Lean Warehouse: Low-Hanging Fruit
|
|
- Asher O’Brien’
- 7 years ago
- Views:
Transcription
1 Chapter 8 Lean Warehoue: Low-Hanging Fruit Lean i till in it early tage in upply chain and logitic, o it i ometime difficult finding a place to tart it. A place that many companie have found a a good place to tart i the warehoue, which wa dicued briefly earlier in the book. In the 21t century, the warehoue i becoming a trategic tool to be ued for a competitive advantage. Warehoue today are ditribution center upporting a JIT upply chain that i low cot, flexible, and efficient, epecially in the rapidly growing world of e-commerce. E-commerce growth affect both the warehoue and the inbound and outbound logitic that upport the facility. Lean Thinking in the Warehoue In The Skinny on Lean, Peter Bradley cite the following five-tep proce a a guide to implementing Lean principle, which can be applied to the ditribution environment a well a manufacturing: Identify what your cutomer expect and determine what value you add to the proce. For ditribution and logitic, that uually mean greater velocity. What it doen t mean i a lot of handling. Ditribution people aume all the handling they do add value, but cutomer don t ee it that way. No cutomer ak if a product ha been touched a lot, Womack ay. Mot people jut want their product. All thoe touche from a cutomer tandpoint are irrelevant. From an end cutomer tandpoint, le logitic i better. 87
2 88 Chapter 8 Lean Warehoue: Low-Hanging Fruit Plot the value tream. Identify all the tep involved in moving good through the ytem. Womack and Jone encourage the ue of value-tream mapping literally diagramming all the tep in the ditribution proce, from order to delivery. That diagram may help you pot activitie that add no value o that you can eliminate them. Make the proce flow. Dimantle any roadblock that prevent the free flow of material through the facility. Pull from the cutomer. The lean ytem i a pull ytem, drawing material and merchandie into the ditribution network baed on what cutomer want (not on hazy forecat). Purue perfection. Root out any remaining wate. Then do it again, and again, and again. [Bradley, 2006] The fact i that mot Lean concept can work well in the warehoue, epecially 5S (uually the firt activity to do a a good foundation for a Lean program), value tream mapping (VSM), team building, kaizen, problem olving and error proofing, kanban/pull ytem, line balancing, and cellular application and general wate reduction. At firt glance, many warehoue are very neat and organized, at leat in the cae of pure ditribution companie, and perhap le o at manufacturer (not their area of expertie!). However, once you get under the hood, there are plenty of opportunitie to be found. Aembling Order Warehoue operation eem to be very active, with people and equipment in contant motion. However, thi doe not mean they are productive. Order do not necearily keep moving. They tend to pile up and it, waiting between proceing tep, cauing clutter and taking up pace (all form of wate!). An analyi done around 2006 of a ditribution operation, a decribed in Are Your Warehoue Operation Lean? by Ken Gaunt howed that a typical order wa only being worked on 38 percent of it cycle time; 56 percent of the time order were idle while the remaining 6 percent involved employee dealing with problem uch a waiting for equipment, computer iue, interruption, and blocked aile.
3 Lean Thinking in the Warehoue 89 To radically improve thi type of performance, warehoue order hould be looked at a being aembled in the mot efficient manner, minimizing non-value activitie including delay in receiving, putting away, picking, packing, and loading, a well poor picking path, wated motion, congetion, and poor equipment condition and availability. For example, the order could be aigned baed on the amount of time or batche that it take to pick line item (etablihed in time motion tudie), intead of jut giving an entire order to a picker. Picker would be aigned zone. They would then feed worktation in regular interval to keep product flowing and o that packer and loader are not kept waiting. In general, you want to look at aile and rack layout to improve pace utilization, make ure product are arranged o that the mot frequently ued item are cloet to hipping to reduce travel ditance; heavily ue viual ytem for aile, rack, product, and workflow; avoid cluttered and blocked aile; and create houekeeping ytem to improve efficiency by enuring tool and equipment are available when and where they re needed. [Gaunt, 2006] Value Stream Mapping in the Warehoue A good way to attain better flow i to tart with VSM. The value tream map will give employee an overall view of all warehoue activitie, which allow them to ugget improvement in other area, a well a their own. It i a good way for everyone to undertand and agree on how the facility work and to come up with idea for improvement. Diplay the current and future tate map in the warehoue o that employee are able to ee previou improvement and take part in the ongoing effort. To ae the operation uing a value tream map, you need to involve the operator and upervior, identify Lean improvement and kaizen, quetion every activity, treat the warehoue like a large taging area, develop jutification a you go along, implement the Lean improvement uing the VSM plan, and then tart the cycle again. 5S or workplace organization ( a place for everything and everything in it place ), while eemingly imple, i a good place to tart, and it i ometime urpriing how much time people wate earching for thing.
4 90 Chapter 8 Lean Warehoue: Low-Hanging Fruit Lean Tool in the Warehoue In order to get any of thi done, a team approach i neceary to identify the wate in area uch a error (receiving, put away, picking, loading, etc.), inventory inaccuracy, damage, afety, and lot time. Lean tool, uch a problem olving (root caue, fihbone, etc.) and error proofing with tandardized work (e.g., viual intruction on how to ue a trapping machine or how to load/unload a truck) can alo be helpful in the warehoue environment. Pull ytem uing kanban are a natural in a warehoue for everything from packing material to form, a well a product aembly and kitting. If you do any value-added activitie uch a kitting or aembly, a many 3PL do, then work cell might be appropriate to minimize labor and maximize the ue of equipment and pace. Line balancing i a tool that can be ued in thi type of ituation not only in taffing, but alo to enure proper flow in the work cell. There even a place in the warehoue for total productive maintenance (TPM or equipment-related wate) a there plenty of equipment (ome automated) that might not be running a efficiently a poible (e.g., carouel, forklift, hand truck, trapper, etc.). Lean Warehoue Example Menlo Logitic, a major 3PL provider, ha not only implemented Lean at many of it facilitie, but alo ue it a a competitive weapon a can be een at their Web ite under Lean Logitic ( where they point out the following area where they look for wate: Mapping material flow in tudying material flow from raw material vendor to cutomer finihed good, we challenge each point
5 Lean Warehoue Example 91 at which material flow i topped. Method to peed up material flow include hipping ocean container directly from Aia to inland regional warehoue, intead of tranferring cargo to truck at the port of entry, and bypaing warehoue with large order that travel directly from factory to cutomer. Keeping driver and tractor moving the interface between warehouing and tranportation can often reult in wate. We attack thi problem by working with our carrier to drop trailer, freeing the driver and tractor to pick up a loaded one and keep moving. Through careful dock cheduling and ynchronization of warehoue workflow, we can live-load hipment quickly, minimizing driver dwell time. Uing milk run milk run reduce tranportation cot and build more conitency into an inbound upply network. Electronic data interchange (EDI) Menlo Worldwide Logitic make extenive ue of EDI and RoettaNet to pa data among our upply chain partner. Communicating data electronically eliminate error caued by manual data entry. Warehoue efficiency Menlo Worldwide Logitic team of indutrial engineer deign warehoue layout that treamline inbound and outbound flow, maximize labor efficiency, and deliver high pace utilization. We employ technique like dynamic lotting, cluter picking, tak management and ytem-directed putaway to optimize labor and pace efficiencie. Optimize tranportation route Menlo Worldwide Logitic LMS application optimize each load to meet delivery date with low-cot mode and carrier election. Packaging optimization We work with cutomer to explore the ue of returnable container for repetitive hipment to factorie. For finihed good, we can tudy packaging ize to uncover way to increae pallet and trailer utilization. Small change in carton ize can facilitate better torage utilization and lower tranportation cot. [ 2011] Furthermore, Menlo emphaize the ue of mitake-proofing tool uch a: Making it eay to do thing right and making it hard to do thing wrong
6 92 Chapter 8 Lean Warehoue: Low-Hanging Fruit Eay-to-read viual control Radio-frequency device coupled with bar-code technology Sytem-directed cycle counting at our warehoue Utilization of Six Sigma and SPC ISO procee Electronic data interchange (EDI) Standardized procee Implement repeatable, tandardized procee Etablih one bet way to perform each tak Viual documentation of procee Correct any activity that caue rework, unneceary adjutment or return Organized workplace (5S) [ 2011] All of thi reult in benefit to their cutomer uch a better ervice, lower cot, higher availability, higher cutomer atifaction, and more reliable deliverie. Thi in t jut talk either, a wa pointed out by Gary Forger in Menlo Get Lean. It decribe how Menlo Logitic operate a 250,000 facility in Michigan that had recently hipped 8,000 order in a 2 week period with no error and according to a recent audit ha inventory accuracy of percent. Thi ite wa the pilot ite for their Lean program (along with a dozen other Lean warehoue at the time) with a goal to reduce the cycle time and increae productivity of variou reource by eliminating wate. Menlo focue their metric on ervice, quality, delivery, cot, and employee morale. Warehoue operator work in 20-minute egment or mall batche imilar to what wa mentioned earlier in thi chapter. That maximize flexibility and allow labor to help minimize repone time to order. Item are lotted according to ize and velocity, and worker are aigned certain aile to keep neat and organized (and mut ign off on a checklit). Team leader own their procee, upervior and manager remove road block, and bonue of hourly team member are tied to metric and improved procee (a real key to ucce, I believe). Beide weekly departmental meeting to dicu performance and improvement, every month a kaizen event i held in which a many a ix worker concentrate on improving an operation. [Forger, 2005]
7 Lean Warehoue Example 93 Peter Bradley in The Skinny on Lean tated that Menlo Worldwide report that warehoue productivity improved 32 percent between January and November lat year, meaured by gain in line per hour. Defect, meaured a the error rate, dropped by a whopping 44 percent. The on-time percentage for hipment wa north of 99 percent in every one of thoe month, hitting 100 percent in eight of 11 month. And thoe involved think they can do more. [Bradley, 2006] Another major 3PL player, Ryder Logitic, highlight their Five LEAN Guiding Principle on their Web ite ( which provide the foundation for operation excellence, continuou improvement and upply chain efficiency. The guiding principle are: people involvement, built-in quality, tandardization, hort lead time, and continuou improvement. Ryder alo mention uing a variety of Lean tool in their buine, uch a workplace organization, viual management, work cell, tandardized work and even a Lean Academy. They not only include Lean application in the warehoue operation, but tart with determining the optimal ditribution network deign, which can ignificantly reduce wate in the overall upply chain network. They take thi very eriouly. A Ryder cae at the ite decribing how they took over Whirlpool ervice operation how how continuou improvement activitie reduced cot, improved hipment accuracy and order cycle time, and booted overall efficiency. The firt thing they determined wa that it wa more efficient to conolidate Whirlpool variou ervice facilitie into one location. After that, they implemented a variety of continuou improvement effort, including the creation of an inventory profile that identified the bet torage location for each part to improve efficiency of order picking, improved workflow procee leading to more efficient ue of labor, and collaboratively enhanced the exiting WMS ytem that enabled them to treamline the operation further. Ryder then keep track of five key performance indicator (KPI) on a monthly bai (the firt four of which are alo meaure of wate): hipment accuracy, inventory accuracy, order fill rate, order cycle time, and budget performance. [ 2011] The point of thee example i to how that not only i the warehoue an ideal place to tart a Lean upply chain and logitic journey, but that it can give you real reult and a competitive advantage in the marketplace.
8
Project Management Basics
Project Management Baic A Guide to undertanding the baic component of effective project management and the key to ucce 1 Content 1.0 Who hould read thi Guide... 3 1.1 Overview... 3 1.2 Project Management
More informationCASE STUDY ALLOCATE SOFTWARE
CASE STUDY ALLOCATE SOFTWARE allocate caetud y TABLE OF CONTENTS #1 ABOUT THE CLIENT #2 OUR ROLE #3 EFFECTS OF OUR COOPERATION #4 BUSINESS PROBLEM THAT WE SOLVED #5 CHALLENGES #6 WORKING IN SCRUM #7 WHAT
More informationSCM- integration: organiational, managerial and technological iue M. Caridi 1 and A. Sianei 2 Dipartimento di Economia e Produzione, Politecnico di Milano, Italy E-mail: maria.caridi@polimi.it Itituto
More informationUnit 11 Using Linear Regression to Describe Relationships
Unit 11 Uing Linear Regreion to Decribe Relationhip Objective: To obtain and interpret the lope and intercept of the leat quare line for predicting a quantitative repone variable from a quantitative explanatory
More informationApigee Edge: Apigee Cloud vs. Private Cloud. Evaluating deployment models for API management
Apigee Edge: Apigee Cloud v. Private Cloud Evaluating deployment model for API management Table of Content Introduction 1 Time to ucce 2 Total cot of ownerhip 2 Performance 3 Security 4 Data privacy 4
More informationQueueing systems with scheduled arrivals, i.e., appointment systems, are typical for frontal service systems,
MANAGEMENT SCIENCE Vol. 54, No. 3, March 28, pp. 565 572 in 25-199 ein 1526-551 8 543 565 inform doi 1.1287/mnc.17.82 28 INFORMS Scheduling Arrival to Queue: A Single-Server Model with No-Show INFORMS
More informationSubmission to the Network Rail s Long Term Planning Process London and South East Market Study
Submiion to the Network Rail Long Term Planning Proce London and South Eat Market Study Introduction Thi i the repone of London Luton Airport to Network Rail Long Term Planning Proce (LTPP) mot pecifically
More informationFEDERATION OF ARAB SCIENTIFIC RESEARCH COUNCILS
Aignment Report RP/98-983/5/0./03 Etablihment of cientific and technological information ervice for economic and ocial development FOR INTERNAL UE NOT FOR GENERAL DITRIBUTION FEDERATION OF ARAB CIENTIFIC
More informationCASE STUDY BRIDGE. www.future-processing.com
CASE STUDY BRIDGE TABLE OF CONTENTS #1 ABOUT THE CLIENT 3 #2 ABOUT THE PROJECT 4 #3 OUR ROLE 5 #4 RESULT OF OUR COLLABORATION 6-7 #5 THE BUSINESS PROBLEM THAT WE SOLVED 8 #6 CHALLENGES 9 #7 VISUAL IDENTIFICATION
More informationLaureate Network Products & Services Copyright 2013 Laureate Education, Inc.
Laureate Network Product & Service Copyright 2013 Laureate Education, Inc. KEY Coure Name Laureate Faculty Development...3 Laureate Englih Program...9 Language Laureate Signature Product...12 Length Laureate
More informationReturn on Investment and Effort Expenditure in the Software Development Environment
International Journal of Applied Information ytem (IJAI) IN : 2249-0868 Return on Invetment and Effort Expenditure in the oftware Development Environment Dineh Kumar aini Faculty of Computing and IT, ohar
More informationDISTRIBUTED DATA PARALLEL TECHNIQUES FOR CONTENT-MATCHING INTRUSION DETECTION SYSTEMS
DISTRIBUTED DATA PARALLEL TECHNIQUES FOR CONTENT-MATCHING INTRUSION DETECTION SYSTEMS Chritopher V. Kopek Department of Computer Science Wake Foret Univerity Winton-Salem, NC, 2709 Email: kopekcv@gmail.com
More informationA note on profit maximization and monotonicity for inbound call centers
A note on profit maximization and monotonicity for inbound call center Ger Koole & Aue Pot Department of Mathematic, Vrije Univeriteit Amterdam, The Netherland 23rd December 2005 Abtract We conider an
More informationDISTRIBUTED DATA PARALLEL TECHNIQUES FOR CONTENT-MATCHING INTRUSION DETECTION SYSTEMS. G. Chapman J. Cleese E. Idle
DISTRIBUTED DATA PARALLEL TECHNIQUES FOR CONTENT-MATCHING INTRUSION DETECTION SYSTEMS G. Chapman J. Cleee E. Idle ABSTRACT Content matching i a neceary component of any ignature-baed network Intruion Detection
More informationGet Here Jeffrey M. Kurtz Client Feedback Evaluation Implementation Extenion/Termination Solution Development Analyi Data Collection Problem Definition Entry & Contracting CORE to all Problem Solving Equilibrium
More informationCHARACTERISTICS OF WAITING LINE MODELS THE INDICATORS OF THE CUSTOMER FLOW MANAGEMENT SYSTEMS EFFICIENCY
Annale Univeritati Apuleni Serie Oeconomica, 2(2), 200 CHARACTERISTICS OF WAITING LINE MODELS THE INDICATORS OF THE CUSTOMER FLOW MANAGEMENT SYSTEMS EFFICIENCY Sidonia Otilia Cernea Mihaela Jaradat 2 Mohammad
More informationBi-Objective Optimization for the Clinical Trial Supply Chain Management
Ian David Lockhart Bogle and Michael Fairweather (Editor), Proceeding of the 22nd European Sympoium on Computer Aided Proce Engineering, 17-20 June 2012, London. 2012 Elevier B.V. All right reerved. Bi-Objective
More informationRISK MANAGEMENT POLICY
RISK MANAGEMENT POLICY The practice of foreign exchange (FX) rik management i an area thrut into the potlight due to the market volatility that ha prevailed for ome time. A a conequence, many corporation
More informationRequirements Engineering Databases: The Good, The Bad, and The Ugly
New England Databae Day (NEDBDay08) February 4, 2008 Requirement Engineering Databae: The Good, The Bad, and The Ugly Brian Berenbach Siemen Corporate Reearch brian.berenbach@iemen.com 1 Agenda Brief Introduction
More informationHow Enterprises Can Build Integrated Digital Marketing Experiences Using Drupal
How Enterprie Can Build Integrated Digital Marketing Experience Uing Drupal acquia.com 888.922.7842 1.781.238.8600 25 Corporate Drive, Burlington, MA 01803 How Enterprie Can Build Integrated Digital Marketing
More informationPerformance of a Browser-Based JavaScript Bandwidth Test
Performance of a Brower-Baed JavaScript Bandwidth Tet David A. Cohen II May 7, 2013 CP SC 491/H495 Abtract An exiting brower-baed bandwidth tet written in JavaScript wa modified for the purpoe of further
More informationA Note on Profit Maximization and Monotonicity for Inbound Call Centers
OPERATIONS RESEARCH Vol. 59, No. 5, September October 2011, pp. 1304 1308 in 0030-364X ein 1526-5463 11 5905 1304 http://dx.doi.org/10.1287/opre.1110.0990 2011 INFORMS TECHNICAL NOTE INFORMS hold copyright
More informationTips For Success At Mercer
Tip For Succe At Mercer 2008-2009 A Do-It-Yourelf Guide to Effective Study Skill Produced by the Office of Student Affair Welcome to You may be a recent high chool graduate about to tart your very firt
More information6. Friction, Experiment and Theory
6. Friction, Experiment and Theory The lab thi wee invetigate the rictional orce and the phyical interpretation o the coeicient o riction. We will mae ue o the concept o the orce o gravity, the normal
More informationREDUCTION OF TOTAL SUPPLY CHAIN CYCLE TIME IN INTERNAL BUSINESS PROCESS OF REAMER USING DOE AND TAGUCHI METHODOLOGY. Abstract. 1.
International Journal of Advanced Technology & Engineering Reearch (IJATER) REDUCTION OF TOTAL SUPPLY CHAIN CYCLE TIME IN INTERNAL BUSINESS PROCESS OF REAMER USING DOE AND Abtract TAGUCHI METHODOLOGY Mr.
More informationA Review On Software Testing In SDlC And Testing Tools
www.ijec.in International Journal Of Engineering And Computer Science ISSN:2319-7242 Volume - 3 Iue -9 September, 2014 Page No. 8188-8197 A Review On Software Teting In SDlC And Teting Tool T.Amruthavalli*,
More informationAPEC Environmental Goods and Services Work Program
APEC Environmental Good and Service In Sydney in 2007 APEC Leader committed, through wide-ranging and ambitiou action, a et out in the Sydney Action Agenda, to enuring the energy need of the economie whilt
More informationReport 4668-1b 30.10.2010. Measurement report. Sylomer - field test
Report 4668-1b Meaurement report Sylomer - field tet Report 4668-1b 2(16) Contet 1 Introduction... 3 1.1 Cutomer... 3 1.2 The ite and purpoe of the meaurement... 3 2 Meaurement... 6 2.1 Attenuation of
More informationGenuine Bendix. a l v e. c o m p r e. s o r s. s y e r. a i r. d r. s t r o n i c. e l e c. d i s c. b r a k e s. w h e e l. e n d X V.
v a l v e AHEAD OF THE CURVE AHEAD OF THE CURVE Genuine Bendix c o m p r e o r a i r d r y e r e l e c t r o n i c a i r d i c b r a k e w h e e l e n d X V i i o n GENUINE BENDIX NO CUTTING CORNERS. V
More informationScheduling of Jobs and Maintenance Activities on Parallel Machines
Scheduling of Job and Maintenance Activitie on Parallel Machine Chung-Yee Lee* Department of Indutrial Engineering Texa A&M Univerity College Station, TX 77843-3131 cylee@ac.tamu.edu Zhi-Long Chen** Department
More informationOptical Illusion. Sara Bolouki, Roger Grosse, Honglak Lee, Andrew Ng
Optical Illuion Sara Bolouki, Roger Groe, Honglak Lee, Andrew Ng. Introduction The goal of thi proect i to explain ome of the illuory phenomena uing pare coding and whitening model. Intead of the pare
More informationA Spam Message Filtering Method: focus on run time
, pp.29-33 http://dx.doi.org/10.14257/atl.2014.76.08 A Spam Meage Filtering Method: focu on run time Sin-Eon Kim 1, Jung-Tae Jo 2, Sang-Hyun Choi 3 1 Department of Information Security Management 2 Department
More informationOPINION PIECE. It s up to the customer to ensure security of the Cloud
OPINION PIECE It up to the cutomer to enure ecurity of the Cloud Content Don t outource what you don t undertand 2 The check lit 2 Step toward control 4 Due Diligence 4 Contract 4 E-dicovery 4 Standard
More informationAchieving Quality Through Problem Solving and Process Improvement
Quality Aurance Methodology Refinement Serie Achieving Quality Through Problem Solving and Proce Improvement Second Edition By Lynne Miller Franco Jeanne Newman Gaël Murphy Elizabeth Mariani Quality Aurance
More informationLicense & SW Asset Management at CES Design Services
Licene & SW Aet Management at CES Deign Service johann.poechl@iemen.com www.ces-deignservice.com 2003 Siemen AG Öterreich Overview 1. Introduction CES Deign Service 2. Objective and Motivation 3. What
More informationName: SID: Instructions
CS168 Fall 2014 Homework 1 Aigned: Wedneday, 10 September 2014 Due: Monday, 22 September 2014 Name: SID: Dicuion Section (Day/Time): Intruction - Submit thi homework uing Pandagrader/GradeScope(http://www.gradecope.com/
More informationFour Ways Companies Can Use Open Source Social Publishing Tools to Enhance Their Business Operations
Four Way Companie Can Ue Open Source Social Publihing Tool to Enhance Their Buine Operation acquia.com 888.922.7842 1.781.238.8600 25 Corporate Drive, Burlington, MA 01803 Four Way Companie Can Ue Open
More informationSoftware Engineering Management: strategic choices in a new decade
Software Engineering : trategic choice in a new decade Barbara Farbey & Anthony Finkeltein Univerity College London, Department of Computer Science, Gower St. London WC1E 6BT, UK {b.farbey a.finkeltein}@ucl.ac.uk
More informationRisk Management for a Global Supply Chain Planning under Uncertainty: Models and Algorithms
Rik Management for a Global Supply Chain Planning under Uncertainty: Model and Algorithm Fengqi You 1, John M. Waick 2, Ignacio E. Gromann 1* 1 Dept. of Chemical Engineering, Carnegie Mellon Univerity,
More informationnaifa Members: SERVING AMERICA S NEIGHBORHOODS FOR 120 YEARS
naifa Member: SERVING AMERICA S NEIGHBORHOODS FOR 120 YEARS National Aociation of Inurance and Financial Advior Serving America Neigborhood for Over 120 Year Since 1890, NAIFA ha worked to afeguard the
More informationBrand Equity Net Promoter Scores Versus Mean Scores. Which Presents a Clearer Picture For Action? A Non-Elite Branded University Example.
Brand Equity Net Promoter Score Veru Mean Score. Which Preent a Clearer Picture For Action? A Non-Elite Branded Univerity Example Ann Miti, Swinburne Univerity of Technology Patrick Foley, Victoria Univerity
More informationHow To Prepare For A Mallpox Outbreak
Iue Brief No. 1 Bioterrorim and Health Sytem Preparedne Addreing the Smallpox Threat: Iue, Strategie, and Tool www.ahrq.gov The Agency for Healthcare Reearch and Quality (AHRQ) i the lead agency charged
More informationT-test for dependent Samples. Difference Scores. The t Test for Dependent Samples. The t Test for Dependent Samples. s D
The t Tet for ependent Sample T-tet for dependent Sample (ak.a., Paired ample t-tet, Correlated Group eign, Within- Subject eign, Repeated Meaure,.. Repeated-Meaure eign When you have two et of core from
More informationA technical guide to 2014 key stage 2 to key stage 4 value added measures
A technical guide to 2014 key tage 2 to key tage 4 value added meaure CONTENTS Introduction: PAGE NO. What i value added? 2 Change to value added methodology in 2014 4 Interpretation: Interpreting chool
More informationSGROI FINANCIAL. Contact us if you are interested in getting access to our new Client Portal
the SGROI FINANCIAL N E W S L E T T E R INVESTMENTS ANNUITIES ESTATE PLANNING IRA S 401K PLANS 403(b) PLANS ROLLOVERS INSURANCE Sgroi Financial New Client Portal Streamline Information Acce Volume 5 Number
More informationTurbulent Mixing and Chemical Reaction in Stirred Tanks
Turbulent Mixing and Chemical Reaction in Stirred Tank André Bakker Julian B. Faano Blend time and chemical product ditribution in turbulent agitated veel can be predicted with the aid of Computational
More informationFree Enterprise, the Economy and Monetary Policy
Free Enterprie, the Economy and Monetary Policy free (fre) adj. not cont Free enterprie i the freedom of individual and buinee to power of another; at regulation. It enable individual and buinee to create,
More informationSupport Vector Machine Based Electricity Price Forecasting For Electricity Markets utilising Projected Assessment of System Adequacy Data.
The Sixth International Power Engineering Conference (IPEC23, 27-29 November 23, Singapore Support Vector Machine Baed Electricity Price Forecating For Electricity Maret utiliing Projected Aement of Sytem
More informationExposure Metering Relating Subject Lighting to Film Exposure
Expoure Metering Relating Subject Lighting to Film Expoure By Jeff Conrad A photographic expoure meter meaure ubject lighting and indicate camera etting that nominally reult in the bet expoure of the film.
More informationINFORMATION Technology (IT) infrastructure management
IEEE TRANSACTIONS ON CLOUD COMPUTING, VOL. 2, NO. 1, MAY 214 1 Buine-Driven Long-term Capacity Planning for SaaS Application David Candeia, Ricardo Araújo Santo and Raquel Lope Abtract Capacity Planning
More informationTap Into Smartphone Demand: Mobile-izing Enterprise Websites by Using Flexible, Open Source Platforms
Tap Into Smartphone Demand: Mobile-izing Enterprie Webite by Uing Flexible, Open Source Platform acquia.com 888.922.7842 1.781.238.8600 25 Corporate Drive, Burlington, MA 01803 Tap Into Smartphone Demand:
More informationApplications of Risk Analysis in Border Security Niyazi Onur Bakir, University of Southern California nbakir@usc.edu
Application of Rik Analyi in Border Security Niyazi Onur Bakir, Univerity of Southern California nbakir@uc.edu 1. Overview... 1. Reearch Accomplihment....1. Security of Incoming Truck to U.S. Southwetern
More informationPlease read the information that follows before beginning. Incomplete applications will delay the review and approval process.
Certified Manager Certification Application Intruction Completing the Application Congratulation on chooing to purue the Certified Manager (CM ) certification. The application i the tarting point toward
More informationPerformance of Multiple TFRC in Heterogeneous Wireless Networks
Performance of Multiple TFRC in Heterogeneou Wirele Network 1 Hyeon-Jin Jeong, 2 Seong-Sik Choi 1, Firt Author Computer Engineering Department, Incheon National Univerity, oaihjj@incheon.ac.kr *2,Correponding
More informationVery special thanks to Wolfgang Gentzsch and Burak Yenier for making the UberCloud HPC Experiment possible.
Digital manufacturing technology and convenient acce to High Performance Computing (HPC) in indutry R&D are eential to increae the quality of our product and the competitivene of our companie. Progre can
More informationv = x t = x 2 x 1 t 2 t 1 The average speed of the particle is absolute value of the average velocity and is given Distance travelled t
Chapter 2 Motion in One Dimenion 2.1 The Important Stuff 2.1.1 Poition, Time and Diplacement We begin our tudy of motion by conidering object which are very mall in comparion to the ize of their movement
More informationProgress 8 measure in 2016, 2017, and 2018. Guide for maintained secondary schools, academies and free schools
Progre 8 meaure in 2016, 2017, and 2018 Guide for maintained econdary chool, academie and free chool July 2016 Content Table of figure 4 Summary 5 A ummary of Attainment 8 and Progre 8 5 Expiry or review
More information2. METHOD DATA COLLECTION
Key to learning in pecific ubject area of engineering education an example from electrical engineering Anna-Karin Cartenen,, and Jonte Bernhard, School of Engineering, Jönköping Univerity, S- Jönköping,
More informationQUANTIFYING THE BULLWHIP EFFECT IN THE SUPPLY CHAIN OF SMALL-SIZED COMPANIES
Sixth LACCEI International Latin American and Caribbean Conference for Engineering and Technology (LACCEI 2008) Partnering to Succe: Engineering, Education, Reearch and Development June 4 June 6 2008,
More informationPlanning of Capacity and Inventory in a Manufacturing Supply Chain: Under Uncertain Demand. Acknowledgements. Outline
Planning of Capacity and Inventory in a Manufacturing Supply Chain: Under Uncertain Demand B. Dominguez Balletero,, C. Luca, G. Mitra,, C. Poojari Acknowledgement European Project SCHUMANN: Supply Chain
More informationBuilding a total solution for your Diploma success!
Time to get planning! Our own Diploma Reource Edexcel Diploma in Manufacturing and Product Deign Building a total olution for your Diploma ucce! Support for every part of the Diploma. Our own reource deliver
More informationMobile Network Configuration for Large-scale Multimedia Delivery on a Single WLAN
Mobile Network Configuration for Large-cale Multimedia Delivery on a Single WLAN Huigwang Je, Dongwoo Kwon, Hyeonwoo Kim, and Hongtaek Ju Dept. of Computer Engineering Keimyung Univerity Daegu, Republic
More informationyour Rights Consumer Guarantees Understanding Consumer Electronic Devices, Home Appliances & Home Entertainment Products
Conumer Guarantee Undertanding your Right Conumer Electronic Device, Home Appliance & Home Entertainment Product Voluntary Warranty Guide February 2014 JB Hi-Fi Group Pty Ltd (ABN 37 093 II4 286) The Autralian
More information12.4 Problems. Excerpt from "Introduction to Geometry" 2014 AoPS Inc. Copyrighted Material CHAPTER 12. CIRCLES AND ANGLES
HTER 1. IRLES N NGLES Excerpt from "Introduction to Geometry" 014 os Inc. onider the circle with diameter O. all thi circle. Why mut hit O in at leat two di erent point? (b) Why i it impoible for to hit
More informationQueueing Models for Multiclass Call Centers with Real-Time Anticipated Delays
Queueing Model for Multicla Call Center with Real-Time Anticipated Delay Oualid Jouini Yve Dallery Zeynep Akşin Ecole Centrale Pari Koç Univerity Laboratoire Génie Indutriel College of Adminitrative Science
More informationAssessing the Discriminatory Power of Credit Scores
Aeing the Dicriminatory Power of Credit Score Holger Kraft 1, Gerald Kroiandt 1, Marlene Müller 1,2 1 Fraunhofer Intitut für Techno- und Wirtchaftmathematik (ITWM) Gottlieb-Daimler-Str. 49, 67663 Kaierlautern,
More informationWarehouse Security System based on Embedded System
International Conference on Logitic Engineering, Management and Computer Science (LEMCS 2015) Warehoue Security Sytem baed on Embedded Sytem Gen Li Department of Electronic Engineering, Tianjin Univerity
More informationSHARESYNC SECURITY FEATURES
www.kyboxinnovation.com SHARESYNC SECURITY FEATURES ShareSync provide a high degree of ecurity and protection which allow adminitrator to: Aure compliance with ecurity bet practice Get full viibility over
More information1. Introduction. C. Camisullis 1, V. Giard 2, G. Mendy-Bilek 3
Proceeding of the 3 rd International Conference on Information Sytem, Logitic and Supply Chain Creating value through green upply chain ILS 2010 Caablanca (Morocco), April 14-16 The right information to
More informationTRID Technology Implementation
TRID Technology Implementation Jaime Koofky, Managing Attorney, Brady & Koofky PA Cecelia Raine, Co-Chair, Cloing Inight Adviory Board, RealEC Technologie Richard Triplett, CMB, Vice Preident, Director
More informationResearch Article An (s, S) Production Inventory Controlled Self-Service Queuing System
Probability and Statitic Volume 5, Article ID 558, 8 page http://dxdoiorg/55/5/558 Reearch Article An (, S) Production Inventory Controlled Self-Service Queuing Sytem Anoop N Nair and M J Jacob Department
More informationGroup Mutual Exclusion Based on Priorities
Group Mutual Excluion Baed on Prioritie Karina M. Cenci Laboratorio de Invetigación en Sitema Ditribuido Univeridad Nacional del Sur Bahía Blanca, Argentina kmc@c.un.edu.ar and Jorge R. Ardenghi Laboratorio
More informationINSIDE REPUTATION BULLETIN
email@inidetory.com.au www.inidetory.com.au +61 (2) 9299 9979 The reputational impact of outourcing overea The global financial crii ha reulted in extra preure on Autralian buinee to tighten their belt.
More informationTwo Dimensional FEM Simulation of Ultrasonic Wave Propagation in Isotropic Solid Media using COMSOL
Excerpt from the Proceeding of the COMSO Conference 0 India Two Dimenional FEM Simulation of Ultraonic Wave Propagation in Iotropic Solid Media uing COMSO Bikah Ghoe *, Krihnan Balaubramaniam *, C V Krihnamurthy
More informationAcceleration-Displacement Crash Pulse Optimisation A New Methodology to Optimise Vehicle Response for Multiple Impact Speeds
Acceleration-Diplacement Crah Pule Optimiation A New Methodology to Optimie Vehicle Repone for Multiple Impact Speed D. Gildfind 1 and D. Ree 2 1 RMIT Univerity, Department of Aeropace Engineering 2 Holden
More informationChange Management Plan Blackboard Help Course 24/7
MIT 530 Change Management Plan Help Coure 24/7 Submitted by: Sheri Anderon UNCW 4/20/2008 Introduction The Univerity of North Carolina Wilmington (UNCW) i a public comprehenive univerity, one of the ixteen
More informationDelivering the Next Generation of Satellite and Terrestrial Communications
Delivering the Next Generation of Satellite and Terretrial Communication Editor Letter Developing new technology i a daunting and neceary tak if companie are to tay competitive in today global communication
More informationComplete Streets: Best Policy and Implementation Practices. Barbara McCann and Suzanne Rynne, Editors. American Planning Association
Complete Street: Bet Policy and Implementation Practice Barbara McCann and Suzanne Rynne, Editor American Planning Aociation Planning Adviory Service Report Number 559 COMPLETE STREETS: BEST POLICY AND
More informationDecoding Predictive Marketing AN INTRODUCTORY GUIDE
Decoding Predictive Marketing AN INTRODUCTORY GUIDE ContentING PAGE 3 Introduction to Predictive Marketing PAGE 10 Hidden Inight in CRM and Marketing Automation PAGE 13 Undertanding Predictive Model PAGE
More informationTRADING rules are widely used in financial market as
Complex Stock Trading Strategy Baed on Particle Swarm Optimization Fei Wang, Philip L.H. Yu and David W. Cheung Abtract Trading rule have been utilized in the tock market to make profit for more than a
More informationGrowth and Sustainability of Managed Security Services Networks: An Economic Perspective
Growth and Sutainability of Managed Security Service etwork: An Economic Perpective Alok Gupta Dmitry Zhdanov Department of Information and Deciion Science Univerity of Minneota Minneapoli, M 55455 (agupta,
More informationControl Theory based Approach for the Improvement of Integrated Business Process Interoperability
www.ijcsi.org 201 Control Theory baed Approach for the Improvement of Integrated Buine Proce Interoperability Abderrahim Taoudi 1, Bouchaib Bounabat 2 and Badr Elmir 3 1 Al-Qualadi Reearch & Development
More informationStrategic Plan of the Codex Alimentarius Commission 2014-2019 1
Strategic Plan of the Codex Alimentariu Commiion 2014-2019 1 STRATEGIC PLAN OF THE CODEX ALIMENTARIUS COMMISSION 2014-2019 INTRODUCTION The Codex Alimentariu Commiion (CAC) wa etablihed by the Food and
More informationA three-layer supply chain integrated production-inventory model under permissible delay in payments in uncertain environments
Jana et al. Journal of Uncertainty Analyi and Application 13, 1:6 RESEARCH Open Acce A three-layer upply chain integrated production-inventory model under permiible delay in payment in uncertain environment
More informationA New Optimum Jitter Protection for Conversational VoIP
Proc. Int. Conf. Wirele Commun., Signal Proceing (Nanjing, China), 5 pp., Nov. 2009 A New Optimum Jitter Protection for Converational VoIP Qipeng Gong, Peter Kabal Electrical & Computer Engineering, McGill
More informationPatient Satisfaction Tip Book Improving Patient Perceptions
Patient Satifaction Tip Book Improving Patient Perception How to Ue thi Tip Book 2 Acce and Availability Tip 2 Survey Quetion 1 2 Survey Quetion 2 4 Survey Quetion 3 5 Survey Quetion 4 6 Suggeted Reading
More informationProfitability of Loyalty Programs in the Presence of Uncertainty in Customers Valuations
Proceeding of the 0 Indutrial Engineering Reearch Conference T. Doolen and E. Van Aken, ed. Profitability of Loyalty Program in the Preence of Uncertainty in Cutomer Valuation Amir Gandomi and Saeed Zolfaghari
More informationPerformance Evaluation of Business Processes through a Formal Transformation to SAN
Performance Evaluation of Buine Procee through a Formal Tranformation to SN Kelly Roa Braghetto 1, João Eduardo Ferreira 1, Jean-Marc Vincent 2 1 Department of Computer Science 2 Grenoble Informatic Laboratory
More informationMassachusetts Institute of Technology Department of Electrical Engineering and Computer Science
aachuett Intitute of Technology Department of Electrical Engineering and Computer Science 6.685 Electric achinery Cla Note 10: Induction achine Control and Simulation c 2003 Jame L. Kirtley Jr. 1 Introduction
More informationTowards Control-Relevant Forecasting in Supply Chain Management
25 American Control Conference June 8-1, 25. Portland, OR, USA WeA7.1 Toward Control-Relevant Forecating in Supply Chain Management Jay D. Schwartz, Daniel E. Rivera 1, and Karl G. Kempf Control Sytem
More informationThe Import-Export Paradigm for High-Quality College Courses
Public Policy Editor: Stephen Ruth ruth@gmu.edu The Import-Export Paradigm for High-Quality College Coure An Anwer to Tuition Through-the- Roof Cot Spiral? Stephen Ruth George Maon Univerity Three new
More informationChapter 10 Stocks and Their Valuation ANSWERS TO END-OF-CHAPTER QUESTIONS
Chapter Stoc and Their Valuation ANSWERS TO EN-OF-CHAPTER QUESTIONS - a. A proxy i a document giving one peron the authority to act for another, typically the power to vote hare of common toc. If earning
More informationBio-Plex Analysis Software
Multiplex Supenion Array Bio-Plex Analyi Software The Leader in Multiplex Immunoaay Analyi Bio-Plex Analyi Software If making ene of your multiplex data i your challenge, then Bio-Plex data analyi oftware
More informationMSc Financial Economics: International Finance. Bubbles in the Foreign Exchange Market. Anne Sibert. Revised Spring 2013. Contents
MSc Financial Economic: International Finance Bubble in the Foreign Exchange Market Anne Sibert Revied Spring 203 Content Introduction................................................. 2 The Mone Market.............................................
More informationHeat transfer to or from a fluid flowing through a tube
Heat tranfer to or from a fluid flowing through a tube R. Shankar Subramanian A common ituation encountered by the chemical engineer i heat tranfer to fluid flowing through a tube. Thi can occur in heat
More informationProducts and Services
Product and Service With client ranging from mall buinee to Fortune 500 firm, GIS ha vat experience undertanding and delivering on the unique need of a wide range of client. By providing uperior product
More informationGrowth and Sustainability of Managed Security Services Networks: An Economic Perspective
Growth and Sutainability of Managed Security Service etwork: An Economic Perpective Alok Gupta Dmitry Zhdanov Department of Information and Deciion Science Univerity of Minneota Minneapoli, M 55455 (agupta,
More informationThe Cash Flow Statement: Problems with the Current Rules
A C C O U N T I N G & A U D I T I N G accounting The Cah Flow Statement: Problem with the Current Rule By Neii S. Wei and Jame G.S. Yang In recent year, the tatement of cah flow ha received increaing attention
More informationMARINE HEALTH, SAFETY, QUALITY, ENVIRONMENTAL AND ENERGY MANAGEMENT (The ABS Guide for Marine Management Systems)
Guide for Marine Health, Safety, Quality and vironmental Management GUIDE FOR MARINE HEALTH, SAFETY, QUALITY, ENVIRONMENTAL AND ENERGY MANAGEMENT (The ABS Guide for Marine Management Sytem) APRIL 2012
More informationChapter 10 Velocity, Acceleration, and Calculus
Chapter 10 Velocity, Acceleration, and Calculu The firt derivative of poition i velocity, and the econd derivative i acceleration. Thee derivative can be viewed in four way: phyically, numerically, ymbolically,
More information