-300 lbs B) TLA-3 ( 600 lbs peak) and average around 300 -400 lbs *however we notice that the anchors still had a slight movement during the load measurements which means over time the loads could potentially decrease Determining anchor pullout in field
- 7. Percussion anchor spacing Given the field pullout information, we recommendedusing the TLA-3 anchors and not the previous suggested TLA -2 and changing the anchor spacing from 6 foot intervals to 5 foot intervals on all overlaps and offset center panel anchors from 3 ft. to 2.5 ft. That equates to 2 anchor for every 17.5 sq.ft. (or 1 anchor for every 8.75 sq.ft.) of surface area plus additional anchors in the anchor trench (top and bottom at every overlap). The original spacing equated to 2 anchor for every 21 sq.ft. of surface area (or 1 anchor for every 10.5 sq.ft.). The recommend minimum anchor depth completely installed after loading is 5 ft. depth to ensure long term load capacity.
- 8. Reconstructing Slope and installing anchor trench before deploying Concrete Cloth)
- 10. Deployment of Concrete Cloth
- 14. Thank You Kurt Chirbas, PE CPESC (916) 215-3163 cell (916) 772-6211 office Kurt.Chirbas@Milliken.com