Reflow Techniques for Void Reduction BTC Void Reduction For Yield and Performance Enhancement. Dave Heller CEO, Heller Industries September 29, 2016

Size: px
Start display at page:

Download "Reflow Techniques for Void Reduction BTC Void Reduction For Yield and Performance Enhancement. Dave Heller CEO, Heller Industries September 29, 2016"

Transcription

1 Reflow Techiques for Void Reductio BTC Void Reductio For Yield ad Performace Ehacemet Dave Heller CEO, Heller Idustries September 29, 2016

2 Elimiate Voids Improve Performace Improve heat dissipatio of compoets or solder joit structures (i.e., curret desity icreases with voidig) Improve log-term stability ad reliability of solder joit agaist heat dissipatio ad vibratio/shock May improve chip performace i high frequecy applicatios

3 Void Reductio Reflow Techique 1 Vacuum assisted reflow

4 Vacuum Assisted Reflow Vacuum-assisted reflow has bee show to reduce the voids i a solder joit by 99% Pressure is dropped to 5-20 Torr durig liquidus of the solderig process Existig voids escape exterally through the solder whe vacuum is applied. Trapped gas bubbles icrease i size as pressure is reduced Larger bubbles are more likely to collide with other bubbles ad ultimately collide with the edge of liquid solder to escape Larger bubbles are accelerated by stroger buoyacy forces makig them more likely to escape

5 Vacuum Assisted Reflow Stadard Reflow Vacuum Assisted Reflow Prited Solder Paste Reflow Liquid Solder Reflow Vacuum Coolig Solid Solder Pressure iside trapped gas bubble chages accordig to YougLaplace Equatio Pbubble = Pambiet + 2g / r (where g is surface tesio ad r is the radius of the bubble) Bubble size is the determied by ideal gas law usig Pbubble

6 Covectio Reflow with Vacuum Module Heller Idustries has developed a vacuum module that iserts directly i its reflow ove lie Vacuum module is iserted i zoe directly after reflow peak (liquidus) has occurred Vacuum module icorporates IR heatig to allow for liquidus after vacuum is achieved Covectio reflow with vacuum module is cotiuous ad allows thermal profiles to be directly ported from o-vacuum reflow applicatios Cotiuous operatio facilitates low COO ad high UPH

7 Ilie Vacuum Reflow System

8 Ilie Vacuum Reflow System - Layout Heat Zoes Stagig Coveyors Vacuum Chamber Coolig Zoes

9 Reflow Profile with Vacuum

10 Vacuum Assisted Reflow Customer Test March 10, 2013

11 Test Coditios Sample # Vacuum Level [torr] Dwell Time [sec] Oxyge [PPM] Atmospheric ** Should be 60 secods but mistakely set to 120secods. Die size = 7, 10mm square Liquidus peak = 250oC Alloy type SAC 305 (217oC Melt Poit) Remark **

12 Test Results Void Ratio(Worst Case), [%] Sample Vacuum Level [torr] Dwell Time [sec] Worst Case [%] Atmospheric

13 Test #7 Details-No Vacuum

14 Test #1 w/ 5 Torr for 30 secods 0.21% worst case voids

15 Results Stecil Desig #2 1. QFN MLF 100 of With Vacuum & Without Vacuum # Type 2 # without Vacuum # with Vacuum ( 5torr 60sec )

16 Results ENIG ( 20torr / 30sec ) Object Cout Object Area Total Area Total Area Ratio AOI Area AOI Area Ratio ENIG ( 20torr / 60 sec ) % % Object Cout Object Area Total Area Total Area Ratio AOI Area AOI Area Ratio % %

17 Vacuum Reflow Devoidig Summary Heller Idustries ow offers vacuum-assisted reflow through the iclusio of a vacuum module i its reflow ove lie Vacuum-assisted reflow with covectio heatig utilizes cotiuous operatio thermal profiles for low COO ad high UPH. Heller Idustries utilizes advaced pumpig package with high capacity for fast pump-dow time. Recet customer demostratio showed 10X reductio i voids, meetig spec of <1% total void area Reflow time uder vacuum of 15 secods was able to achieve <1% total void area spec. All pressures tested < 20 Torr met <1% total void area spec

18 Void Reductio Reflow Techique 2 Ultrasoics VOID reducig reflow

19 Overview Heller Idustries is workig o solder devoidig solutio that utilizes ultrasoics applicatio to prited circuit board durig solder reflow Ultrasoics are applied whe solder is i liquid state Cavitatio (i theory) works to i. Stretch voids/bubbles so they combie with other voids ad touch outer surface of solder to devoid ii. Shocks bubbles durig compressio so that bubbles break i to umerous very small bubbles Ultrasoics also creates movemet ad mixig of bubbles which ehaces coalescece ad subsequet elimiatio

20 Ultrasoics Statio i Covectio Ove Ultrasoics Statio

21 Ultrasoics Test Reflow Profile Sample # 4 vibratio duratio (s) 10 Soak time (s) (160<T<180) 60 time above meltig poit (s) Maximum temperature Total time T>217 C ( c) (s) Ultrasoics ON for 10 sec

22 Void Results No Ultrasoics Sample # 1 vibratio duratio (s) 0 Soak time (s) (160<T<180) 50 3 Total void% =25.18 Largest void% =4.14 time above meltig poit (s) Maximum temperature Total time T>217 C ( c) (s) Total void% =13.16 Largest void% = Total void% =14.03 Largest void% =2.08

23 Void Results Ultrasoics ON for 10 sec Sample # 3 vibratio duratio (s) 10 Soak time (s) (160<T<180) 46 3 Total void% =4.26 Largest void% =0.15 time above meltig poit (s) Maximum temperature Total time T>217 C ( c) (s) Total void% =3.77 Largest void% = Total void% =4.53 Largest void% =0.58

24 Ultrasoics Devoidig Reflow Summary Ultrasoics applied to PCB s after solder liquidus has demostrated sigificat reductio i voids both size ad total percet Ultrasoics are applied to PCB s at very low levels ad for very short duratios i.e., 10 sec ad micros of displacemet. Heller Idustries is curretly egieerig ultrasoics coupler statios ito its covectio reflow oves to facilitate solder

BE Software Upgrades to ITALYCS 5. It s in the. Software

BE Software Upgrades to ITALYCS 5. It s in the. Software BE Software Upgrades to ITALYCS 5 It s i the Software UPGRADES WE OFFER Brampto Egieerig is offerig customers with ITALYCS 2 ad ITALYCS 4 systems the opportuity to upgrade their existig systems to the

More information

APPLICATION NOTE PACE1750AE BUILT-IN FUNCTIONS

APPLICATION NOTE PACE1750AE BUILT-IN FUNCTIONS APPLICATION NOTE PACE175AE BUILT-IN UNCTIONS About This Note This applicatio brief is iteded to explai ad demostrate the use of the special fuctios that are built ito the PACE175AE processor. These powerful

More information

n Learn how resiliency strategies reduce risk n Discover automation strategies to reduce risk

n Learn how resiliency strategies reduce risk n Discover automation strategies to reduce risk Chapter Objectives Lear how resiliecy strategies reduce risk Discover automatio strategies to reduce risk Chapter #16: Architecture ad Desig Resiliecy ad Automatio Strategies 2 Automatio/Scriptig Resiliet

More information

Vacuum Reflow Process Characterization for Voidless Soldering Process in Semiconductor Package

Vacuum Reflow Process Characterization for Voidless Soldering Process in Semiconductor Package Vacuum Reflow Process Characterization for Voidless Soldering Process in Semiconductor Package Siang Miang Yeo, Azman Mahmood, Shahrul Haizal Ishak Amkor Technology Corporation Kuala Langat, Selangor Malaysia

More information

1. SWITCHING FUNDAMENTALS

1. SWITCHING FUNDAMENTALS . SWITCING FUNDMENTLS Switchig is the provisio of a o-demad coectio betwee two ed poits. Two distict switchig techiques are employed i commuicatio etwors-- circuit switchig ad pacet switchig. Circuit switchig

More information

ELEG 5173L Digital Signal Processing Introduction to TMS320C6713 DSK

ELEG 5173L Digital Signal Processing Introduction to TMS320C6713 DSK Departmet of Electrical Egieerig Uiversity of Arasas ELEG 5173L Digital Sigal Processig Itroductio to TMS320C6713 DSK Dr. Jigia Wu wuj@uar.edu ANALOG V.S DIGITAL 2 Aalog sigal processig ASP Aalog sigal

More information

RESEARCH ON AUTOMATIC INSPECTION TECHNIQUE OF REAL-TIME RADIOGRAPHY FOR TURBINE-BLADE

RESEARCH ON AUTOMATIC INSPECTION TECHNIQUE OF REAL-TIME RADIOGRAPHY FOR TURBINE-BLADE RESEARCH ON AUTOMATIC INSPECTION TECHNIQUE OF REAL-TIME RADIOGRAPHY FOR TURBINE-BLADE Z.G. Zhou, S. Zhao, ad Z.G. A School of Mechaical Egieerig ad Automatio, Beijig Uiversity of Aeroautics ad Astroautics,

More information

STRATEGIC. alliances & Services

STRATEGIC. alliances & Services STRATEGIC alliaces & Services Chesterto is a leadig iteratioal maufacturer of idustrial fluid sealig systems, advaced polymer composites, cleaers, lubricats ad idustrial speciality products. Sice 1884

More information

Identification of the Swiss Z24 Highway Bridge by Frequency Domain Decomposition Brincker, Rune; Andersen, P.

Identification of the Swiss Z24 Highway Bridge by Frequency Domain Decomposition Brincker, Rune; Andersen, P. Aalborg Uiversitet Idetificatio of the Swiss Z24 Highway Bridge by Frequecy Domai Decompositio Bricker, Rue; Aderse, P. Published i: Proceedigs of IMAC 2 Publicatio date: 22 Documet Versio Publisher's

More information

CS2410 Computer Architecture. Flynn s Taxonomy

CS2410 Computer Architecture. Flynn s Taxonomy CS2410 Computer Architecture Dept. of Computer Sciece Uiversity of Pittsburgh http://www.cs.pitt.edu/~melhem/courses/2410p/idex.html 1 Fly s Taxoomy SISD Sigle istructio stream Sigle data stream (SIMD)

More information

Computer Science Foundation Exam. August 12, Computer Science. Section 1A. No Calculators! KEY. Solutions and Grading Criteria.

Computer Science Foundation Exam. August 12, Computer Science. Section 1A. No Calculators! KEY. Solutions and Grading Criteria. Computer Sciece Foudatio Exam August, 005 Computer Sciece Sectio A No Calculators! Name: SSN: KEY Solutios ad Gradig Criteria Score: 50 I this sectio of the exam, there are four (4) problems. You must

More information

Ones Assignment Method for Solving Traveling Salesman Problem

Ones Assignment Method for Solving Traveling Salesman Problem Joural of mathematics ad computer sciece 0 (0), 58-65 Oes Assigmet Method for Solvig Travelig Salesma Problem Hadi Basirzadeh Departmet of Mathematics, Shahid Chamra Uiversity, Ahvaz, Ira Article history:

More information

Improving Template Based Spike Detection

Improving Template Based Spike Detection Improvig Template Based Spike Detectio Kirk Smith, Member - IEEE Portlad State Uiversity petra@ee.pdx.edu Abstract Template matchig algorithms like SSE, Covolutio ad Maximum Likelihood are well kow for

More information

NON-LINEAR MODELLING OF A GEOTHERMAL STEAM PIPE

NON-LINEAR MODELLING OF A GEOTHERMAL STEAM PIPE 14thNew Zealad Workshop 1992 NON-LNEAR MODELLNG OF A GEOTHERMAL STEAM PPE Y. Huag ad D. H. Freesto Geothermal stitute, Uiversity of Aucklad SUMMARY Recet work o developig a o-liear model for a geothermal

More information

Algorithm Design Techniques. Divide and conquer Problem

Algorithm Design Techniques. Divide and conquer Problem Algorithm Desig Techiques Divide ad coquer Problem Divide ad Coquer Algorithms Divide ad Coquer algorithm desig works o the priciple of dividig the give problem ito smaller sub problems which are similar

More information

Assembly Considerations for Linear Technology Module TM BGA Packages. July

Assembly Considerations for Linear Technology Module TM BGA Packages. July Assembly Considerations for Linear Technology Module TM BGA Packages July 2012 Package Construction PCB Design Guidelines Outline Moisture Sensitivity, Pack, Ship & Bake Board Assembly Process Screen Print

More information

Super-Resolution PIV by Recursive Local-Correlation

Super-Resolution PIV by Recursive Local-Correlation Joural of Visualizatio, The Visualizatio Society of Japa, Vol. 0, 999 Hart, D.P. Super-Resolutio PV by Recursive Local-Correlatio Douglas P. Hart Massachusetts stitute of Techology Departmet of Mechaical

More information

Assembly Considerations for Analog Devices Inc., µmodule TM LGA Packages AUGUST 2018

Assembly Considerations for Analog Devices Inc., µmodule TM LGA Packages AUGUST 2018 Assembly Considerations for Analog Devices Inc., µmodule TM LGA Packages AUGUST 2018 1 Outline Outline Package Construction PCB Design Guidelines Moisture Sensitivity, Pack, Ship & Bake Board Assembly

More information

Course Site: Copyright 2012, Elsevier Inc. All rights reserved.

Course Site:   Copyright 2012, Elsevier Inc. All rights reserved. Course Site: http://cc.sjtu.edu.c/g2s/site/aca.html 1 Computer Architecture A Quatitative Approach, Fifth Editio Chapter 2 Memory Hierarchy Desig 2 Outlie Memory Hierarchy Cache Desig Basic Cache Optimizatios

More information

Application Note 5363

Application Note 5363 Surface Laminar Circuit (SLC) Ball Grid Array (BGA) Lead-free Surface Mount Assembly Application Note 5363 Introduction This document outlines the design and assembly guidelines for surface laminar circuitry

More information

Morgan Kaufmann Publishers 26 February, COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Interface. Chapter 5

Morgan Kaufmann Publishers 26 February, COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Interface. Chapter 5 Morga Kaufma Publishers 26 February, 28 COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Iterface 5 th Editio Chapter 5 Set-Associative Cache Architecture Performace Summary Whe CPU performace icreases:

More information

SPECIFICATION Of CMOS MEMS Analog Microphone. Model No.: JL-M2417

SPECIFICATION Of CMOS MEMS Analog Microphone. Model No.: JL-M2417 SPECIFICATION Of CMOS MEMS Analog Microphone ( RoHS Compliance ) : : ISSUED BY J.C 09-27-2012 CHECKED BY APPROVED BY Version 00 Pages 1 / 11 Revision History Version Description Date Author Approved 00

More information

Computer Architecture

Computer Architecture Computer Architecture Overview Prof. Tie-Fu Che Dept. of Computer Sciece Natioal Chug Cheg Uiv Sprig 2002 Overview- Computer Architecture Course Focus Uderstadig the desig techiques, machie structures,

More information

TI recommendations for setting up a reflow profile for a TI package

TI recommendations for setting up a reflow profile for a TI package TI recommendations for setting up a reflow profile for a TI package Bernhard Lange (Europe Reliability / Packaging Support) 07/2011 History With the increasing package complexity and package outline variations,

More information

ICS Regent. Communications Modules. Module Operation. RS-232, RS-422 and RS-485 (T3150A) PD-6002

ICS Regent. Communications Modules. Module Operation. RS-232, RS-422 and RS-485 (T3150A) PD-6002 ICS Reget Commuicatios Modules RS-232, RS-422 ad RS-485 (T3150A) Issue 1, March, 06 Commuicatios modules provide a serial commuicatios iterface betwee the cotroller ad exteral equipmet. Commuicatios modules

More information

Lecture # 09: Flow visualization techniques: schlieren and shadowgraphy

Lecture # 09: Flow visualization techniques: schlieren and shadowgraphy AerE 344 Lecture Notes Lecture # 9: Flow visualizatio techiques: schliere ad shadowgraph Dr. Hui Hu Dr. Re M Waldma Departmet of Aerospace Egieerig owa State Uiversit Ames, owa 5, U.S.A Sources/ Further

More information

35 YEARS OF ADVANCEMENTS WITH THE COMPLEX VARIABLE BOUNDARY ELEMENT METHOD

35 YEARS OF ADVANCEMENTS WITH THE COMPLEX VARIABLE BOUNDARY ELEMENT METHOD N. J. DeMoes et al., It. J. Comp. Meth. ad Exp. Meas., Vol. 0, No. 0 (08) 3 35 YEARS OF ADVANCEMENTS WITH THE COMPLEX VARIABLE BOUNDARY ELEMENT METHOD Noah J. DeMoes, Gabriel T. Ba, Bryce D. Wilkis, Theodore

More information

SECURED OPTIMAL ROUTING BASED ON TRUST AND ENERGY MODEL IN WIRELESS SENSOR NETWORKS. Tamil Nadu, INDIA

SECURED OPTIMAL ROUTING BASED ON TRUST AND ENERGY MODEL IN WIRELESS SENSOR NETWORKS. Tamil Nadu, INDIA ARTICLE SECURED OPTIMAL ROUTING BASED ON TRUST AND ENERGY MODEL IN WIRELESS SENSOR NETWORKS A Sethil Kumar 1, E Logashamugam 2 * 1 Research Scholar, Dept. of Electroics ad Commuicatio Egieerig, St. Peter

More information

COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Interface. Chapter 4. The Processor Advanced Issues

COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Interface. Chapter 4. The Processor Advanced Issues COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Iterface 5 th Editio Chapter 4 The Processor Advaced Issues Review: Pipelie Hazards Structural hazards Desig pipelie to elimiate structural hazards.

More information

Lecture 1: Introduction and Fundamental Concepts 1

Lecture 1: Introduction and Fundamental Concepts 1 Uderstadig Performace Lecture : Fudametal Cocepts ad Performace Aalysis CENG 332 Algorithm Determies umber of operatios executed Programmig laguage, compiler, architecture Determie umber of machie istructios

More information

IMP: Superposer Integrated Morphometrics Package Superposition Tool

IMP: Superposer Integrated Morphometrics Package Superposition Tool IMP: Superposer Itegrated Morphometrics Package Superpositio Tool Programmig by: David Lieber ( 03) Caisius College 200 Mai St. Buffalo, NY 4208 Cocept by: H. David Sheets, Dept. of Physics, Caisius College

More information

Optimization for framework design of new product introduction management system Ma Ying, Wu Hongcui

Optimization for framework design of new product introduction management system Ma Ying, Wu Hongcui 2d Iteratioal Coferece o Electrical, Computer Egieerig ad Electroics (ICECEE 2015) Optimizatio for framework desig of ew product itroductio maagemet system Ma Yig, Wu Hogcui Tiaji Electroic Iformatio Vocatioal

More information

AN EFFICIENT IMPLEMENTATION OF IMPLICIT OPERATOR FOR BLOCK LU-SGS METHOD

AN EFFICIENT IMPLEMENTATION OF IMPLICIT OPERATOR FOR BLOCK LU-SGS METHOD Computatioal Fluid Dyamics JOURNAL 13(): July 5 (pp.154 159) AN EFFICIENT IMPLEMENTATION OF IMPLICIT OPERATOR FOR BLOCK LU-SGS METHOD Joo Sug KIM Oh Joo KWON Abstract A efficiet implemetatio techique of

More information

A SYSTEMATIC APPROACH FOR COST OPTIMAL TOLERANCE DESIGN

A SYSTEMATIC APPROACH FOR COST OPTIMAL TOLERANCE DESIGN INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN, ICED 07 8-31 AUGUST 007, CITE DES SCIENCES ET DE L'INDUSTRIE, PARIS, FRANCE A SYSTEMATIC APPROACH FOR COST OPTIMAL TOLERANCE DESIGN Sotiria Ch. Dimitrellou,

More information

Redundancy Allocation for Series Parallel Systems with Multiple Constraints and Sensitivity Analysis

Redundancy Allocation for Series Parallel Systems with Multiple Constraints and Sensitivity Analysis IOSR Joural of Egieerig Redudacy Allocatio for Series Parallel Systems with Multiple Costraits ad Sesitivity Aalysis S. V. Suresh Babu, D.Maheswar 2, G. Ragaath 3 Y.Viaya Kumar d G.Sakaraiah e (Mechaical

More information

EE University of Minnesota. Midterm Exam #1. Prof. Matthew O'Keefe TA: Eric Seppanen. Department of Electrical and Computer Engineering

EE University of Minnesota. Midterm Exam #1. Prof. Matthew O'Keefe TA: Eric Seppanen. Department of Electrical and Computer Engineering EE 4363 1 Uiversity of Miesota Midterm Exam #1 Prof. Matthew O'Keefe TA: Eric Seppae Departmet of Electrical ad Computer Egieerig Uiversity of Miesota Twi Cities Campus EE 4363 Itroductio to Microprocessors

More information

Reliability Study of Bottom Terminated Components

Reliability Study of Bottom Terminated Components Reliability Study of Bottom Terminated Components Jennifer Nguyen, Hector Marin, David Geiger, Anwar Mohammed, and Murad Kurwa Flextronics International 847 Gibraltar Drive Milpitas, CA, USA Abstract Bottom

More information

THIN LAYER ORIENTED MAGNETOSTATIC CALCULATION MODULE FOR ELMER FEM, BASED ON THE METHOD OF THE MOMENTS. Roman Szewczyk

THIN LAYER ORIENTED MAGNETOSTATIC CALCULATION MODULE FOR ELMER FEM, BASED ON THE METHOD OF THE MOMENTS. Roman Szewczyk THIN LAYER ORIENTED MAGNETOSTATIC CALCULATION MODULE FOR ELMER FEM, BASED ON THE METHOD OF THE MOMENTS Roma Szewczyk Istitute of Metrology ad Biomedical Egieerig, Warsaw Uiversity of Techology E-mail:

More information

The Software Delivery Experts. Agile, DevOps & QA Conference

The Software Delivery Experts. Agile, DevOps & QA Conference The Software Delivery Experts Agile, DevOps & QA Coferece The Software Delivery Experts Settig Agile-Cetric Release Criteria Aka Doe-Ness or Defiitio of Doe (DoD) Bob Gale Director of Agile Practices Outlie

More information

IMPROVEMENT OF A TAIL-PLANE STRUCTURAL MODEL USING VIBRATION TEST DATA. S. J. Guo

IMPROVEMENT OF A TAIL-PLANE STRUCTURAL MODEL USING VIBRATION TEST DATA. S. J. Guo IMPROVEMENT OF A TAIL-PLANE STRUCTURAL MODEL USING VIBRATION TEST DATA S. J. Guo Departmet of Aerospace, Civil ad Mechaical Egieerig, Uiversity of Hertfordshire, Hatfield, Hertfordshire, AL 9AB, U.K. ABSTRACT

More information

A Resource for Free-standing Mathematics Qualifications

A Resource for Free-standing Mathematics Qualifications Ope.ls The first sheet is show elow. It is set up to show graphs with equatios of the form = m + c At preset the values of m ad c are oth zero. You ca chage these values usig the scroll ars. Leave the

More information

Computational Issues in Non-linear Structural Analysis Using a Physics Engine

Computational Issues in Non-linear Structural Analysis Using a Physics Engine Computatioal Issues i No-liear Structural Aalysis Usig a Physics Egie Author: Kirk Martii, Uiversity of Virgiia, Departmet of Architecture, PO Box 41, Charlottesville VA 94, martii@virgiia.edu ABSTRACT

More information

2D Isogeometric Shape Optimization considering both control point positions and weights as design variables

2D Isogeometric Shape Optimization considering both control point positions and weights as design variables 1 th World Cogress o tructural ad Multidiscipliary Optimizatio May 19-24, 213, Orlado, Florida, UA 2D Isogeometric hape Optimizatio cosiderig both cotrol poit positios ad weights as desig variables Yeo-Ul

More information

The University of Adelaide, School of Computer Science 22 November Computer Architecture. A Quantitative Approach, Sixth Edition.

The University of Adelaide, School of Computer Science 22 November Computer Architecture. A Quantitative Approach, Sixth Edition. Computer Architecture A Quatitative Approach, Sixth Editio Chapter 2 Memory Hierarchy Desig 1 Itroductio Programmers wat ulimited amouts of memory with low latecy Fast memory techology is more expesive

More information

Optimal Mapped Mesh on the Circle

Optimal Mapped Mesh on the Circle Koferece ANSYS 009 Optimal Mapped Mesh o the Circle doc. Ig. Jaroslav Štigler, Ph.D. Bro Uiversity of Techology, aculty of Mechaical gieerig, ergy Istitut, Abstract: This paper brigs out some ideas ad

More information

CIS 121 Data Structures and Algorithms with Java Spring Stacks and Queues Monday, February 12 / Tuesday, February 13

CIS 121 Data Structures and Algorithms with Java Spring Stacks and Queues Monday, February 12 / Tuesday, February 13 CIS Data Structures ad Algorithms with Java Sprig 08 Stacks ad Queues Moday, February / Tuesday, February Learig Goals Durig this lab, you will: Review stacks ad queues. Lear amortized ruig time aalysis

More information

SURVEYING INSTRUMENTS SDR33 SOKKIA ELECTR ONIC FIELD BOOKS NOW EVEN MORE RUGGED PERFORMANCE. from The World Leader in Data Collection

SURVEYING INSTRUMENTS SDR33 SOKKIA ELECTR ONIC FIELD BOOKS NOW EVEN MORE RUGGED PERFORMANCE. from The World Leader in Data Collection SURVEYING INSTRUMENTS TM SOKKIA SDR33 ELECTR ONIC FIELD BOOKS ELECTRONIC NOW EVEN MORE RUGGED PERFORMANCE from The World Leader i Data Collectio PUT RUGGED, DEPENDABLE POWER IN THE PALM OF YOUR HAND You

More information

Service Oriented Enterprise Architecture and Service Oriented Enterprise

Service Oriented Enterprise Architecture and Service Oriented Enterprise Approved for Public Release Distributio Ulimited Case Number: 09-2786 The 23 rd Ope Group Eterprise Practitioers Coferece Service Orieted Eterprise ad Service Orieted Eterprise Ya Zhao, PhD Pricipal, MITRE

More information

COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Interface. Chapter 4. The Processor. Single-Cycle Disadvantages & Advantages

COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Interface. Chapter 4. The Processor. Single-Cycle Disadvantages & Advantages COMPUTER ORGANIZATION AND DESIGN The Hardware/Software Iterface 5 th Editio Chapter 4 The Processor Pipeliig Sigle-Cycle Disadvatages & Advatages Clk Uses the clock cycle iefficietly the clock cycle must

More information

. Written in factored form it is easy to see that the roots are 2, 2, i,

. Written in factored form it is easy to see that the roots are 2, 2, i, CMPS A Itroductio to Programmig Programmig Assigmet 4 I this assigmet you will write a java program that determies the real roots of a polyomial that lie withi a specified rage. Recall that the roots (or

More information

ENGR 132. Fall Exam 1

ENGR 132. Fall Exam 1 ENGR 3 Fall 03 Exam INSTRUCTIONS: Duratio: 60 miutes Keep your eyes o your ow work. Keep your work covered at all times.. Each studet is resposible for followig directios. Read carefully.. MATLAB ad Excel

More information

Effect of control points distribution on the orthorectification accuracy of an Ikonos II image through rational polynomial functions

Effect of control points distribution on the orthorectification accuracy of an Ikonos II image through rational polynomial functions Effect of cotrol poits distributio o the orthorectificatio accuracy of a Ikoos II image through ratioal polyomial fuctios Marcela do Valle Machado 1, Mauro Homem Atues 1 ad Paula Debiasi 1 1 Federal Rural

More information

EVALUATION OF TRIGONOMETRIC FUNCTIONS

EVALUATION OF TRIGONOMETRIC FUNCTIONS EVALUATION OF TRIGONOMETRIC FUNCTIONS Whe first exposed to trigoometric fuctios i high school studets are expected to memorize the values of the trigoometric fuctios of sie cosie taget for the special

More information

Specification For LTCC 4-Phased Antenna Feeder (Quadrifilar)

Specification For LTCC 4-Phased Antenna Feeder (Quadrifilar) Specification For LTCC 4-Phased Antenna Feeder (Quadrifilar) Model Name : Customer : Title: Name : APPROVED By Date : Signature : RN Technologies co., Ltd. Issued Date : Designed : Approved : / 11 1. Description

More information

LU Decomposition Method

LU Decomposition Method SOLUTION OF SIMULTANEOUS LINEAR EQUATIONS LU Decompositio Method Jamie Traha, Autar Kaw, Kevi Marti Uiversity of South Florida Uited States of America kaw@eg.usf.edu http://umericalmethods.eg.usf.edu Itroductio

More information

RPM710 AC DRIVE E492603

RPM710 AC DRIVE E492603 RPM710 AC DRIVE E492603 RPM710 AC Drive Profile RPM Series AC drives combie iovatio ad ease of use to provide motor cotrol solutios desiged to maximize your system performace ad reduce your time to desig

More information

TELETERM M2 Series Programmable RTU s

TELETERM M2 Series Programmable RTU s Model C6xC ad C6xC Teleterm MR Radio RTU s DATASHEET Cofigurable Iputs ad Outputs 868MHz or 900MHz radio port 0/00 Etheret port o C6Cx ISaGRAF 6 Programmable microsd Card Loggig Low power operatio Two

More information

Accessories arbors B/22. Description Prod.-No. RB 35 X RB 50 X RB 80 X 100 RL-E Piccolo 35/50 X 40 RL-E 60 RL-E. Prod.-No

Accessories arbors B/22. Description Prod.-No. RB 35 X RB 50 X RB 80 X 100 RL-E Piccolo 35/50 X 40 RL-E 60 RL-E. Prod.-No Accessories arbors Descriptio R 35 X R 50 X R 80 X 100 RL-E Piccolo 35/50 X 40 RL-E 60 RL-E Quick-release chuck with Weldo shak for twist drill 18107 Ø 1-13 mm 18107 Quick-release chuck with Morse taper

More information

A Modified Multiband U Shaped and Microcontroller Shaped Fractal Antenna

A Modified Multiband U Shaped and Microcontroller Shaped Fractal Antenna al Joural o Recet ad Iovatio Treds i Computig ad Commuicatio ISSN: 221-8169 A Modified Multibad U Shaped ad Microcotroller Shaped Fractal Atea Shweta Goyal 1, Yogedra Kumar Katiyar 2 1 M.tech Scholar,

More information

DATA STRUCTURES. amortized analysis binomial heaps Fibonacci heaps union-find. Data structures. Appetizer. Appetizer

DATA STRUCTURES. amortized analysis binomial heaps Fibonacci heaps union-find. Data structures. Appetizer. Appetizer Data structures DATA STRUCTURES Static problems. Give a iput, produce a output. Ex. Sortig, FFT, edit distace, shortest paths, MST, max-flow,... amortized aalysis biomial heaps Fiboacci heaps uio-fid Dyamic

More information

Copyright 2016 Ramez Elmasri and Shamkant B. Navathe

Copyright 2016 Ramez Elmasri and Shamkant B. Navathe Copyright 2016 Ramez Elmasri ad Shamkat B. Navathe CHAPTER 19 Query Optimizatio Copyright 2016 Ramez Elmasri ad Shamkat B. Navathe Itroductio Query optimizatio Coducted by a query optimizer i a DBMS Goal:

More information

Reducing SDRAM Energy Consumption in Embedded Systems Λ

Reducing SDRAM Energy Consumption in Embedded Systems Λ Reducig SDRAM Eergy Cosumptio i Embedded Systems Λ Jelea Trajkovic, Alexader Veidebaum Uiversity of Califoria, Irvie fjeleat,alexvg@ics.uci.edu Abstract DRAM eergy cosumptio i embedded systems ca be very

More information

are two specific neighboring points, F( x, y)

are two specific neighboring points, F( x, y) $33/,&$7,212)7+(6(/)$92,',1* 5$1'20:$/.12,6(5('8&7,21$/*25,7+0,17+(&2/285,0$*(6(*0(17$7,21 %RJGDQ602/.$+HQU\N3$/86'DPLDQ%(5(6.$ 6LOHVLDQ7HFKQLFDO8QLYHUVLW\'HSDUWPHQWRI&RPSXWHU6FLHQFH $NDGHPLFND*OLZLFH32/$1'

More information

Reflow Soldering of MEMS Microphones

Reflow Soldering of MEMS Microphones Reflow Soldering of MEMS Microphones Page 1 of 7 Introduction This application note provides guidance and suggestions for assembling boards with MEMS microphones. Parameter and profile details are presented,

More information

ENGR 132. Fall Exam 1 SOLUTIONS

ENGR 132. Fall Exam 1 SOLUTIONS ENGR 3 Fall 03 Exam SOLUTIONS INSTRUCTIONS: Duratio: 60 miutes Keep your eyes o your ow work! Keep your work covered at all times!. Each studet is resposible for followig directios. Read carefully.. MATLAB

More information

MAC Throughput Improvement Using Adaptive Contention Window

MAC Throughput Improvement Using Adaptive Contention Window Joural of Computer ad Commuicatios, 2015, 3, 1 14 Published Olie Jauary 2015 i SciRes. http://www.scirp.org/joural/jcc http://dx.doi.org/10.4236/jcc.2015.31001 MAC Throughput Improvemet Usig Adaptive Cotetio

More information

Digital Microfluidic Biochips Online Fault Detection Route Optimization Scheme Chuan-pei XU and Tong-zhou ZHAO *

Digital Microfluidic Biochips Online Fault Detection Route Optimization Scheme Chuan-pei XU and Tong-zhou ZHAO * 2018 Iteratioal Coferece o Commuicatio, Network ad Artificial Itelligece (CNAI 2018) ISBN: 978-1-60595-065-5 Digital Microfluidic Biochips Olie Fault Detectio Route Optimizatio Scheme Chua-pei XU ad Tog-zhou

More information

Reversible Centre Lid. With retention. Accept up to 2 x 40mm flexible conduits. See table on page 41. Maximum data cable access

Reversible Centre Lid. With retention. Accept up to 2 x 40mm flexible conduits. See table on page 41. Maximum data cable access cable hives Cable hives are a alterative to floor boxes & slab boxes for takig uderfloor power to uder desk level. They offer a ideal solutio for a fast, simple ad uobtrusive istallatio. Easy to istall

More information

Appendix A. Use of Operators in ARPS

Appendix A. Use of Operators in ARPS A Appedix A. Use of Operators i ARPS The methodology for solvig the equatios of hydrodyamics i either differetial or itegral form usig grid-poit techiques (fiite differece, fiite volume, fiite elemet)

More information

Design Optimization of the Parameters of Cycling Equipment Based on Ergonomics

Design Optimization of the Parameters of Cycling Equipment Based on Ergonomics Desig Optimizatio of the Parameters of Cyclig Equipmet Based o Ergoomics Shu Qiao 1*, Jiagfeg Lua, Da Dig 1 Liaoig Shihua Uiversity, Liaoig, Fushu,113001,Chia Physical fitess testig ceterliaoig shihua

More information

TELETERM M2 Series Programmable RTU s

TELETERM M2 Series Programmable RTU s DATASHEET Cofigurable Iputs ad Outputs 868, 900 or 58MHz radio port operatig i licesefree bads 0/00 Etheret port o C6Cx ISaGRAF 6 Programmable microsd Card Loggig Low power operatio Two serial ports (icl.

More information

EE 435. Lecture 26. Data Converters. Architectures. Characterization

EE 435. Lecture 26. Data Converters. Architectures. Characterization EE 435 Lecture 26 Data Coverters Architectures Characterizatio . Review from last lecture. Data Coverters Types: A/D (Aalog to Digital) Coverts Aalog Iput to a Digital Output D/A (Digital to Aalog) Coverts

More information

EE 459/500 HDL Based Digital Design with Programmable Logic. Lecture 13 Control and Sequencing: Hardwired and Microprogrammed Control

EE 459/500 HDL Based Digital Design with Programmable Logic. Lecture 13 Control and Sequencing: Hardwired and Microprogrammed Control EE 459/500 HDL Based Digital Desig with Programmable Logic Lecture 13 Cotrol ad Sequecig: Hardwired ad Microprogrammed Cotrol Refereces: Chapter s 4,5 from textbook Chapter 7 of M.M. Mao ad C.R. Kime,

More information

3SM102ETT13B MEMS Microphone

3SM102ETT13B MEMS Microphone MEMS Microphone Product Description The is a single chip top performing miniature analog audio IC based on CMOS foundry process. By integrating an acoustic transducer and an analog amplifier circuit into

More information

ACA-5036-A2-CC-S Specification

ACA-5036-A2-CC-S Specification 1. APPLICATION: WLAN, 802.11b/g, Bluetooth, etc ACA-5036-A2-CC-S Specification 2. Explanation of part number : AC A _ 5036 _ A2 _ CC _ S (1) (2) (3) (4) (5) (6) (7) (1) Product Type:Chip Antenna (2) Center

More information

Math Section 2.2 Polynomial Functions

Math Section 2.2 Polynomial Functions Math 1330 - Sectio. Polyomial Fuctios Our objectives i workig with polyomial fuctios will be, first, to gather iformatio about the graph of the fuctio ad, secod, to use that iformatio to geerate a reasoably

More information

Examples and Applications of Binary Search

Examples and Applications of Binary Search Toy Gog ITEE Uiersity of Queeslad I the secod lecture last week we studied the biary search algorithm that soles the problem of determiig if a particular alue appears i a sorted list of iteger or ot. We

More information

A New Mechanism for High Acceleration Wafer Transfer Based on Position and Orientation Adjustment

A New Mechanism for High Acceleration Wafer Transfer Based on Position and Orientation Adjustment A New Mechaism for High Acceleratio Wafer Trasfer Based o Positio ad Orietatio Adjustmet Fag SONG 1,Jiag CHENG 1,Yogjia GONG 1, Tao CHEN 2, Liig SUN 2 1 Laboratory of Itelliget Cotrol ad Robotics, Shaghai

More information

Improvement of the Orthogonal Code Convolution Capabilities Using FPGA Implementation

Improvement of the Orthogonal Code Convolution Capabilities Using FPGA Implementation Improvemet of the Orthogoal Code Covolutio Capabilities Usig FPGA Implemetatio Naima Kaabouch, Member, IEEE, Apara Dhirde, Member, IEEE, Saleh Faruque, Member, IEEE Departmet of Electrical Egieerig, Uiversity

More information

CS 683: Advanced Design and Analysis of Algorithms

CS 683: Advanced Design and Analysis of Algorithms CS 683: Advaced Desig ad Aalysis of Algorithms Lecture 6, February 1, 2008 Lecturer: Joh Hopcroft Scribes: Shaomei Wu, Etha Feldma February 7, 2008 1 Threshold for k CNF Satisfiability I the previous lecture,

More information

T Shaped Fractal Geomerty Based Micro Strip Patch Antenna

T Shaped Fractal Geomerty Based Micro Strip Patch Antenna ISSN 2395-1621 T Shaped Fractal Geomerty Based Micro Strip Patch Atea #1 Dr. Swapil Lahudkar, #2 Satosh Sigh, #3 Akit Yadav, #4 Pooja Kad 2 sk.sigh260@gmail.com #1 Prof. Departmet of Electroics ad Telecommuicatio

More information

Markov Chain Model of HomePlug CSMA MAC for Determining Optimal Fixed Contention Window Size

Markov Chain Model of HomePlug CSMA MAC for Determining Optimal Fixed Contention Window Size Markov Chai Model of HomePlug CSMA MAC for Determiig Optimal Fixed Cotetio Widow Size Eva Krimiger * ad Haiph Latchma Dept. of Electrical ad Computer Egieerig, Uiversity of Florida, Gaiesville, FL, USA

More information

Hash Tables. Presentation for use with the textbook Algorithm Design and Applications, by M. T. Goodrich and R. Tamassia, Wiley, 2015.

Hash Tables. Presentation for use with the textbook Algorithm Design and Applications, by M. T. Goodrich and R. Tamassia, Wiley, 2015. Presetatio for use with the textbook Algorithm Desig ad Applicatios, by M. T. Goodrich ad R. Tamassia, Wiley, 2015 Hash Tables xkcd. http://xkcd.com/221/. Radom Number. Used with permissio uder Creative

More information

Term Project Report. This component works to detect gesture from the patient as a sign of emergency message and send it to the emergency manager.

Term Project Report. This component works to detect gesture from the patient as a sign of emergency message and send it to the emergency manager. CS2310 Fial Project Loghao Li Term Project Report Itroductio I this project, I worked o expadig exercise 4. What I focused o is makig the real gesture recogizig sesor ad desig proper gestures ad recogizig

More information

An Improved Shuffled Frog-Leaping Algorithm for Knapsack Problem

An Improved Shuffled Frog-Leaping Algorithm for Knapsack Problem A Improved Shuffled Frog-Leapig Algorithm for Kapsack Problem Zhoufag Li, Ya Zhou, ad Peg Cheg School of Iformatio Sciece ad Egieerig Hea Uiversity of Techology ZhegZhou, Chia lzhf1978@126.com Abstract.

More information

MassLynx NT Guide to Data Acquisition

MassLynx NT Guide to Data Acquisition MassLyx NT Guide to Data Acquisitio Versio 3.5 24 th August 2000 Page i MassLyx NT Guide to Data Acquisitio The software described i this book is furished uder a licece agreemet ad may be used oly i accordace

More information

Counting Regions in the Plane and More 1

Counting Regions in the Plane and More 1 Coutig Regios i the Plae ad More 1 by Zvezdelia Stakova Berkeley Math Circle Itermediate I Group September 016 1. Overarchig Problem Problem 1 Regios i a Circle. The vertices of a polygos are arraged o

More information

9 x and g(x) = 4. x. Find (x) 3.6. I. Combining Functions. A. From Equations. Example: Let f(x) = and its domain. Example: Let f(x) = and g(x) = x x 4

9 x and g(x) = 4. x. Find (x) 3.6. I. Combining Functions. A. From Equations. Example: Let f(x) = and its domain. Example: Let f(x) = and g(x) = x x 4 1 3.6 I. Combiig Fuctios A. From Equatios Example: Let f(x) = 9 x ad g(x) = 4 f x. Fid (x) g ad its domai. 4 Example: Let f(x) = ad g(x) = x x 4. Fid (f-g)(x) B. From Graphs: Graphical Additio. Example:

More information

1. INTRODUCTION 2. REFERENCE MATERIAL. 1 of 8

1. INTRODUCTION 2. REFERENCE MATERIAL. 1 of 8 Application Specification 67 Positions 0.5 Pitch M.2(NGFF) MINICARD 114-115006 19May14 Rev. B NOTE All numerical values are in metric units [with U.S. customary units in brackets]. Dimensions are in millimeters.

More information

3SM122HZB1VA MEMS Microphone

3SM122HZB1VA MEMS Microphone Product Description The microphones are integrated with specialized pre-amplification ASIC to provide high sensitivity, high SNR output from a capacitive audio sensor. It s packaged for surface mounting

More information

FAST BIT-REVERSALS ON UNIPROCESSORS AND SHARED-MEMORY MULTIPROCESSORS

FAST BIT-REVERSALS ON UNIPROCESSORS AND SHARED-MEMORY MULTIPROCESSORS SIAM J. SCI. COMPUT. Vol. 22, No. 6, pp. 2113 2134 c 21 Society for Idustrial ad Applied Mathematics FAST BIT-REVERSALS ON UNIPROCESSORS AND SHARED-MEMORY MULTIPROCESSORS ZHAO ZHANG AND XIAODONG ZHANG

More information

3SM102E4T12A MEMS Microphone

3SM102E4T12A MEMS Microphone MEMS Microphone Product Description The is a monolithic MEMS top performing miniature analog microphone based on CMOS foundry process. By integrating an acoustic transducer and an analog amplifier circuit

More information

1. Introduction o Microscopic property responsible for MRI Show and discuss graphics that go from macro to H nucleus with N-S pole

1. Introduction o Microscopic property responsible for MRI Show and discuss graphics that go from macro to H nucleus with N-S pole Page 1 Very Quick Itroductio to MRI The poit of this itroductio is to give the studet a sufficietly accurate metal picture of MRI to help uderstad its impact o image registratio. The two major aspects

More information

A Recursive Blocked Schur Algorithm for Computing the Matrix Square Root. Deadman, Edvin and Higham, Nicholas J. and Ralha, Rui. MIMS EPrint: 2012.

A Recursive Blocked Schur Algorithm for Computing the Matrix Square Root. Deadman, Edvin and Higham, Nicholas J. and Ralha, Rui. MIMS EPrint: 2012. A Recursive Blocked Schur Algorithm for Computig the Matrix Square Root Deadma, Edvi ad Higham, Nicholas J. ad Ralha, Rui 212 MIMS EPrit: 212.26 Machester Istitute for Mathematical Scieces School of Mathematics

More information

CSC 220: Computer Organization Unit 11 Basic Computer Organization and Design

CSC 220: Computer Organization Unit 11 Basic Computer Organization and Design College of Computer ad Iformatio Scieces Departmet of Computer Sciece CSC 220: Computer Orgaizatio Uit 11 Basic Computer Orgaizatio ad Desig 1 For the rest of the semester, we ll focus o computer architecture:

More information

3SM102E4T13B MEMS Microphone

3SM102E4T13B MEMS Microphone MEMS Microphone Product Description The is a monolithic MEMS top performing miniature analog microphone based on CMOS foundry process. By integrating an acoustic transducer and an analog amplifier circuit

More information

LTCC Hybrid Coupler

LTCC Hybrid Coupler 1 / 11 1. Description 1-1. Part number: 1-. Features - Hybrid Coupler 3dB, 90 - Surface mount type - Suitable for operation frequency 1150 ~ 1650MHz - RoHS compliance - High stability in temperature and

More information

Assembly Considerations for Analog Devices Inc., mmodule TM BGA Packages

Assembly Considerations for Analog Devices Inc., mmodule TM BGA Packages Assembly Considerations for Analog Devices Inc., mmodule TM BGA Packages FEBRUARY 2018 2018 Analog Devices, Inc. All rights reserved. 1 Outline Package Construction PCB Design Guidelines Moisture Sensitivity,

More information

CSE 305. Computer Architecture

CSE 305. Computer Architecture CSE 305 Computer Architecture Computer Architecture Course Teachers Rifat Shahriyar (rifat1816@gmail.com) Johra Muhammad Moosa Textbook Computer Orgaizatio ad Desig (The Hardware/Software Iterface) David

More information

DIRECT SHEAR APPARATUS

DIRECT SHEAR APPARATUS DIRECT SHEAR APPARATUS I a direct shear test, the failure of the soil sample i shear is caused alog a predetermied plae. Test is performed as per IS 2720 part XIII The ormal load, strai ad shearig force

More information