A lot of. face it these. does it affect kanban and

Size: px
Start display at page:

Download "A lot of. face it these. does it affect kanban and"

Transcription

1 A lot of manufacturers face it these days. But how does it affect kanban and average inventory?

2 >> REDUCED << DEMAND How it affects average inventory and what to do about it in 2009 B Y S T E V E C I M O R E L L I, C F P I M Introduction: "The Federal Reserve signaled Tuesday (January 6, 2009) that the recession could be longer and deeper than officials previously thought, with unemployment rising into next year and inflation slowing substantially... They now expect a deep contraction in the first half of the year and slow growth in the second half that won't make up for the losses." (The Wall Street Journal, Wednesday, January 7, 2009). With this grim outlook come significant opportunities for manufacturers, distributors and many other firms looking to fine-tune their inventory investments and supply chain strategies to meet the challenges ahead. To provide readers a recovery strategy, I am making available the cover story of the APICS Magazine January 2001 edition titled "Reduced Demand". The article was first published in response to the recession which began with the collapse of the "tech bubble", and is equally relevant in today's global economic crisis. (Author's note: The original article contained an error in the formula for Average Inventory. The corrected formula Avg. Inv. = SS + 1/2 Lot Size appears in the reprint to follow.) Steve Cimorelli, CFPIM, is an independent consultant and president of SCC Inventory Consulting, LLC (SCCInventory.com). He holds a BS in Engineering and has 30 years experience in aerospace, industrial equipment and commercial manufacturing, distribution and supply chain management. He can be reached at or by at steve.cimorelli@sccinventory.com.

3 COVER STORY > >R E D U C E D< < DE M AND B Y S T E V E C I M O R E L L I, C F P I M As business con d i ti ons con ti nue to slow and pred i cti ons for recovery ex tend furt h er into the futu re,n ow is the time to examine redu ced demand and its impact on materi a l rep l en i s h m ent sys tem s. More spec i f i c a lly, i t s a good time to examine kanban rep l en i s h m ent sys tem s, and the ef fects of va rious acti ons on avera ge inven tory. One stra tegy is the do nothing s tra tegy but this approach wi ll in fact increase inven tory. At a minimu m, a com p a ny mu s t h ave a process in place to keep kanban levels (order points) in sync with dem a n d. Th ere are also other steps a com p a ny can t a ke to improve its inven tory po s i ti on rel a tive to dem a n d. Let s start by revi ewing basic theory. The saw - tooth diagra m ( F i g u re 1) dep i cts the inven tory levels of a particular part nu m ber over time as inven tory is dep l eted and then rep l en i s h ed. D ef i n i ti on s : Figure 1 A t - a - G l a n c e The economy is forcing manufacturers to re-examine their strategies for dealing with reduced demand. One strategy is the do-nothing approach. If economic conditions continue on their present course, this approach will increase inventory. Negotiating shorter lead times and smaller lot sizes with suppliers can go a long way toward reducing inventory while maintaining an efficient kanban system. OP (ord er po i n t ) An establ i s h ed inven tory level, wh i ch wh en re ach ed signals the need to issue a rep l en i s h m ent order. SS (safety sto ck) A qu a n ti ty of i nven tory planned to be on hand to pro tect against flu ctu a ti ons in su pp ly or dem a n d. LT (lead ti m e ) The time requ i red to rep l enish inven tory. This is norm a lly measu red as the nu m ber of d ays from wh en the order point is bro ken to recei pt and put aw ay of t h e corre s ponding rep l en i s h m ent order. LS (lot size ) An establ i s h ed lot size, or order qu a n ti ty, repre s en ting an agreed - u pon amount of i nven tory in a rep l en i s h m ent order. D LT (demand throu gh lead ti m e ) The amount of i nventory ex pected to be used du ring the rep l en i s h m ent lead ti m e. J a n u a ry 2002 A P I C S The Performance A dva n t a ge 33

4 >> Without intending to, the company is now carrying 500 pieces more in safety stock (600 versus 100) than the original 10 percent needed to cover variability. Formu l a s : OP = DLT + SS D LT = Avera ge daily usage (piece s / d ay) x LT (days) = X piece s SS = percent of D LT. ( No te : Nu m erous met h odo l ogies ex i s t for determining safety stock level s : s t a ti s ti c a l,h eu ri s ti c, a n d o t h ers. For simplicity in the fo ll owing ex a m p l e s, we wi ll a s sume SS is set by com p a ny policy at 10 percent of dem a n d t h ro u gh lead ti m e. ) Avera ge inven tory = SS + 1 / 2 D LT Figure 2 Let s app ly the above formulas to a sample part nu m ber, XY Z, with the fo ll owing usage and rep l en i s h m ent para m eters : In i tial para m eters : D a i ly usage = 100 piece s LT = 10 days LS = 1200 piece s Kanban calculati on s : D LT = 100 pieces per day x 10 days = 1000 piece s SS = 10% x 1000 pieces = 100 piece s OP = DLT + SS = 1100 piece s Avera ge inven tory = SS + 1 / 2 LS = 100 pieces pieces : 2 = 700 piece s.( See Figure 2.) Figure 3 Figure 4 The do-nothing alter n a t i v e NOW L E T S E X A M I N E T H E i m p act of a 50 percent drop in demand with no acti on being taken to re s et kanban level s. We call this the do-nothing altern a tive. In this scen a ri o, D LT becom e s : D LT = 50 piece s / d ay x 10 days = 500 piece s Si n ce inven tory is now dep l eted at a slower ra te, the amount of i nven tory used du ring the rep l en i s h m ent lead time of 10 d ays is half what it had been. Th erefore more material wi ll be on hand wh en the rep l en i s h m ent order arrive s. App lying the formula OP = SS + DLT, and recognizing that OP is fixed and that DLT has ch a n ged, we re left with solvi n g the formula for the one remaining el em en t,s S : SS = OP DLT = 1100 pieces 500 pieces = 600 piece s In other word s, wi t h o ut intending to, the com p a ny is now c a rrying 500 pieces more in safety stock (600 versus 100) than the ori ginal 10 percent needed to cover va ri a bi l i ty. Th erefore avera ge inven tory wi ll also incre a s e : 34 A P I C S The Performance A dva n t a ge J a n u a ry 2002

5 Avera ge inven tory = SS + 1 / 2 LS = 600 pieces pieces = 1200 piece s These ef fects are shown gra ph i c a lly in Figure 3. The minimum solution SO W H AT S T H ES O LU T I O N? As a minimu m, the kanban l evel must be re s et to con s i der the new, l ower demand thro u gh l e ad ti m e,n ow at 500 piece s. Doing so, and app lying the po l i c y of SS at 10 percent of D LT, re sults in the fo ll owi n g : D LT = 50/day x 10 days = 500 piece s SS = 10% x 500 = 50 piece s Th erefore, OP = SS + DLT = 550 F i g u re 4 shows the order point back in line with dem a n d, and dra m a ti c a lly lower than the one re su l ting from the do - nothing approach. No ti ce, h owever, that avera ge inven tory is n ow well above the order poi n t, s om ething not seen in the i n i tial state. We ll ad d ress this later. It is worth noting that the above improvem ent app l i e s wh et h er the kanban sys tem in place is a simple fixed order poi n t, a two - bin sys tem, a sys tem em p l oying mu l tiple pull c a rd s, or any other va ri ety of k a n b a n. In the case of a fixed order poi n t, i den ti f ying a lower order point is stra i gh tforw a rd. In a two - bin sys tem, the size of e ach bin may need to be redu ced, or each may be fill ed on ly parti a lly with some type of m a x - f i ll level cl e a rly establ i s h ed. In a mu l ti - c a rd sys tem, rem oving one or more cards accomplishes the redu cti on. Next steps LOO K I N G AG A I N AT FI G U R E 4,i t s fairly evi dent that the lot size is high er than nece s s a ry, t hus con tri buting to high ert h a n - n ece s s a ry avera ge inven tory. An immed i a te next step would be to nego ti a te a redu ced lot size with the su pp l i er, t h ereby obtaining small er and more frequ ent del iveri e s. Cut ti n g the lot size in half, to 600, would sti ll en su re rep l en i s h m en t a bove the order poi n t, and cut avera ge inven tory from 650 to 350 (SS of 50 plus 1/ 2 LS of ). Fu rt h er redu cti ons in avera ge inven tory could be ach i eved by nego ti a ting a shorter LT with the su pp l i er. At an avera ge d a i ly usage of 50 piece s, e ach day taken out of LT would all ow the OP to be dropped by 50 piece s, and SS by 5. E ach of t h e s e s teps is con s i s tent with lean inven tory pri n c i p l e s. The examples we ve loo ked at cl e a rly dem on s tra te severa l t h i n gs.f i rs t, kanban levels must be revi ewed and ad ju s ted reg u- l a rly to en su re they are kept in sync with dem a n d. Secon dly, doing nothing in a peri od of declining demand dra m a ti c a lly i n cre a se si nven tory. This is espec i a lly insidious since du ring su ch peri ods managem ent ri gh t ly ex pects inven tory to decline in proporti on to declining sales. Convers ely, doing nothing du ring a peri od of i n cre a s i n g s a l e s wi ll redu ce inven tory level s,c re a ting the po ten tial for insu f f i c i en t i nven tory to cover demand and po s s i ble stocko ut s.l a s t ly, n egoti a ting shorter lead times and small er lot sizes with su pp l i ers can f u rt h er redu ce inven tory, while maintaining a rel i a ble kanban s ys tem and su pporting high levels of c u s tom er servi ce. >> K a n b a n l evels must be r ev i ewed and adjusted regularl y to ensure they are kept in sync with d e m a n d. Managing the risk TH E SE P T E M B E R 11 T E R RO R I S T a t t acks forced com p a- nies to con s i der a va ri ety of re s ponses to managing new inventory ri s k s. The rel entless em phasis on lean manu f actu ring and ju s t - i n - time inven tory may need to be recon s i dered to acco u n t for re a l, or po ten ti a l, d i s ru pti ons in su pp ly ch a i n s. The Ford Mo tor Com p a ny, for ex a m p l e, has mod i f i ed how it handles its lean inven tory business model. In s te ad of c a rrying almost no i nven tory, the autom a ker now stockpiles en gines and other c ri tical com pon ents at some of its U. S.p l a n t s. Ford says that it s not giving up its JIT inven tory model, but it has to plan for po s s i ble parts short a ge s. Ot h ers are taking a different approach, preferring to assess the risks of d i s ru pti on in their mu l ti - ti ered su pp ly chains and con s i der more limited re acti on s. These inclu de adding safety s tock, or lead time bu f fers, to those items in high - risk su pp ly ch a i n s. Rega rdless of the approach taken, the dec i s i ons must be b a s ed on sound fundamen t a l s,s ome of wh i ch we ve ex a m i n ed h ere. Nobody likes to hear the words redu ced dem a n d but proper inven tory planning can help manu f actu rers ease the p a i n. S t eve Cimore l l i,c F P I M, is a staff material analyst for Square D C o m p a ny. He holds a BS in Industrial Engineering, and has 20 years experience in aerospace, m i l i t a ry, and commercial manu f a c t u r i n g. He can be reached at , or via at cimore l s q u a re d. c o m. J a n u a ry 2002 A P I C S The Performance A dva n t a ge 35

A L A BA M A L A W R E V IE W

A L A BA M A L A W R E V IE W A L A BA M A L A W R E V IE W Volume 52 Fall 2000 Number 1 B E F O R E D I S A B I L I T Y C I V I L R I G HT S : C I V I L W A R P E N S I O N S A N D TH E P O L I T I C S O F D I S A B I L I T Y I N

More information

P a g e 5 1 of R e p o r t P B 4 / 0 9

P a g e 5 1 of R e p o r t P B 4 / 0 9 P a g e 5 1 of R e p o r t P B 4 / 0 9 J A R T a l s o c o n c l u d e d t h a t a l t h o u g h t h e i n t e n t o f N e l s o n s r e h a b i l i t a t i o n p l a n i s t o e n h a n c e c o n n e

More information

T h e C S E T I P r o j e c t

T h e C S E T I P r o j e c t T h e P r o j e c t T H E P R O J E C T T A B L E O F C O N T E N T S A r t i c l e P a g e C o m p r e h e n s i v e A s s es s m e n t o f t h e U F O / E T I P h e n o m e n o n M a y 1 9 9 1 1 E T

More information

OH BOY! Story. N a r r a t iv e a n d o bj e c t s th ea t e r Fo r a l l a g e s, fr o m th e a ge of 9

OH BOY! Story. N a r r a t iv e a n d o bj e c t s th ea t e r Fo r a l l a g e s, fr o m th e a ge of 9 OH BOY! O h Boy!, was or igin a lly cr eat ed in F r en ch an d was a m a jor s u cc ess on t h e Fr en ch st a ge f or young au di enc es. It h a s b een s een by ap pr ox i ma t ely 175,000 sp ect at

More information

P a g e 3 6 of R e p o r t P B 4 / 0 9

P a g e 3 6 of R e p o r t P B 4 / 0 9 P a g e 3 6 of R e p o r t P B 4 / 0 9 p r o t e c t h um a n h e a l t h a n d p r o p e r t y fr om t h e d a n g e rs i n h e r e n t i n m i n i n g o p e r a t i o n s s u c h a s a q u a r r y. J

More information

Software Process Models there are many process model s in th e li t e ra t u re, s om e a r e prescriptions and some are descriptions you need to mode

Software Process Models there are many process model s in th e li t e ra t u re, s om e a r e prescriptions and some are descriptions you need to mode Unit 2 : Software Process O b j ec t i ve This unit introduces software systems engineering through a discussion of software processes and their principal characteristics. In order to achieve the desireable

More information

Instruction Sheet COOL SERIES DUCT COOL LISTED H NK O. PR D C FE - Re ove r fro e c sed rea. I Page 1 Rev A

Instruction Sheet COOL SERIES DUCT COOL LISTED H NK O. PR D C FE - Re ove r fro e c sed rea. I Page 1 Rev A Instruction Sheet COOL SERIES DUCT COOL C UL R US LISTED H NK O you or urc s g t e D C t oroug y e ore s g / as e OL P ea e rea g product PR D C FE RES - Re ove r fro e c sed rea t m a o se e x o duct

More information

176 5 t h Fl oo r. 337 P o ly me r Ma te ri al s

176 5 t h Fl oo r. 337 P o ly me r Ma te ri al s A g la di ou s F. L. 462 E l ec tr on ic D ev el op me nt A i ng er A.W.S. 371 C. A. M. A l ex an de r 236 A d mi ni st ra ti on R. H. (M rs ) A n dr ew s P. V. 326 O p ti ca l Tr an sm is si on A p ps

More information

What are S M U s? SMU = Software Maintenance Upgrade Software patch del iv ery u nit wh ich once ins tal l ed and activ ated prov ides a point-fix for

What are S M U s? SMU = Software Maintenance Upgrade Software patch del iv ery u nit wh ich once ins tal l ed and activ ated prov ides a point-fix for SMU 101 2 0 0 7 C i s c o S y s t e m s, I n c. A l l r i g h t s r e s e r v e d. 1 What are S M U s? SMU = Software Maintenance Upgrade Software patch del iv ery u nit wh ich once ins tal l ed and activ

More information

H STO RY OF TH E SA NT

H STO RY OF TH E SA NT O RY OF E N G L R R VER ritten for the entennial of th e Foundin g of t lair oun t y on ay 8 82 Y EEL N E JEN K RP O N! R ENJ F ] jun E 3 1 92! Ph in t ed b y h e t l a i r R ep u b l i c a n O 4 1922

More information

CATAVASII LA NAȘTEREA DOMNULUI DUMNEZEU ȘI MÂNTUITORULUI NOSTRU, IISUS HRISTOS. CÂNTAREA I-A. Ήχος Πα. to os se e e na aș te e e slă ă ă vi i i i i

CATAVASII LA NAȘTEREA DOMNULUI DUMNEZEU ȘI MÂNTUITORULUI NOSTRU, IISUS HRISTOS. CÂNTAREA I-A. Ήχος Πα. to os se e e na aș te e e slă ă ă vi i i i i CATAVASII LA NAȘTEREA DOMNULUI DUMNEZEU ȘI MÂNTUITORULUI NOSTRU, IISUS HRISTOS. CÂNTAREA I-A Ήχος α H ris to os s n ș t slă ă ă vi i i i i ți'l Hris to o os di in c ru u uri, în tâm pi i n ți i'l Hris

More information

Executive Committee and Officers ( )

Executive Committee and Officers ( ) Gifted and Talented International V o l u m e 2 4, N u m b e r 2, D e c e m b e r, 2 0 0 9. G i f t e d a n d T a l e n t e d I n t e r n a t i o n a2 l 4 ( 2), D e c e m b e r, 2 0 0 9. 1 T h e W o r

More information

C o r p o r a t e l i f e i n A n c i e n t I n d i a e x p r e s s e d i t s e l f

C o r p o r a t e l i f e i n A n c i e n t I n d i a e x p r e s s e d i t s e l f C H A P T E R I G E N E S I S A N D GROWTH OF G U IL D S C o r p o r a t e l i f e i n A n c i e n t I n d i a e x p r e s s e d i t s e l f i n a v a r i e t y o f f o r m s - s o c i a l, r e l i g i

More information

Ash Wednesday. First Introit thing. * Dómi- nos. di- di- nos, tú- ré- spi- Ps. ne. Dó- mi- Sál- vum. intra-vé-runt. Gló- ri-

Ash Wednesday. First Introit thing. * Dómi- nos. di- di- nos, tú- ré- spi- Ps. ne. Dó- mi- Sál- vum. intra-vé-runt. Gló- ri- sh Wdsdy 7 gn mult- tú- st Frst Intrt thng X-áud m. ns ní- m-sr-cór- Ps. -qu Ptr - m- Sál- vum m * usqu 1 d fc á-rum sp- m-sr-t- ó- num Gló- r- Fí- l- Sp-rí- : quó-n- m ntr-vé-runt á- n-mm c * m- quó-n-

More information

Pleasing the Court Writing Ethical and Effective Briefs

Pleasing the Court Writing Ethical and Effective Briefs Pleasing the Court Pleasing the Court Writing Ethical and Effective Briefs Judith D. Fischer Carolina Academic Press Durham, North Carolina Copyri ght 2005 Judith D. F i s ch er All Ri ghts Re s erved

More information

Lesson Ten. What role does energy play in chemical reactions? Grade 8. Science. 90 minutes ENGLISH LANGUAGE ARTS

Lesson Ten. What role does energy play in chemical reactions? Grade 8. Science. 90 minutes ENGLISH LANGUAGE ARTS Lesson Ten What role does energy play in chemical reactions? Science Asking Questions, Developing Models, Investigating, Analyzing Data and Obtaining, Evaluating, and Communicating Information ENGLISH

More information

Table of C on t en t s Global Campus 21 in N umbe r s R e g ional Capac it y D e v e lopme nt in E-L e ar ning Structure a n d C o m p o n en ts R ea

Table of C on t en t s Global Campus 21 in N umbe r s R e g ional Capac it y D e v e lopme nt in E-L e ar ning Structure a n d C o m p o n en ts R ea G Blended L ea r ni ng P r o g r a m R eg i o na l C a p a c i t y D ev elo p m ent i n E -L ea r ni ng H R K C r o s s o r d e r u c a t i o n a n d v e l o p m e n t C o p e r a t i o n 3 0 6 0 7 0 5

More information

I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o

I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o u l d a l w a y s b e t a k e n, i n c l u d f o l

More information

M Line Card Redundancy with Y-Cab l es Seamless Line Card Failover Solu t ion f or Line Card H ardw or Sof t w are Failu res are Leverages hardware Y-

M Line Card Redundancy with Y-Cab l es Seamless Line Card Failover Solu t ion f or Line Card H ardw or Sof t w are Failu res are Leverages hardware Y- Line Card Redundancy with Y-Cab l es Technical Overview 1 M Line Card Redundancy with Y-Cab l es Seamless Line Card Failover Solu t ion f or Line Card H ardw or Sof t w are Failu res are Leverages hardware

More information

Use precise language and domain-specific vocabulary to inform about or explain the topic. CCSS.ELA-LITERACY.WHST D

Use precise language and domain-specific vocabulary to inform about or explain the topic. CCSS.ELA-LITERACY.WHST D Lesson eight What are characteristics of chemical reactions? Science Constructing Explanations, Engaging in Argument and Obtaining, Evaluating, and Communicating Information ENGLISH LANGUAGE ARTS Reading

More information

THIS PAGE DECLASSIFIED IAW E

THIS PAGE DECLASSIFIED IAW E THS PAGE DECLASSFED AW E0 2958 BL K THS PAGE DECLASSFED AW E0 2958 THS PAGE DECLASSFED AW E0 2958 B L K THS PAGE DECLASSFED AW E0 2958 THS PAGE DECLASSFED AW EO 2958 THS PAGE DECLASSFED AW EO 2958 THS

More information

of HIGHE R E DUCAT I ON

of HIGHE R E DUCAT I ON AT LANTA IN TH E NAT IONAL LA N DSCAPE of HIGHE R E DUCAT I ON MSA Study1 N o AT LA N TA I N T H E NAT I ONA L LA N D S C A PE of HIG H E R EDUCAT I ON C O N T E N T S In t r o du c t i o n 1 To t he Re

More information

Form and content. Iowa Research Online. University of Iowa. Ann A Rahim Khan University of Iowa. Theses and Dissertations

Form and content. Iowa Research Online. University of Iowa. Ann A Rahim Khan University of Iowa. Theses and Dissertations University of Iowa Iowa Research Online Theses and Dissertations 1979 Form and content Ann A Rahim Khan University of Iowa Posted with permission of the author. This thesis is available at Iowa Research

More information

I N F O R M A T I O N A N D C O M M U N I C A T I O N S T E C H N O L O G Y C O U N C I L ( I C T C )

I N F O R M A T I O N A N D C O M M U N I C A T I O N S T E C H N O L O G Y C O U N C I L ( I C T C ) AUTONOMOUS VEHICLES AND THE FUTURE OF WORK IN CANADA GO R E S E A R C H B Y : I N F O R M A T I O N A N D C O M M U N I C A T I O N S T E C H N O L O G Y C O U N C I L ( I C T C ) F U N D I N G P R O V

More information

Agenda Rationale for ETG S eek ing I d eas ETG fram ew ork and res u lts 2

Agenda Rationale for ETG S eek ing I d eas ETG fram ew ork and res u lts 2 Internal Innovation @ C is c o 2 0 0 6 C i s c o S y s t e m s, I n c. A l l r i g h t s r e s e r v e d. C i s c o C o n f i d e n t i a l 1 Agenda Rationale for ETG S eek ing I d eas ETG fram ew ork

More information

DETAIL MEASURE EVALUATE

DETAIL MEASURE EVALUATE MEASURE EVALUATE B I M E q u i t y BIM Workflow Guide MEASURE EVALUATE Introduction We o e to ook 2 i t e BIM Workflow Guide i uide wi tr i you i re ti ore det i ed ode d do u e t tio u i r i d riou dd

More information

Functional pottery [slide]

Functional pottery [slide] Functional pottery [slide] by Frank Bevis Fabens A thesis submitted in partial fulfillment of the requirements for the degree of Master of Fine Arts Montana State University Copyright by Frank Bevis Fabens

More information

Beechwood Music Department Staff

Beechwood Music Department Staff Beechwood Music Department Staff MRS SARAH KERSHAW - HEAD OF MUSIC S a ra h K e rs h a w t r a i n e d a t t h e R oy a l We ls h C o l le g e of M u s i c a n d D ra m a w h e re s h e ob t a i n e d

More information

We help hotels and restaurants SAYHELLO.

We help hotels and restaurants SAYHELLO. _updated 16 july 2018 Your logo is the face of your business visual identity and the capstone to its graphic language. It s one of the first ways you greet your guests and continue to engage with them throughout

More information

Calculation exercise 1 MRP, JIT, TOC and SOP. Dr Jussi Heikkilä

Calculation exercise 1 MRP, JIT, TOC and SOP. Dr Jussi Heikkilä Calculation exercise 1 MRP, JIT, TOC and SOP Dr Jussi Heikkilä Problem 1: MRP in XYZ Company fixed lot size Item A Period 1 2 3 4 5 6 7 8 9 10 Gross requirements 71 46 49 55 52 47 51 48 56 51 Scheduled

More information

Gen ova/ Pavi a/ Ro ma Ti m i ng Count er st at Sep t. 2004

Gen ova/ Pavi a/ Ro ma Ti m i ng Count er st at Sep t. 2004 Ti m i ng Count er st at us @ Sep t. 2004 1 Ti m i n g Cou n t er act i vi t i es Ti m i n g r esol u t i on : 100 p s FWHM h ave b een ach i eved. PM s ch ar act er ised i n t h e COBRA m ag n et f or

More information

Use precise language and domain-specific vocabulary to inform about or explain the topic. CCSS.ELA-LITERACY.WHST D

Use precise language and domain-specific vocabulary to inform about or explain the topic. CCSS.ELA-LITERACY.WHST D Lesson seven What is a chemical reaction? Science Constructing Explanations, Engaging in Argument and Obtaining, Evaluating, and Communicating Information ENGLISH LANGUAGE ARTS Reading Informational Text,

More information

Dangote Flour Mills Plc

Dangote Flour Mills Plc SUMMARY OF OFFER Opening Date 6 th September 27 Closing Date 27 th September 27 Shares on Offer 1.25bn Ord. Shares of 5k each Offer Price Offer Size Market Cap (Post Offer) Minimum Offer N15. per share

More information

Building Harmony and Success

Building Harmony and Success Belmont High School Quantum Building Harmony and Success October 2016 We acknowledge the traditional custodians of this land and pay our respects to elders past and present Phone: (02) 49450600 Fax: (02)

More information

CPU. 60%/yr. Moore s Law. Processor-Memory Performance Gap: (grows 50% / year) DRAM. 7%/yr. DRAM

CPU. 60%/yr. Moore s Law. Processor-Memory Performance Gap: (grows 50% / year) DRAM. 7%/yr. DRAM ecture 1 3 C a ch e B a s i cs a n d C a ch e P erf o rm a n ce Computer Engineering 585 F a l l 2 0 0 2 What Is emory ierarchy typical memory hierarchy today "! '& % ere we focus on 1/2/3 caches and main

More information

I N A C O M P L E X W O R L D

I N A C O M P L E X W O R L D IS L A M I C E C O N O M I C S I N A C O M P L E X W O R L D E x p l o r a t i o n s i n A g-b eanste d S i m u l a t i o n S a m i A l-s u w a i l e m 1 4 2 9 H 2 0 0 8 I s l a m i c D e v e l o p m e

More information

User Equilibrium in a Disrupted Network with Real-Time Information and Heterogeneous Risk Attitude

User Equilibrium in a Disrupted Network with Real-Time Information and Heterogeneous Risk Attitude University of Massachusetts Amherst ScholarWorks@UMass Amherst Masters Theses 1911 - February 2014 2012 User Equilibrium in a Disrupted Network with Real-Time Information and Heterogeneous Risk Attitude

More information

c. What is the average rate of change of f on the interval [, ]? Answer: d. What is a local minimum value of f? Answer: 5 e. On what interval(s) is f

c. What is the average rate of change of f on the interval [, ]? Answer: d. What is a local minimum value of f? Answer: 5 e. On what interval(s) is f Essential Skills Chapter f ( x + h) f ( x ). Simplifying the difference quotient Section. h f ( x + h) f ( x ) Example: For f ( x) = 4x 4 x, find and simplify completely. h Answer: 4 8x 4 h. Finding the

More information

HIV/AIDS MEDICINES AND RELATED SUPPLIES: Contemporary Context and Procurement TECHNICAL GUIDE

HIV/AIDS MEDICINES AND RELATED SUPPLIES: Contemporary Context and Procurement TECHNICAL GUIDE HIV/AIDS MEDICINES AND RELATED SUPPLIES: Contemporary Context and Procurement TECHNICAL GUIDE February 2004 WB HIV/AID TECHNICAL GUIDE TABLE OF CONTENTS 1 Table of Contents Foreword E xec utive Su m m

More information

STANDARDIZATION OF BLENDED NECTAR USING BANANA PSEUDOSTEM SAP AND MANGO PULP SANTOSH VIJAYBHAI PATEL

STANDARDIZATION OF BLENDED NECTAR USING BANANA PSEUDOSTEM SAP AND MANGO PULP SANTOSH VIJAYBHAI PATEL STANDARDIZATION OF BLENDED NECTAR USING BANANA PSEUDOSTEM SAP AND MANGO PULP BY SANTOSH VIJAYBHAI PATEL B.Sc. (Hons.) Horticulture DEPARTMENT OF POST HARVEST TECHNOLOGY ASPEE COLLEGE OF HORTICULTURE AND

More information

shhgs@wgqqh.com chinapub 2002 7 Bruc Eckl 1000 7 Bruc Eckl 1000 Th gnsis of th computr rvolution was in a machin. Th gnsis of our programming languags thus tnds to look lik that Bruc machin. 10 7 www.wgqqh.com/shhgs/tij.html

More information

Assessing Socioeconomic Impacts of Climate Change on US Fo r e s t s, Wo o d - Product Mark e t s, and Forest Recreation

Assessing Socioeconomic Impacts of Climate Change on US Fo r e s t s, Wo o d - Product Mark e t s, and Forest Recreation Assessing Socioeconomic Impacts of Climate Change on US Fo r e s t s, Wo o d - Product Mark e t s, and Forest Recreation Articles L L OYD C. IRLAND, DARIUS ADA M S, RALPH ALIG, CARTER J. BETZ, CHI-CHUNG

More information

Results as of 30 September 2018

Results as of 30 September 2018 rt Results as of 30 September 2018 F r e e t r a n s l a t ion f r o m t h e o r ig ina l in S p a n is h. I n t h e e v e n t o f d i s c r e p a n c y, t h e Sp a n i s h - la n g u a g e v e r s ion

More information

COMPILATION OF AUTOMATA FROM MORPHOLOGICAL TWO-LEVEL RULES

COMPILATION OF AUTOMATA FROM MORPHOLOGICAL TWO-LEVEL RULES Kimmo Koskenniemi Re se ar ch Unit for Co mp ut at io na l Li ng ui st ic s University of Helsinki, Hallituskatu 11 SF-00100 Helsinki, Finland COMPILATION OF AUTOMATA FROM MORPHOLOGICAL TWO-LEVEL RULES

More information

Use r m an ual 東京 工 業 大 学. Co pyright(c) Tokyo Inst it u te of Te c h n o l o g y. A ll r i g hts re s e r ve d.

Use r m an ual 東京 工 業 大 学. Co pyright(c) Tokyo Inst it u te of Te c h n o l o g y. A ll r i g hts re s e r ve d. Use r m an ual 東京 工 業 大 学 Co pyright(c) Tokyo Inst it u te of Te c h n o l o g y. A ll r i g hts re s e r ve d. .E mail a ddre ss i n p u t co mp lete d p a ge V i s i t T2 B OX em a il a ddress inpu t

More information

Welcome to the Public Meeting Red Bluff Road from Kirby Boulevard to State Highway 146 Harris County, Texas CSJ No.: December 15, 2016

Welcome to the Public Meeting Red Bluff Road from Kirby Boulevard to State Highway 146 Harris County, Texas CSJ No.: December 15, 2016 Welcome to the Public Meeting Red Bluff Road from Kirby Boulevard to State Highway 146 Harris County, Texas CSJ No.: 0912-72-340 December 15, 2016 No formal presentation will be made. Seabrook Intermediate

More information

PC Based Thermal + Magnetic Trip Characterisitcs Test System for MCB

PC Based Thermal + Magnetic Trip Characterisitcs Test System for MCB PC Based Thermal + Magnetic Trip Characterisitcs Test System for MCB PC BASED THERMAL + MAGNETIC TRIP CHARACTERISTIC S TEST SYSTEM FOR MCB The system essentially comprises of a single power source able

More information

Company Case Study: The Market Hall. Prof.dr.ir. Mick Eekhout

Company Case Study: The Market Hall. Prof.dr.ir. Mick Eekhout 30 years of Dutch Glass Developments and Innovations Company Case Study: The Market Hall Prof.dr.ir. Po r t fo l i o : 3 0 y e a rs o f s p a c e st r u c t u re s, 25 y e a rs o f g l a s s structure

More information

Fall / Winter Multi - Media Campaign

Fall / Winter Multi - Media Campaign Fall / Winter Multi - Media Campaign Bi g H or n R a di o N et w or k 1 B U B B A S B A R- B- Q U E R E ST A U R A N T 10% O F F B R E A K F A S T C o u p o n vali d M o n.- Fri. 7-11 a m Excl u des a

More information

A Rich History. AB OVE T H E F O L D: C O N S T R U C T E D by Dwight B. Heard between 1919 and HUMAN SPIDER ON TH E RADIO FI LM DE B UT

A Rich History. AB OVE T H E F O L D: C O N S T R U C T E D by Dwight B. Heard between 1919 and HUMAN SPIDER ON TH E RADIO FI LM DE B UT S PAC E AVA I L A B LE F O R LE AS E! 1 1 2 N. C E N T R A L AV E N U E, P H O E N I X, A R I Z O N A AB OVE T H E F O L D: N E W F U T UR E. O L D S O U L. I n t h e h e a r t o f D o w n t o w n Ph o

More information

RAHAMA I NTEGRATED FARMS LI MI TED RC

RAHAMA I NTEGRATED FARMS LI MI TED RC RAHAMA I NTEGRATED FARMS LI MI TED RC 1 0 6 2 6 3 1 CORPORATE PROFI LE ---------------------------------------------------------------------------------------- ---------------------------- Registered Name

More information

Grain Reserves, Volatility and the WTO

Grain Reserves, Volatility and the WTO Grain Reserves, Volatility and the WTO Sophia Murphy Institute for Agriculture and Trade Policy www.iatp.org Is v o la tility a b a d th in g? De pe n d s o n w h e re yo u s it (pro d uc e r, tra d e

More information

F l a s h-b a s e d S S D s i n E n t e r p r i s e F l a s h-b a s e d S S D s ( S o-s ltiad t e D r i v e s ) a r e b e c o m i n g a n a t t r a c

F l a s h-b a s e d S S D s i n E n t e r p r i s e F l a s h-b a s e d S S D s ( S o-s ltiad t e D r i v e s ) a r e b e c o m i n g a n a t t r a c L i f e t i m e M a n a g e m e n t o f F l a-b s ah s e d S S D s U s i n g R e c o v e r-a y w a r e D y n a m i c T h r o t t l i n g S u n g j i n L e, e T a e j i n K i m, K y u n g h o, Kainmd J

More information

THIS PAGE DECLASSIFIED IAW EO IRIS u blic Record. Key I fo mation. Ma n: AIR MATERIEL COMM ND. Adm ni trative Mar ings.

THIS PAGE DECLASSIFIED IAW EO IRIS u blic Record. Key I fo mation. Ma n: AIR MATERIEL COMM ND. Adm ni trative Mar ings. T H S PA G E D E CLA SSFED AW E O 2958 RS u blc Recod Key fo maon Ma n AR MATEREL COMM ND D cumen Type Call N u b e 03 V 7 Rcvd Rel 98 / 0 ndexe D 38 Eneed Dae RS l umbe 0 0 4 2 3 5 6 C D QC d Dac A cesson

More information

Syllable Division- Nonsense Words Closed. Directions: Underline the vowels. Then divide and label the syllables. 1. l a b n e t 8.

Syllable Division- Nonsense Words Closed. Directions: Underline the vowels. Then divide and label the syllables. 1. l a b n e t 8. Syllable Division- Nonsense Words Closed 1. l a b n e t 8. b o n f i l 2. p e n c a g 9. d a n s i l 3. m a p k i f 1 0. f o n f a c h 4. s e p g a t 1 1. u n g o b 5. m i s t e f 1 2. s t a g m i t 6.

More information

PLAY OFF 48" FOOSBALL TABLE ASSEM BLY I NSTRU CTI ONS

PLAY OFF 48 FOOSBALL TABLE ASSEM BLY I NSTRU CTI ONS PLAY OFF 48" FOOSBALL TABLE ASSEM BLY I NSTRU CTI ONS NG1031F THANK Y OU! Th a n k yo u f o r p u r ch a si n g t h i s p r o d u ct. We w o r k a r o u n d t h e cl o ck a n d a r o u n d t h e g l o

More information

O. B. S H I M E, Q. C.

O. B. S H I M E, Q. C. I N T H E MATT E R O F A N AR B I T RAT I O N B ETWE E N : O NTA R I O P RO P E RTY AS S ES S M E N T C O R PO RAT I O N AN D : O N TA R I O P U B L I C S E RV I C E E M P LOY E E S ' U N I O N A N D I

More information

Fr anchi s ee appl i cat i on for m

Fr anchi s ee appl i cat i on for m Other Fr anchi s ee appl i cat i on for m Kindly fill in all the applicable information in the spaces provided and submit to us before the stipulated deadline. The information you provide will be held

More information

S ca le M o d e l o f th e S o la r Sy ste m

S ca le M o d e l o f th e S o la r Sy ste m N a m e ' D a t e ' S ca le M o d e l o f th e S o la r Sy ste m 6.1 I n t r o d u c t i o n T h e S olar System is large, at least w hen com pared to distances we are fam iliar w ith on a day-to-day basis.

More information

AT LAST!! CAGE CODE 6CVS2. SandMaster 20 for Skid Steers THE FUTURE OF EMERGENCY FLOOD CONTROL HAS ARRIVED.

AT LAST!! CAGE CODE 6CVS2. SandMaster 20 for Skid Steers THE FUTURE OF EMERGENCY FLOOD CONTROL HAS ARRIVED. SandMaster 20 for Skid Steers AT LAST!! THE FUTURE OF EMERGENCY FLOOD CONTROL HAS ARRIVED. Hydraulic technology replaces hand labor for fast and efficient on site filling and placement of sandbags. Fill

More information

Provider Satisfaction

Provider Satisfaction Prider Satisfaction Prider Satisfaction [1] NOTE: if you nd to navigate away from this page, please click the "Save Draft" page at the bottom (visible to ONLY logged in users). Otherwise, your rpons will

More information

Get Started on CreateSpace

Get Started on CreateSpace {paperback self publishing process} Account Set Up Go to CreateSpace.com Click Sign up Fill out Create Account info fields * Under What type of media you are considering punlishing?, you may want to choose

More information

IMPACT OF CLIMATE CHANGE ON AGRICULTURAL PRODUCTIVITY AND FOOD SECURITY Khalid Abdul Rahim. A World Leader in New Tropical Agriculture

IMPACT OF CLIMATE CHANGE ON AGRICULTURAL PRODUCTIVITY AND FOOD SECURITY Khalid Abdul Rahim. A World Leader in New Tropical Agriculture IMPACT OF CLIMATE CHANGE ON AGRICULTURAL PRODUCTIVITY AND FOOD SECURITY Khalid Abdul Rahim A World Leader in New Tropical Agriculture IMPACT OF CLIMATE CHANGE ON AGRICULTURAL PRODUCTIVITY AND FOOD SECURITY

More information

LSU Historical Dissertations and Theses

LSU Historical Dissertations and Theses Louisiana State University LSU Digital Commons LSU Historical Dissertations and Theses Graduate School 1976 Infestation of Root Nodules of Soybean by Larvae of the Bean Leaf Beetle, Cerotoma Trifurcata

More information

INTERIM MANAGEMENT REPORT FIRST HALF OF 2018

INTERIM MANAGEMENT REPORT FIRST HALF OF 2018 INTERIM MANAGEMENT REPORT FIRST HALF OF 2018 F r e e t r a n s l a t ion f r o m t h e o r ig ina l in S p a n is h. I n t h e e v e n t o f d i s c r e p a n c y, t h e Sp a n i s h - la n g u a g e v

More information

In late Novem ber, Ha rl ey Shaiken, Class of. B E R K E L E Y REVIEW OF L a t i n A m e r i c a n S t u d i e s. continued on page 16

In late Novem ber, Ha rl ey Shaiken, Class of. B E R K E L E Y REVIEW OF L a t i n A m e r i c a n S t u d i e s. continued on page 16 B E R K E L E Y REVIEW OF L a t i n A m e r i c a n S t u d i e s U N I V E R S I T Y O F C A L I F O R N I A, B E R K E L E Y FALL 2005 In late Novem ber, Ha rl ey Shaiken, Class of 1930 Profe s s or

More information

THE OFFICIAL #AZABBGIC2018 SPIRIT GUIDE

THE OFFICIAL #AZABBGIC2018 SPIRIT GUIDE THE OFFICIAL #AZABBGIC2018 SPIRIT GUIDE OUR BROTHER ALEPHS AND SISTER B NAI B RITH GIRLS, Over Pre sid e nt s Day Wee ke n d, m ore t h a n 5,0 0 0 of t h e J ew is h c om m u n i t y s t o p teen le ad

More information

Alles Taylor & Duke, LLC Bob Wright, PE RECORD DRAWINGS. CPOW Mini-Ed Conf er ence Mar ch 27, 2015

Alles Taylor & Duke, LLC Bob Wright, PE RECORD DRAWINGS. CPOW Mini-Ed Conf er ence Mar ch 27, 2015 RECORD DRAWINGS CPOW Mini-Ed Conf er ence Mar ch 27, 2015 NOMENCLATURE: Record Draw ings?????? What Hap p ened t o As- Built s?? PURPOSE: Fur n ish a Reco r d o f Co m p o n en t s Allo w Locat io n o

More information

I n t e r n a t i o n a l E l e c t r o n i c J o u r n a l o f E l e m e n t a r y E.7 d u, c ai ts is ou n e, 1 V3 1o-2 l6, I n t h i s a r t

I n t e r n a t i o n a l E l e c t r o n i c J o u r n a l o f E l e m e n t a r y E.7 d u, c ai ts is ou n e, 1 V3 1o-2 l6, I n t h i s a r t I n t e r n a t i o n a l E l e c t r o n i c J o ue rlne am l e not fa r y E d u c a t i o n, 2 0 1 4, 1 37-2 ( 16 ). H o w R e a d i n g V o l u m e A f f e c t s b o t h R e a d i n g F l u e n c y

More information

APPLICATION INSTRUCTIONS FOR THE

APPLICATION INSTRUCTIONS FOR THE APPLICATION INSTRUCTIONS FOR THE USA MA P WITH C A PITA LS & O C EA NS (LA RG E) Pro duc t Numbe r: 16-13W-051 SIZE: a ppro xima te ly 24 fe e t wide x 15 fe e t lo ng (ma inla nd o nly) ESTIMA TED PA

More information

Wint er 20 18?Special Edit ion? Elect ion Guide

Wint er 20 18?Special Edit ion? Elect ion Guide Wint er 20 18?Special Edit ion? Elect ion Guide 1 I t?s t h at t i m e of th e y ear agai n. T h e w eath er h as gr ow n col d u p i n th e n or th er n p ar t s of t h e U S, an d m an y of ou r season

More information

I cu n y li in Wal wi m hu n Mik an t o da t Bri an Si n. We al ha a c o k do na Di g.

I cu n y li in Wal wi m hu n Mik an t o da t Bri an Si n. We al ha a c o k do na Di g. Aug 25, 2018 De r Fam e, Wel to 7t - ra at Dun Lak! My na is Mr. Van Wag an I te 7t g a la ge ar, an so s u s. Whi t i wi be m 13t ye of te n, it is m 1s ye D S an Cal i Com t Sc o s. I am so ha y an ex

More information

Scope & Sequence Subject/Grade: Social Studies/ First Grade

Scope & Sequence Subject/Grade: Social Studies/ First Grade 1 st Quarter (43 Days) Week Unit/Lesson Learning Objectives Reporting Categories (NYSCCLS) 1 st : Sep. 06-9 Chapter 1/ lesson 1 I am a good citizen Identify and describe the characteristics of good citizenship,

More information

M M 3. F orc e th e insid e netw ork or p rivate netw ork traffic th rough th e G RE tunnel using i p r ou t e c ommand, fol l ow ed b y th e internal

M M 3. F orc e th e insid e netw ork or p rivate netw ork traffic th rough th e G RE tunnel using i p r ou t e c ommand, fol l ow ed b y th e internal C i s c o P r o f i l e C o n t a c t s & F e e d b a c k H e l p C isc o S M B S up p ort A ssistant Pass Routing Information over IPsec VPN Tunnel between two ASA/PIX H ome > W ork W ith M y S ec urity

More information

APPLICATION INSTRUC TIONS FOR THE

APPLICATION INSTRUC TIONS FOR THE APPLICATION INSTRUC TIONS FOR THE CHESS/ CHECKERBOARD Using the Che ss, Che c ke rs a nd Bo rd e rs: (SMALL), Pro duc t Numb e r: 11-1W-009 SIZE: a p p ro xima te ly 10 fe e t e a c h sid e ESTIMATED PAINT

More information

Bellman-F o r d s A lg o r i t h m The id ea: There is a shortest p ath f rom s to any other verte that d oes not contain a non-negative cy cle ( can

Bellman-F o r d s A lg o r i t h m The id ea: There is a shortest p ath f rom s to any other verte that d oes not contain a non-negative cy cle ( can W Bellman Ford Algorithm This is an algorithm that solves the single source shortest p ath p rob lem ( sssp ( f ind s the d istances and shortest p aths f rom a source to all other nod es f or the case

More information

OPTIMIZEFILTRATION. S o lv e n t R e s e r v o i r. I n - l i n e F i l t r a t i o n. I n - L i n e F i l t r a t i o n P r o c e s s

OPTIMIZEFILTRATION. S o lv e n t R e s e r v o i r. I n - l i n e F i l t r a t i o n. I n - L i n e F i l t r a t i o n P r o c e s s OPTIMIZEFILTRATION HPLC FFiltration i l t r Fi l t r a t i o n i s a n e c e s s a r y c o m p o n e n t i n a n y H P LC s y s t e m. K e e p i n g p a r t i c u l a t e s o u t o f t h e f l o w p a

More information

d 1941. ncies ation thereors as ence, is, which r he the of are anvass ve ining, ies a study ely, fully ta special e rested gencies that are affiliated mably, these agenand at least somewhat l, they are

More information

EKOLOGIE EN SYSTEMATIEK. T h is p a p e r n o t to be c i t e d w ith o u t p r i o r r e f e r e n c e to th e a u th o r. PRIMARY PRODUCTIVITY.

EKOLOGIE EN SYSTEMATIEK. T h is p a p e r n o t to be c i t e d w ith o u t p r i o r r e f e r e n c e to th e a u th o r. PRIMARY PRODUCTIVITY. EKOLOGIE EN SYSTEMATIEK Ç.I.P.S. MATHEMATICAL MODEL OF THE POLLUTION IN NORT H SEA. TECHNICAL REPORT 1971/O : B i o l. I T h is p a p e r n o t to be c i t e d w ith o u t p r i o r r e f e r e n c e to

More information

o f f i c e o f r e s e a r c h

o f f i c e o f r e s e a r c h o f f i c e o f r e s e a r c h Despite concern about the state of the world economy, the continued success of science to produce new ideas and new solutions gives us reason for optimism. The U.S. research

More information

Decemb er 20, Final Exam

Decemb er 20, Final Exam Fall 2002 6.720J/3.43J Integrated Microelectronic Devices Prof. J. A. del Alamo Decemb er 20, 2002 - Final Exam Name: General guidelines (please read carefully b efore starting): Make sure to write your

More information

SMOOTH WALLBATHWARE. escape the ordinary. aquariusproducts.com

SMOOTH WALLBATHWARE. escape the ordinary. aquariusproducts.com SMOOTH WALLBATHWARE escape the ordinary aquariusproducts.com escape SMOOTH WALLBATHWARE premium residential bathware the ordinary Create a unique look and feel with Aquarius Smooth Wall bathware. AcrylX

More information

ART BY VIKRAM. Oil, Acrylic, Pen & Ink and Watercolor works currently available for sale. Fa l l C a t a l o g

ART BY VIKRAM. Oil, Acrylic, Pen & Ink and Watercolor works currently available for sale. Fa l l C a t a l o g C a t a l o g Oil, Acrylic, Pen & Ink and Watercolor works currently available for sale. Fa l l 2 017 P r i c e s v a l i d t h r o u g h D e c 2017 W w w. V i k r a m M a d a n. c o m 24 H 18 W N o r

More information

Geometric Predicates P r og r a m s need t o t es t r ela t ive p os it ions of p oint s b a s ed on t heir coor d ina t es. S im p le exa m p les ( i

Geometric Predicates P r og r a m s need t o t es t r ela t ive p os it ions of p oint s b a s ed on t heir coor d ina t es. S im p le exa m p les ( i Automatic Generation of SS tag ed Geometric PP red icates Aleksandar Nanevski, G u y B lello c h and R o b ert H arp er PSCICO project h ttp: / / w w w. cs. cm u. ed u / ~ ps ci co Geometric Predicates

More information

Foreword by Yvo de Boer Prefa ce a n d a c k n owledge m e n ts List of abbreviations

Foreword by Yvo de Boer Prefa ce a n d a c k n owledge m e n ts List of abbreviations Cont ent s Foreword by Yvo de Boer Prefa ce a n d a c k n owledge m e n ts List of abbreviations page xii xv xvii Pa r t 1 I ntro duct ion 1 1 Grasping the essentials of the climate change problem 3 1.1

More information

Le classeur à tampons

Le classeur à tampons Le classeur à tampons P a s à pa s Le matériel 1 gr a n d cla s s e u r 3 pa pi e r s co o r d o n n é s. P o u r le m o d è l e pr é s e n t é P a p i e r ble u D ai s y D s, pa pi e r bor d e a u x,

More information

Balanced Leadership Framework

Balanced Leadership Framework Lea r n in g Fo r wa r d Sessio n C3 9 Ha n d o u t In cre asin g Qu ality an d Re d u cin g Variability : A High Re liability Ap p ro ach Select ed Slid es: Participants will... Session Outcomes v understand

More information

Earth Materials I Crystal Structures

Earth Materials I Crystal Structures Earth Materials I Crystal Structures Isotopes same atomic number, different numbers of neutrons, different atomic mass. Ta ble 1-1. Su mmar y of quantu m num bers Name Symbol Values Principal n 1, 2,

More information

APPLICATION INSTRUCTIONS FOR THE

APPLICATION INSTRUCTIONS FOR THE APPLICATION INSTRUCTIONS FOR THE SNA KES A ND LA DDERS A DD O N FO R USE WITH THE C HESS, C HEC KERS & BO RDERS LARG E AND NUMBER SET Pro duc t Numb e r: 17-2W-062 SIZE: a ppro xima te ly 19 fe e t e a

More information

LU N C H IN C LU D E D

LU N C H IN C LU D E D Week 1 M o n d a y J a n u a ry 7 - C o lo u rs o f th e R a in b o w W e w ill b e k ic k in g o ff th e h o lid a y s w ith a d a y fu ll o f c o lo u r! J o in u s fo r a ra n g e o f a rt, s p o rt

More information

I zm ir I nstiute of Technology CS Lecture Notes are based on the CS 101 notes at the University of I llinois at Urbana-Cham paign

I zm ir I nstiute of Technology CS Lecture Notes are based on the CS 101 notes at the University of I llinois at Urbana-Cham paign I zm ir I nstiute of Technology CS - 1 0 2 Lecture 1 Lecture Notes are based on the CS 101 notes at the University of I llinois at Urbana-Cham paign I zm ir I nstiute of Technology W hat w ill I learn

More information

Exhibit 2-9/30/15 Invoice Filing Page 1841 of Page 3660 Docket No

Exhibit 2-9/30/15 Invoice Filing Page 1841 of Page 3660 Docket No xhibit 2-9/3/15 Invie Filing Pge 1841 f Pge 366 Dket. 44498 F u v 7? u ' 1 L ffi s xs L. s 91 S'.e q ; t w W yn S. s t = p '1 F? 5! 4 ` p V -', {} f6 3 j v > ; gl. li -. " F LL tfi = g us J 3 y 4 @" V)

More information

Certificate Sound reduction of building elements

Certificate Sound reduction of building elements Certificate Sound reduction of building elements Test report 040311.Z01b * ) Applicant GLAVERBEL GROUP Chaussée de la Hulpe 166 B- 1170 Brussels Specimen Monolithic glazing Foundation EN 20140-3 : 1995-01

More information

STREET Light 120W/130W/140W/150W/185W. Provides high quality lighting and a long lifespan solution for residential,industrial areas and main roads.

STREET Light 120W/130W/140W/150W/185W. Provides high quality lighting and a long lifespan solution for residential,industrial areas and main roads. STREET Light 120W/130W/140W/150W/185W Provides high quality lighting and a long lifespan solution for residential,industrial areas and main roads. 220-240V 50/60Hz 50000h IP66 IK08 DESCRIPTION - L ED s

More information

A new ThermicSol product

A new ThermicSol product A new ThermicSol product Double-Faced Thermo-Electric Solar-Panel TD/PV & Solar Tracker & Rotation Device An EU-patent protected product TP4-referens.pdf D o y o u w a n t to c o n v e rt it i n to G re

More information

Th e E u r o p e a n M ig r a t io n N e t w o r k ( E M N )

Th e E u r o p e a n M ig r a t io n N e t w o r k ( E M N ) Th e E u r o p e a n M ig r a t io n N e t w o r k ( E M N ) H E.R E T h em at ic W o r k sh o p an d Fin al C o n fer en ce 1 0-1 2 Ju n e, R agu sa, It aly D avid R eisen zein IO M V ien n a Foto: Monika

More information

Canadian Graduate and Professional Student Survey (CGPSS) 2016

Canadian Graduate and Professional Student Survey (CGPSS) 2016 Ac a d e m i c S t u d e n t l i f e O v e r a l l Canadian Graduate and Professional Student Survey (CGPSS) Summary of Results Prepared by the Office of Institutional Analysis The CGPSS was administered

More information

Australia November 13, 2017

Australia November 13, 2017 Dynamic, Inclusive Learning A Journey Worth Fighting For Australia November 13, 2017 JODY R. CARR Twitter -> @jodycarr_mla DYNAMIC, INCLUSIVE EDUCATION IS A JOURNEY NOT A DESTINATION. DESTINATION. My presentation

More information

o Alphabet Recitation

o Alphabet Recitation Letter-Sound Inventory (Record Sheet #1) 5-11 o Alphabet Recitation o Alphabet Recitation a b c d e f 9 h a b c d e f 9 h j k m n 0 p q k m n 0 p q r s t u v w x y z r s t u v w x y z 0 Upper Case Letter

More information

Connecting Deer Creek and River des Peres Greenway

Connecting Deer Creek and River des Peres Greenway C D C Rv s s Gy ps D C Gy NORTH W Av Av Js Av E Av Su Av E Av Chy Av G Bv y Av. ps y h s G Bv, h h--y Cuy Av. ps C Rv s s Gy D C B B Bv Ox Av. Sussx Av. C Av. Ox Av. Ch Av. Ch Av. By E Av Mh Av. D C O-

More information