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Microelectronic Circuits (10EC63) notes is as per the VTU Syllabus and is written from the text book authored by Sedra & Smith.
Mail your suggestions and comments to mchanumantharaju@gmail.com
Dr. M. C. Hanumantharaju,
Associate Professor
BMS Institute of Technology & Management
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El libro permite desarrollar las competencias para el análisis y diseño de circuitos analógicos con componentes
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las soluciones de ingeniería en nuestra sociedad. Se estudia las propiedades intrínsecas, especificaciones
técnicas, así como los circuitos de polarización usando estos dispositivos. Se construyen circuitos de
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Modern digital and analog communication systems by b p lathi
This document appears to be the title page for the third edition of the textbook "Modern Digital and Analog Communication Systems" by authors B.P. Lathi and T.Srinivasa Rao. The textbook is focused on digital and analog communication systems and is authored by professors in the Department of Electronics and Communication Engineering at Bapatla Engineering College in Bapatla, India. The contact email for the head of department is also listed.
NYQUIST CRITERION FOR ZERO ISI
In communication system, intersymbol interference (ISI) is a form of distortion of a signal in which one symbol interferes with subsequent symbols. This is an unwanted phenomenon as the previous symbols have similar effect as noise, thus making the communication less reliable.
In communication system, the Nyquist ISI criterion describes the conditions which when satisfied by a communication channel (including responses of transmit and receive filters), result in no intersymbol interference(ISI). It provides a method for constructing band-limited functions to overcome the effects of intersymbol interference.
Generation of DSB-SC using Diode Ring Modulator or chopper Modulator.pptx
This document discusses a ring modulator method for generating a double sideband suppressed carrier (DSB-SC) signal using amplitude modulation. It has advantages like a stable output and not requiring external power. The operation involves using diodes in a ring configuration to selectively pass or block the carrier signal depending on the polarity of the modulating signal. Coherent detection can then be used to recover the message signal from the DSB-SC by synchronizing the local carrier signal.
Line coding
This document discusses various line coding techniques used to transmit binary data over communication channels. It begins by defining line coding as the process of mapping binary data into digital signals for transmission. Several line coding schemes are then described, including unipolar NRZ, unipolar RZ, polar NRZ, polar RZ, bipolar NRZ, bipolar RZ, and Manchester coding. Each coding scheme is evaluated based on factors like bandwidth usage, presence of a DC component, error detection capabilities, and suitability for transmission over AC coupled lines. Manchester coding is highlighted as a self-synchronizing scheme that allows clock recovery at the receiver.
Noise Performance of CW system
This presentation covers noise performance of Continuous wave modulation systems; It explains modelling of white noise , noise figure of DSB-SC, SSB, AM, FM system
transmission-lines
This document discusses transmission line theory and analysis. It begins by explaining how power is delivered through wires at low frequencies versus through electric and magnetic fields at microwave frequencies, defining transmission lines. It then lists common types of transmission lines including two-wire, coaxial cable, waveguide, and planar lines. It analyzes the differences between analyzing circuits at low versus high frequencies. Finally, it provides details on metallic cable transmission media, including balanced vs unbalanced lines, equivalent circuits, wave propagation, losses, phasors, and characteristic impedance.
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An operational amplifier is a high-gain differential amplifier used to perform mathematical operations like amplification, integration, differentiation, etc. It has high input impedance and low output impedance. An op-amp contains multiple differential amplifier stages to achieve very high voltage gain. It has three terminals - two high impedance inputs (inverting and non-inverting) and one output. In typical applications, an op-amp is used in negative feedback configuration as an inverting or non-inverting amplifier, integrator, differentiator, or other signal processing circuits.
Generation of SSB and DSB_SC Modulation
The document discusses two methods of single sideband (SSB) modulation and balanced modulator modulation. It explains that SSB modulation eliminates one sideband from an amplitude modulated wave. It then describes the balanced modulator method, which uses two balanced modulators and a 90 degree phase shift to cancel out one sideband. The document also provides a brief overview of double sideband suppressed carrier (DSB-SC) modulation and notes that it uses two methods: multiplier modulation and balanced modulator.
Firing Circuit
The document discusses various triggering circuits used for thyristors and SCRs. It describes R-triggering circuits which use a resistor in the gate circuit to control firing angle. RC triggering circuits use a capacitor to discharge through the gate for improved firing control. Unijunction transistor (UJT) based triggering circuits can control firing angle up to 180 degrees. UJT characteristics and relaxation oscillator design are covered. Forced commutation methods like pulse transformers and optical isolation are discussed for turning off thyristors in DC circuits.
311 pulse modulation
Pulse modulation techniques encode information by manipulating pulse characteristics such as amplitude, width, and position. Common pulse modulation types include pulse amplitude modulation (PAM), pulse width modulation (PWM), pulse position modulation (PPM), and pulse code modulation (PCM). PCM is the most widely used technique, where an analog signal is sampled, quantized into discrete levels, and encoded into a binary digital signal for transmission.
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The document discusses layout design rules for integrated circuits. It provides guidelines for feature sizes and spacings to ensure fabricated circuits meet intended designs. This includes minimum line widths, separations between layers, and allowances for misalignment. The document also notes two key checks that must be completed to validate a mask design: a design rule check to verify rules are followed, and circuit extraction to confirm masks produce the correct interconnected circuit.
Unit V-Electromagnetic Fields-Normal incidence at a plane dielectric boundary...
1. The document discusses reflection of a plane wave at a plane dielectric boundary and a plane conducting boundary. When a plane wave meets a different medium, it is partly reflected and partly transmitted.
2. At a dielectric boundary, the electric and magnetic field components must be continuous. This results in equations relating the incident, reflected, and transmitted waves. The reflection and transmission coefficients are also defined.
3. At a conducting boundary, the electric and magnetic fields inside the conductor are zero. Therefore, there is no transmission and the incident wave is entirely reflected, forming a standing wave in the first medium. Expressions are given for the electric and magnetic fields of this standing wave.
In direct method of fm generation armstrong method
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Tracking in receivers
This document discusses tracking in receivers. It describes that tracking is the process where the local oscillator frequency follows the signal frequency to maintain the correct intermediate frequency. It explains two types of tracking: two-point tracking using a padder or trimmer capacitor, and three-point tracking which combines both. The purpose of tracking is to minimize any error between the local oscillator and signal frequencies.
Pulse Modulation ppt
This document discusses various types of pulse modulation techniques used in analog and digital communication systems. It begins by defining pulse amplitude modulation (PAM) and describing how the amplitude of pulses varies proportionally to the message signal. It then discusses different types of PAM based on the sampling technique used - ideal, natural, and flat-top sampling. Flat-top sampling uses sample-and-hold circuits and can introduce amplitude distortion known as the aperture effect. The document also covers pulse width modulation (PWM), pulse position modulation (PPM), pulse code modulation (PCM), delta modulation (DM), and their advantages. It explains the sampling theorem and proves it through Fourier analysis. Finally, it discusses bandwidth requirements, transmission, drawbacks
Chapter 4
This document provides an overview of amplitude (linear) modulation techniques. It defines key concepts like modulation, baseband communication, and carrier communication. It then describes various amplitude modulation schemes including AM, DSB-SC, QAM, SSB, and VSB. Implementation and demodulation of these techniques is discussed. The document also covers frequency mixing, superheterodyne receivers, frequency division multiplexing, and carrier acquisition using phase-locked loops. Suggested problems are provided at the end.
N well
The N-Well process involves 19 steps to fabricate a CMOS device on a P-substrate. It begins with oxidizing the substrate at high temperatures, then depositing and patterning photoresist for ion implantation or diffusion of N-wells. Various layers such as gate oxide and metal are then deposited and patterned before terminals are formed and the device is complete. A similar P-well process exists but uses an N-substrate, while twin tub CMOS allows independent optimization of N and P device characteristics.
Single Sideband Suppressed Carrier (SSB-SC)
Single-sideband suppressed carrier (SSB-SC) modulation improves spectral efficiency by transmitting only one sideband. It requires a bandwidth equal to the signal bandwidth. SSB-SC can be detected coherently using multiplication by the carrier. Quadrature amplitude modulation (QAM) transmits two baseband signals over the same bandwidth using in-phase and quadrature carriers that are 90 degrees out of phase. Vestigial sideband (VSB) modulation is a compromise between DSB and SSB that inherits advantages of both while requiring only slightly greater bandwidth than SSB. It is used for broadcast television transmission.
Chap13--Digital Modulation Techniques.ppt
This document discusses various digital modulation techniques including Amplitude Shift Keying (ASK), Frequency Shift Keying (FSK), Phase Shift Keying (PSK), and their implementation. It provides mathematical expressions and diagrams to explain how each technique works. For ASK, a digital 1 or 0 is represented by the presence or absence of a carrier signal. For FSK, the frequency of the carrier shifts between mark and space frequencies. For BPSK, a digital 1 or 0 is represented by two phases of a carrier that are 180 degrees out of phase. Bandwidth requirements and receiver designs are also covered for each technique.
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Modern digital and analog communication systems by b p lathi
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Microelectronic Circuits (10EC63) notes is as per the VTU Syllabus and is written from the text book authored by Sedra & Smith.
Mail your suggestions and comments to mchanumantharaju@gmail.com
Dr. M. C. Hanumantharaju,
Associate Professor
BMS Institute of Technology & Management
BangaloreCircuitos Microelectrónicos - Sedra & Smith
El libro permite desarrollar las competencias para el análisis y diseño de circuitos analógicos con componentes
no lineales discretos tales como diodos, transistores BJT y Mosfet y se concluye con la discusión del impacto de
las soluciones de ingeniería en nuestra sociedad. Se estudia las propiedades intrínsecas, especificaciones
técnicas, así como los circuitos de polarización usando estos dispositivos. Se construyen circuitos de
amplificación de señales, comparación de señales de entrada y salida para diferentes tipos de configuración y
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The notes on Microelectronic Circuits (10EC63) is prepared as per VTU syllabus.
Author: M. C Hanumantharaju
Dept. of ISE, Dayananda Sagar College of Engineering
Kumaraswamy Layout, Bangalore.
Ph: 9742290764
Email: mchanumantharaju@gmail.com
For Full notes & Video Lectures contact me at the above address.
Microelectronic Circuits Notes (10EC63) by Dr. M. C. Hanumantharaju of BMS In...
Microelectronic Circuits Notes (10EC63) by Dr. M. C. Hanumantharaju of BMS In...BMS Institute of Technology and Management
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The semiconductor industry experienced record growth in 2010 and forecasts predict continued growth in 2011 and 2012. Global semiconductor revenue grew by 31% in 2010 to $319 billion after declines in 2008 and 2009. Forecasts estimate growth rates between 4.5-11% in 2011. Worldwide fab capacity is also expanding after declines in 2009, led by 300mm fab investments in South Korea, Taiwan, Japan and China.
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Unit 6 Operational Amplifiers Notes by Dr. M. C. Hanumantharaju of BMSIT Bang...
market analysis on semiconductor manufacturing companies
market analysis on semiconductor manufacturing companies
Semicon Greater China Presentation Complete Eng (2)
Semicon Greater China Presentation Complete Eng (2)
Process Mining - Chapter 12 - Analyzing Spaghetti Processes
Process Mining - Chapter 12 - Analyzing Spaghetti Processes
Power Electronics Notes written by Arun Kumar G, Associate Professor, Dept. o...
Power Electronics Notes written by Arun Kumar G, Associate Professor, Dept. o...
Analog electronics Circuits Notes written by Arun Kumar G, Associate Professo...
Analog electronics Circuits Notes written by Arun Kumar G, Associate Professo...
Analog Communication Notes written by Arun Kumar G, Associate Professor, Dept...
Analog Communication Notes written by Arun Kumar G, Associate Professor, Dept...
Recently uploaded
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
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.
A review on techniques and modelling methodologies used for checking electrom...
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
一比一原版(UC Berkeley毕业证)加利福尼亚大学|伯克利分校毕业证成绩单专业办理
UC Berkeley毕业证原版定制【微信：176555708】【加利福尼亚大学|伯克利分校毕业证成绩单-学位证】【微信：176555708】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，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）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，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
◆◆◆◆◆ — — — — — — — — 【留学教育】留学归国服务中心 — — — — — -◆◆◆◆◆
【主营项目】
一.毕业证【微信：176555708】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【微信：176555708】
◇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→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
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
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
学历顾问：微信：176555708
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
原版一模一样【微信：741003700 】【(csu毕业证书)查尔斯特大学毕业证硕士学历】【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
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
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
IIT毕业证原版定制【微信：176555708】【伊利诺伊理工大学毕业证成绩单-学位证】【微信：176555708】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，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）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，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
◆◆◆◆◆ — — — — — — — — 【留学教育】留学归国服务中心 — — — — — -◆◆◆◆◆
【主营项目】
一.毕业证【微信：176555708】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【微信：176555708】
◇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→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
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
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
学历顾问：微信：176555708
ACEP Magazine edition 4th launched on 05.06.2024
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理
UMich毕业证原版定制【微信：176555708】【密歇根大学|安娜堡分校毕业证成绩单-学位证】【微信：176555708】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，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）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，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
◆◆◆◆◆ — — — — — — — — 【留学教育】留学归国服务中心 — — — — — -◆◆◆◆◆
【主营项目】
一.毕业证【微信：176555708】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【微信：176555708】
◇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→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
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
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
学历顾问：微信：176555708
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation
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%.
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
学校原件一模一样【微信：741003700 】《(ANU毕业证书)澳洲国立大学毕业证》【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
DfMAy 2024 - key insights and contributions
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Recently uploaded (20)
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
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Advanced control scheme of doubly fed induction generator for wind turbine us...
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