Miniature Greenhouse for Precision Agriculture PROJECT PLAN

Size: px
Start display at page:

Download "Miniature Greenhouse for Precision Agriculture PROJECT PLAN"

Transcription

1 Miniature Greenhuse fr Precisin Agriculture PROJECT PLAN Team Number: DEC1617 Adviser: Liang Dng Xinran Wang Team Members/Rles: Victr Gmez (Cmmunicatin Leader) Esdras Murill (Team Leader) Pat Martin (Webmaster) Rmina Rivadeneira (Webmaster) Yufeng Huang (Key Cncept Hlder) Austin Zehr (Key Cncept Hlder) Team Team Website: dec1617.sd.ece.iastate.edu Revised: February 20th, 2016

2 Cntents 1 Intrductin 1.1 Prject statement 1.2 Purpse 1.3 Gals 2 Deliverables 3 Design 3.1 Previus Wrk/Literature 3.2 Prpsed System Blck Diagram 3.3 Assessment f Prpsed Methds 3.4 Validatin 4 Prject Requirements/Specificatins 4.1 Functinal 4.2 Nn-functinal 5 Challenges 6 Timeline 6.1 First Semester 6.2 Secnd Semester 7 Cnclusins 8 References PAGE 1

3 1 Intrductin 1.1 PROJECT STATEMENT In cperatin with the Plant Science Institute, ur prject aims t enable testing and cntrlling plant grwth under different cnditins with relative ease. The main gal f this prject is t create a system that will fllw a plant s develpment. This system with als allw fr testing different variables such as temperature, light intensity, sil misture, sil nutrient cntent, and CO2 levels. An autmatic rbtic imaging system will be used t capture plant grwth and watering f the plants will be cntrlled by a water pump system in cnjunctin with a sil misture sensr. This acquired data will then be made wirelessly available and cntrllable by the use f a Raspberry-Pi micrcmputer. 1.2 PURPOSE In a wrld that is becming mre and mre ppulated, efficient farming techniques are becming essential. The specificatins fr this type f system are imprtant because they allw fr cmplete cntrl ver a plant s envirnment, enabling researchers t understand their plant grwth fr better prductins. 1.3 GOALS Make use f a rbtic arm t take images f plant grwth. Implement and expand the water pump system fr water irrigatin created by the previus senir design grup. Build and test small greenhuses that can keep cnditins cnstant fr plant grwth. Design a sensr that detects the nitrate and ammnia levels in the sil. 2 Deliverables In the end, we will create Greenhuse chamber in which we can use the rbtic arm t take images f plant grwth. Inside the Chamber, we have the ability t cntrl temperature, light, and water fr the plant grwth. Our plan is t create a system that will be easily expandable. 3 Design Include any pssible methds and/r slutins fr appraching the prject at hand. Yu may want t include diagrams such as flwcharts t, blck diagrams, r ther types t visualize these cncepts. 3.1 PREVIOUS WORK/LITERATURE Prir t starting wrk n this prject, the team decided t gain sme backgrund knwledge n hw greenhuses wrk. Research was cnducted n what techniques are used in greenhuses t facilitate plant grwth. Infrmatin n this can be fund at surce, Hw Greenhuses Wrk lcated in the References sectin. Previusly, a wireless sil misture sensr, watering system, and leaf thickness sensr were designed as part f DEC1514 s Senir Design prject. We are tasked with updating this system and imprving it t include duble the plant cunt, as well as implement a nutrient sensr system int the array. The previus grup s cde is available frm the referenced surce current.in in the References sectin. PAGE 2

4 3.2 PROPOSED SYSTEM BLOCK DIAGRAM 3.3 ASSESSMENT OF PROPOSED METHODS Fr the misture sensr, many different prducts are available. One is a prbe that allws water t flw up using a capillary methd and is very reliable and accurate, but this wicks the water away frm the system, which can dramatically change the grwth envirnment. The mst cmmn type is ne that uses the resistance measured acrss tw t fur parallel brass plates and relating it t a relative misture cntent. We will be using this apprach, unless we find a better way, as it is already well prven t wrk. Fr the watering system, the mst cmmn autnmus methd used is t use an electric water pump that is switched n when needed. If we were trying t push very small amunts f water arund, this methd wuld be the least efficient. This methd was used in the previus prject, and n reasn t deviate frm this has been fund because we are pumping many milliliters f water at a time. The sil nutrient sensr may have sme srt f piezelectric pump, r smething that nly pumps micrliters at a time, due t the amunt f water siphned fr analyzatin changing the sil envirnment dramatically. Fr the lighting system, many different types f lighting are available. The main types are natural, incandescent, flurescent, and LED. We will be using LED lighting because the greenhuse will be inside a lab, and natural lighting is nt pssible in mst lab envirnments. LEDs are the mst pwer efficient ptin, and they are als small and available in almst any visible clr spectrum chice desired. Fr the rbtic arm, ur gal is t make use f it in as many practical ways as pssible. We are explring ideas that include having the arm pen a dr r slide pen a screen using a gripper, and the ability t pick up a camera t take images f the plant. After we make sure that ur base functins are in place, we will lk int expanding ur ptins fr use f the rbtic arm. PAGE 3

5 Because f the size f the greenhuses, a thermal cntrl device must be used t change the temperature in the grwing space. There are tw main ptins fr heating; infrared and radiated heat. Because infrared can change the grwing pattern, we will use a radiated heat surce. This surce will be a small cmmercial ffthe-shelf space heater switched with either a mechanical r a slid state relay. The tw main cling surces are refrigerant-based and Peltier-type cling. Due t refrigerant-based systems requiring large spaces t run, and being quite nisy during peratin, we will be using a Peltier device. This is less efficient, but can fit int very small spaces. 3.4 VALIDATION We will be using 32 mini greenhuses, and can try any and all slutins presented and cmpare the results t btain the best slutin. Mst cnfirmatin will be sftware-based, as the majr cnfrmatin prtin will be in the wireless cmmunicatin, and the sensr readings verificatin. The main gal f this prject is t supply an envirnment where we cntrl all the variables that affect plant grwth. Success in this prject is measured by ur ability t d s. We will have succeeded when we can alter every variable t ur specificatins. 4 Prject Requirements/Specificatins 4.1 FUNCTIONAL In rder t fulfill the specificatins f the prject there are specific requirements that must be met fr each specificatin. Specificatin: Create a system that cntrls the temperature in an envirnmental chamber (small greenhuse) fr plant grwth. Requirement: The system that cntrls the temperature inside each individual grwth chamber must feature a heating and cling system and must keep the temperature unifrm thrughut the inside f the chamber. Specificatin: Cllabrate t create an imprved and simple design f sensrs t capture imprtant variables fr plant grwth. Requirement: Sensrs used thrughut this prject must be simple and accurate in their measurements and must nt be t expensive, as they are used in up t 32 grwth chambers. Specificatin: Expand the capabilities f the previus autmated water irrigatin pump system. Requirement: New water pump system must be develped frm the previusly develped system. New system shuld be imprved t be mre user friendly, and als duble the capabilities f irrigatin frm 16 t 32. This irrigatin system shuld be able t wrk in cntrl with the autmated rbt. Specificatin: Develp an LED lighting system capable f adjustable light intensity within the grwth chamber. Requirement: In rder t facilitate the best plant grwth, the light intake needs t be managed, by using an LED system that can have its light intensity cntrlled thrugh a micr cntrller. LED lighting system must be lcated inside the chamber, but must nt blck the view f the rbtic imaging system. PAGE 4

6 Specificatin: Prgram a rbtic arm t peridically take images f plant develpment. Requirement: The client wants an up-t-date prgress reprt n plant develpment at any given time. In rder t facilitate this, we will prgram a rbtic arm that will take images using a camera with a gripper attachment. The images will then be upladed and made available t whever has access. 4.2 NON-FUNCTIONAL The sil nutrient sensr is part f a separate PhD prject, we are tasked with interfacing it int ur endsystem. As lng as the input/utput data requirements are prvided fr this sensr system befre the end f the greenhuse prject, we shall implement it int the final system. The final system must be able t be expanded frm ne greenhuse up t 32 greenhuses/plants, allwing the mnitr and cntrl f each f these plants separately. The system must be reliable and able t mnitr and cntrl sil misture levels with minimal human input if necessary. There must be enugh strage space t ensure that the data will nt verflw, as well as having regular time intervals between measurements. This will be achieved by the use f wirelessly transmitting the sensr data t a raspberry-pi, r ther type f wirelessly cnnected server. 5 Challenges Cst Mney at the mment isn t an issue, but as the prject prgresses unfreseen purchases may need t be made. Material Finding the prper materials fr insulatin and light cntrl has required sme wrk up t this pint and is still being researched. Equipment We are currently lking int equipment that is cmpatible with ur system and able t cmplete the desired actins. Knwledge f Area Research is needed in mst areas f this prject befre we are able t mve frward. The electrical system f water management, mdeling sftware fr design purpses, and prgramming fr the rbtic arm. 6 Timeline 6.1 FIRST SEMESTER Temperature Cntrl (Yufeng Huang) Cntrl system in place t adjust temperature in greenhuses. Lighting Cntrl (Victr Gmez) System in place t prvide required lighting, and adjust fr image quality. PAGE 5

7 Water Pump System (Esdras Murill and Rmina Rivadeneira) Set up fr expansin f greenhuse system, able t mnitr 32 plants. Sil Sensr Mnitring System (Pat Martin) Initial implementatin f sil sensr t mnitr sil misture. Rbtic Arm (Austin Zehr) Ability t take peridic images, dcumenting grwth f the plant. Ability t pen a dr/shutter, in rder t take image f plant. Website (Rmina Rivadeneira and Pat Martin) Have a fully functining website dcumenting prgress n the prject. 6.2 SECOND SEMESTER Temperature Cntrl (Yufeng Huang) Lighting Cntrl (Victr Gmez) Water Management (Esdras Murill and Rmina Rivadeneira) Sil Sensr Mnitring System (Pat Martin) Rbtic Arm (Austin Zehr) Website (Rmina Rivadeneira) Revise and update the prject with the final details befre the end f the semester. 7 Cnclusins In this prject, we will mainly create a Greenhuse chamber in which we can use the rbtic arm t take images f plant grwth. Inside the Chamber, we have the ability t cntrl temperature, light, and water fr the plant grwth. Specifically, we will divide this prject int fur parts which are cling and heating system, lighting system, water pump cntrl and rbt cntrl. In the first semester, we will set fur grups peple t wrk in different parts. Fr cling and heating part, we will mainly build a case fr the cling machine and cntrl the temperature inside the chamber. Fr lighting system, we will use blue, red and green LED t cntrl the light inside the chamber. Fr water pump cntrl, we will develp the water pump system t duble the capabilities f irrigatin frm 16 t 32. Fr rbt cntrl, we will prgram the rbt arm and make it take images using a camera with a gripper attachment. In the secnd semester, we will cmbine the fur different parts t make it wrk tgether. In the end, we will have a cmplete chamber fr the final dem. PAGE 6

8 8 References current.in, Matt Clucas, Hw Greenhuses Wrk, Sara Ellit, PAGE 7

INVENTION DISCLOSURE

INVENTION DISCLOSURE 1. Inventin Title. efridge: The smart kitchen s hub 2. Inventin Summary. This inventin describes a smart refrigeratr (r efridge ) that acts as the hub f a smart kitchen ec-system, a methd fr prviding infrmatin

More information

IBM Global Services. Server Optimization ... Trends and Value Proposition That Can Drive Efficiencies and Help Businesses Gain A Competitive Edge

IBM Global Services. Server Optimization ... Trends and Value Proposition That Can Drive Efficiencies and Help Businesses Gain A Competitive Edge IBM Glbal Services Server Optimizatin.......... Trends and Value Prpsitin That Can Drive Efficiencies and Help Businesses Gain A Cmpetitive Edge Intrductin A typical rganizatin s success and ability t

More information

Institutional Knowledge Management: Leveraging Your Firm's Most Valuable Asset

Institutional Knowledge Management: Leveraging Your Firm's Most Valuable Asset Fr several decades the wrld s best knwn frecasters f scietal change have predicted the emergence f a new ecnmy in which brainpwer, nt machine pwer, is the critical resurce. But the future has already turned

More information

MIS Exam Revision Modules 1-11!

MIS Exam Revision Modules 1-11! MIS Exam Revisin Mdules 1-11 Mdules 1-4 Chapter 1: Why MIS? The Imprtance f MIS All based arund Mre s Law. The number f transistrs per square inch n an integrated chip dubles every 18 mnths. Speed f a

More information

Course 1 Food Ordering

Course 1 Food Ordering Bachelrs Prgram Senir Studies Stre Management Fd Ordering Delivering ur Custmers a perfect pizza Delivering it fast and safely Being knwledgeable abut ur prducts Keeping a clean, friendly image EVERYTIME

More information

INTERCEPT SURVEY DATA GUIDE JUNE Visitor/Shopper Intercept Survey Data Guide

INTERCEPT SURVEY DATA GUIDE JUNE Visitor/Shopper Intercept Survey Data Guide Visitr/Shpper Intercept Survey Data Guide June 26, 2014 Table f Cntents 1 Intrductin... 3 1.1 Timeline... 3 1.2 Availability f Data... 3 2 Overview... 4 2.1 Summary f Cntents... 4 2.2 Data Dictinary...

More information

UDI Compliance Service

UDI Compliance Service UDI Cmpliance Service What is UDI? The US Fd and Drug Administratin (FDA) has issued a ruling that medical devices must cnfrm t a Unique Device Identificatin (UDI) standard. The UK Department f Health

More information

WITH EXAMPLES FROM THE WINDWARD ISLANDS. Andrew Bartlett. Keynote Presentation. 1st National Workshop on Development Communications.

WITH EXAMPLES FROM THE WINDWARD ISLANDS. Andrew Bartlett. Keynote Presentation. 1st National Workshop on Development Communications. PRINCIPLES OF EFFECTIVE DEVELOPMENT COMMUNICATION: WITH EXAMPLES FROM THE WINDWARD ISLANDS Andrew Bartlett Keynte Presentatin 1st Natinal Wrkshp n Develpment Cmmunicatins March 1986 Federal Agricultural

More information

Mobile Field Service A Case Study

Mobile Field Service A Case Study Mbile Field Service A Case Study Table f Cntents Intrductin The ROI f Mbile Field Service Summary f Mbile Field Service Benefits Imprved Prductivty and Efficiency Simplified Operatins Enhanced Custmer

More information

Frequently asked questions:

Frequently asked questions: Frequently asked questins: Standardized pre/pst surveys fr grw grant results Versin 2.0 May 10, 2017 Cntents HelpDesk Cntact Infrmatin... 2 General Questins... 2 Why is OTF using these surveys?... 2 Wh

More information

Demo Script. Project Management Classification: Internal and for Partners. SAP Business ByDesign Reference Systems. <Business Scenario Name>

Demo Script. Project Management Classification: Internal and for Partners. SAP Business ByDesign Reference Systems. <Business Scenario Name> Dem Script Classificatin: Internal and fr Partners SAP Business ByDesign Reference Systems SAP AG 2012 Octber 23, 2017 1 Table f Cntent 1 Dem Script Overview... 3 1.1 Dem Overview...

More information

CORE INVENTORY MANAGEMENT

CORE INVENTORY MANAGEMENT RSM TECHNOLOGY ACADEMY Syllabus and Agenda CORE INVENTORY MANAGEMENT FOR MICROSOFT DYNAMICS AX Curse Details 3 Audience 3 At Curse Cmpletin 3 Curse Cancellatin Plicy 4 Guaranteed t Run 4 Travel Guide 6

More information

Career Entry and Development Profile Companion Guide. A Guide for ITT Tutors and Induction Tutors

Career Entry and Development Profile Companion Guide. A Guide for ITT Tutors and Induction Tutors Career Entry and Develpment Prfile Cmpanin Guide A Guide fr ITT Tutrs and Inductin Tutrs Intrductin Wh is the cmpanin guide fr? This guide is fr initial teacher training (ITT) tutrs wrking with trainees/teachers,

More information

Project document. HWTS Promotion in schools

Project document. HWTS Promotion in schools Prject dcument HWTS Prmtin in schls Octber 2011 1 Prject title HWTS and Hygiene Prmtin in schls 2 Prject Backgrund The prject bjectives are t develp a target-grup riented training manual and t reach 9

More information

Energy Storage Ontario Submission to the Standing Committee on General Government Bill 172, Climate Change Mitigation and Low-Carbon Economy Act

Energy Storage Ontario Submission to the Standing Committee on General Government Bill 172, Climate Change Mitigation and Low-Carbon Economy Act April 4, 2016 Energy Strage Ontari Submissin t the Standing Cmmittee n General Gvernment Bill 172, Climate Change Mitigatin and Lw-Carbn Ecnmy Act Intrductin Gd afternn members f the Standing Cmmittee

More information

IMI2 PROPOSAL TEMPLATE FIRST STAGE PROPOSAL

IMI2 PROPOSAL TEMPLATE FIRST STAGE PROPOSAL IMI2 PROPOSAL TEMPLATE FIRST STAGE PROPOSAL IN TWO-STAGE PROCEDURE (TECHNICAL ANNEX) RESEARCH AND INNOVATION ACTIONS & INNOVATION ACTIONS Nte: This is fr infrmatin nly. The definitive template fr yur call

More information

Monitoring and. Prof. Jay Aronson

Monitoring and. Prof. Jay Aronson Mnitring and Evaluatin Prf. Jay Arnsn Mnitring Mnitring Gal: assess prgress f prject/prgram at regular intervals; find ut what s ging n (budget, persnnel, deadlines, prgress, areas needing mre wrk, etc.)

More information

Project Charter. Current 8/23/2006. Version 2

Project Charter. Current 8/23/2006. Version 2 Prject Charter Current 8/23/2006 Versin 2 Dcument Cntrl Dcument Title: Authr(s): Prject Charter CMS Prject Team Date By Actin Versin Pages 8/23/06 SKC Template applied 1.0 All 9/13/06 KKee Updated TOC

More information

Certificate in Construction Project Management

Certificate in Construction Project Management Certificate in Cnstructin Prject Management Duratin: 6 Mnths Distance Learning Prgramme Language: English RICS Member: 895.00 + VAT Nn RICS Member 1075.00 + VAT Curse Summary This prgramme explres the

More information

White Paper on Distributor Inventory Why distributors have too much Inventory

White Paper on Distributor Inventory Why distributors have too much Inventory 2014 White Paper n Distributr Inventry Why distributrs have t much Inventry Since 2007 the United States has been In and wrking its way ut f a recessin In 2013-14 Whlesalers are finding that THINGS are

More information

9707 BUSINESS STUDIES

9707 BUSINESS STUDIES CAMBRIDGE INTERNATIONAL EXAMINATIONS GCE Advanced MARK SCHEME fr the May/June 2014 series 9707 BUSINESS STUDIES 9707/31 Paper 3 (Case Study), maximum raw mark 100 This mark scheme is published as an aid

More information

Making the move from Sage Abra Suite (FoxPro) to Sage HRMS (SQL)

Making the move from Sage Abra Suite (FoxPro) to Sage HRMS (SQL) Making the mve frm Sage Abra Suite (FxPr) t Sage HRMS (SQL) 5272 S. LEWIS, SUITE 100 TULSA, OK 74105 918.496.1600 TOLL FREE: 877.496.1600 Making the mve frm Sage Abra Suite (FxPr) t Sage HRMS (SQL) As

More information

EUROPEAN COMMISSION DIRECTORATE-GENERAL JOINT RESEARCH CENTRE Directorate B Growth and Innovation Circular Economy and Industrial Leadership

EUROPEAN COMMISSION DIRECTORATE-GENERAL JOINT RESEARCH CENTRE Directorate B Growth and Innovation Circular Economy and Industrial Leadership EUROPEAN COMMISSION DIRECTORATE-GENERAL JOINT RESEARCH CENTRE Directrate B Grwth and Innvatin Circular Ecnmy and Industrial Leadership Seville, 6 th April 2018 Level(s) testing phase Guidance and rules

More information

IESBA Meeting (March 2013) Agenda Item

IESBA Meeting (March 2013) Agenda Item Agenda Item 7-A Backgrund Lng Assciatin f Senir Persnnel (Including Partner Rtatin) with an Audit Client Matters fr Cnsideratin 1. Paragraph 290.150 f the IESBA Cde f Ethics fr Prfessinal Accuntants (the

More information

Special Report. Debunking. the Top. Eight Myths. in Your DSD Mobile. Security Strategy. Surrounding Small-Business. Warehouse Management Systems

Special Report. Debunking. the Top. Eight Myths. in Your DSD Mobile. Security Strategy. Surrounding Small-Business. Warehouse Management Systems Special Reprt Debunking the Tp in Yur DSD Mbile Security Strategy Surrunding Small-Business Eight Myths Warehuse Management Systems Intrductin The era f manual warehuse peratins is drawing t a clse with

More information

Chapter 1: Purchasing & Supply Management January :10 PM

Chapter 1: Purchasing & Supply Management January :10 PM Chapter 1: Purchasing & Supply Management January-10-13 1:10 PM Crprate Supply Challenges Opprtunities Increased utsurcing --> suppliers need t respnd t end-custmer's needs Dependence n supplier's respnsibility

More information

B&B Food Distributors Data Synchronization Initiative

B&B Food Distributors Data Synchronization Initiative B&B Fd Distributrs Data Synchrnizatin Initiative Frequently Asked Questins fr B&B Fd Distributrs Suppliers Versin 1 Cpyright 2012. All Rights Reserved. FAQs fr B&B Fds Distributrs Suppliers REVISION HISTORY

More information

In this fact sheet we answer the four most common questions new clients ask:

In this fact sheet we answer the four most common questions new clients ask: Wrking With Federal Prpsals Intrductin In this fact sheet we answer the fur mst cmmn questins new clients ask: What tasks d yu perfrm and what d yu need frm us? Hw d we use the Virtual War Rms? Hw much

More information

Reregistration of voluntarily deregistered CDM project activities

Reregistration of voluntarily deregistered CDM project activities Paragraph 4 f the anntated agenda, Annex 1 Reregistratin f vluntarily deregistered CDM prject activities CDM EB 87 Paris, France, 23 27 Nvember 2015 UNFCCC Secretariat SDM prgramme Prcedural backgrund

More information

frontporch INBOUND MARKETING THE BLUEPRINT TO YOUR SUCCESS

frontporch INBOUND MARKETING THE BLUEPRINT TO YOUR SUCCESS frntprch INBOUND MARKETING THE BLUEPRINT TO YOUR SUCCESS Inbund Marketing: The Blueprint t Yur Success Building a slid, thughtful and well-planned inbund marketing campaign is crucial t grwing yur cmpany

More information

Relevance in Equivio Zoom. Predictive Coding Technology for Assessment of Document Relevance

Relevance in Equivio Zoom. Predictive Coding Technology for Assessment of Document Relevance Relevance in Equivi Zm Predictive Cding Technlgy fr Assessment f Dcument Relevance THE PROBLEM: REDUCING REVIEW COSTS WHILE ENHANCING QUALITY E-discvery is all abut finding relevant dcuments. Legacy prcesses

More information

Empowered Workgroups. A process area at Level 4: Predictable

Empowered Workgroups. A process area at Level 4: Predictable Empwered Wrkgrups A prcess area at Level 4: Predictable Purpse Descriptin The purpse f Empwered Wrkgrups is t invest wrkgrups with the respnsibility and authrity fr determining hw t cnduct their business

More information

Alumni and Supporters Privacy Notice

Alumni and Supporters Privacy Notice Alumni and Supprters Privacy Ntice Hw we use yur persnal data (fr alumni and supprters) The University regards the alumni service as an imprtant and integral part f the University's lng term cmmitment

More information

INTRODUCTION. If additional information is needed, please contact The IIA Research Foundation:

INTRODUCTION. If additional information is needed, please contact The IIA Research Foundation: INTRODUCTION The Institute f Internal Auditrs Research Fundatin TM (IIARF TM ) is the glbal leader in prviding research and knwledge resurces t enhance the internal audit prfessin. The IIARF cntinually

More information

U.S. Coast Guard Central Accounting & Reporting System (CARS)

U.S. Coast Guard Central Accounting & Reporting System (CARS) U.S. Cast Guard Central Accunting & Reprting System (CARS) Agenda Cast Guard FBWT Backgrund Share Cast Guard s radmap fr success with transitining t CARS Audit challenges frm migratin Questins and Answers

More information

Marketing activities and events manager

Marketing activities and events manager Rle Brief Marketing activities and events manager Directrate Marketing and cmmunicatins directrate Base lcatin Bristl Grade C 16 Date September 2016 Reprts t Head f marketing prductin Respnsible fr 1.

More information

Family Support Service Provider Quick Reference Guide to CYBER

Family Support Service Provider Quick Reference Guide to CYBER Welcme Page: Family Supprt Service Prvider Quick Reference Guide t CYBER Links t Mnitr Regularly: Authrizatin Current: Will list all currently pen authrizatins; shuld include nly thse yuth currently receiving

More information

REALTIME PREDICTIVE AND PRESCRIPTIVE ANALYTICS WITH REAL-TIME DATA AND SIMULATION. Hosni Adra. Simulation and Optimization Manager/Partner

REALTIME PREDICTIVE AND PRESCRIPTIVE ANALYTICS WITH REAL-TIME DATA AND SIMULATION. Hosni Adra. Simulation and Optimization Manager/Partner Prceedings f the 2016 Winter Simulatin Cnference H. Adra REALTIME PREDICTIVE AND PRESCRIPTIVE ANALYTICS WITH REAL-TIME DATA AND SIMULATION Hsni Adra Simulatin and Optimizatin Manager/Partner CreateASft,

More information

Web InfoPLU$ Account Transfer USER GUIDE

Web InfoPLU$ Account Transfer USER GUIDE Web InfPLU$ Accunt Transfer USER GUIDE Fr infrmatinal purpses nly, nt cnsidered an advertisement. Web InfPLU$ Accunt Transfer USER GUIDE TABLE OF CONTENTS ACCOUNT TRANSFER... 2 ACCOUNT TRANSFER SUMMARY...

More information

Country profiles: Iceland

Country profiles: Iceland Cuntry prfiles: Iceland Last updated: 26/06/2015 1 Implementatin f Tracking Systems 1.1 Electricity Disclsure Electricity disclsure in Iceland is implemented by Regulatin number 757/2012, Regulatin n disclsure

More information

Marketing business partner

Marketing business partner Marketing business partner Rle Brief Directrate Marketing and cmmunicatins Base lcatin Bristl Grade B 17 Date September 2016 Reprts t Marketing business partner - team leader Respnsible fr 1. Backgrund

More information

Efficiency Bulletin: Further Streamline the Work Management Process

Efficiency Bulletin: Further Streamline the Work Management Process Oct. 24, 2017 Clr Cde: Green Efficiency Bulletin: 17-20 Further Streamline the Wrk Management Prcess Previusly issued efficiency bulletins (EBs) have targeted reductins in the number f rutine preventive

More information

Corporate Value Chain (Scope 3) Accounting & Reporting Standard. Summary of Changes

Corporate Value Chain (Scope 3) Accounting & Reporting Standard. Summary of Changes Nvember 2010 Wrld Business Cuncil fr Sustainable Develpment Crprate Value Chain (Scpe 3) Accunting & Reprting Standard Summary f Changes 1. Intrductin This dcument summarizes the changes made t the GHG

More information

Week 1 Introduction to Management Accounting:

Week 1 Introduction to Management Accounting: Week 1 Intrductin t Management Accunting: Objective #1: What is management accunting?! Accunting Infrmatin System: the prcess f gathering, rganising and cmmunicating financial infrmatin.! Management Accunting:

More information

Project Status Report

Project Status Report Prject Status Reprt Fr perid: March 2007 Defining and Delivering a Service Level Agreement Submitted by: Ann Berry-Kline Distributin: ITSMG Status Item Current Status Prir Status Status Ntes: Overall Prject

More information

SAMPLE PROPOSAL. You are invited to submit a presentation proposal that addresses the Symposium theme:

SAMPLE PROPOSAL. You are invited to submit a presentation proposal that addresses the Symposium theme: SAMPLE PROPOSAL Yu are invited t submit a presentatin prpsal that addresses the Sympsium theme: "Sharing applicatins, success stries and lessns learned in reliability, durability and maintainability engineering."

More information

B. What could be the impact on the financial system of a CBDC, and how could this affect financial stability?

B. What could be the impact on the financial system of a CBDC, and how could this affect financial stability? Primary questins Frm the full list belw we have highlighted sme primary questins which will frm the cre f the Bank s research, reflecting ur respnsibility fr mnetary and financial stability. The purpse

More information

Guidance on the Privacy and Electronic Communications (EC Directive) Regulations

Guidance on the Privacy and Electronic Communications (EC Directive) Regulations Infrmatin Security Guidance Title: Status: Guidance n the Privacy and Electrnic Cmmunicatins (EC Directive) Regulatins Released 1. Purpse This guidance n the Privacy and Electrnic Cmmunicatins (EC Directive)

More information

Three priority issues have been identified. They are supported by joint projects presented in more detail online at

Three priority issues have been identified. They are supported by joint projects presented in more detail online at JOINT PROJECTS FOCUSED ON THREE ISSUES Under the St. Lawrence Actin Plan 2011 2026, the gvernments f Canada and Quebec cntinue t wrk tgether by pling their expertise and their resurces t prtect and enhance

More information

Down Under. Project Management Essential in Process Management Projects

Down Under. Project Management Essential in Process Management Projects A BPTrends Clumn Dwn Under December 2007 Jhn Jestn & Jhan Nelis BPM Cnsultants, Sydney Australia Authrs: Business Prcess Management Practical Guidelines t Successful Implementatins jhn.jestn@managementbyprcess.cm

More information

SAP SYSTEM APPLICATION PRODUCTS

SAP SYSTEM APPLICATION PRODUCTS SAP SYSTEM APPLICATION PRODUCTS FICO, MM, PP, PS, SD, QM (Enterprise Resurce Planning) Training Prgram Curse Prerequisites Befre entering the prgram, candidates must have a basic wrking knwledge f Windws,

More information

Marketing Summary Chapter 4

Marketing Summary Chapter 4 Marketing Summary Chapter 4 Marketing chapter 4 - Marketing Research: Gather, Analyze & Use Infrmatin Marketing Ethics: taking an ethical & abve-bard apprach t cnducting marketing research that des n harm

More information

CORPORATE. Freedom to Speak Up Standard Operating Procedure. Document Control Summary Status:

CORPORATE. Freedom to Speak Up Standard Operating Procedure. Document Control Summary Status: CORPORATE Freedm t Speak Up Standard Operating Prcedure Dcument Cntrl Summary Status: Replacement. This plicy supersedes the Public Interest Disclsure Plicy 28.01.15 (v3.1) Versin: V1.1 Date 01.10.16 Authr/Owner:

More information

ABC OF... PHYSICAL RESOURCES

ABC OF... PHYSICAL RESOURCES M ABC OF... PHYSICAL RESOURCES O D U L E 14 Published by the Department f Basic Educatin 222 Struben Street Private Bag X 895, Pretria, 0001 Website: www.educatin.gv.za r Thuthng Department f Basic Educatin

More information

BEST POSTER COMPETITION CRITERIA

BEST POSTER COMPETITION CRITERIA The Pwer f Partnership: Wrking in cllabratin t deliver high-quality health and care infrmatin and supprt BEST POSTER COMPETITION CRITERIA 11th Annual Cnference fr Peple Wrking in Health and Care Infrmatin

More information

Send My Ad Publications User s Guide

Send My Ad Publications User s Guide Send My Ad Publicatins User s Guide Welcme t the ASHRAE Magazine Print Ad Prtal ASHRAE s print magazine Advertising Prtal allws clients t submit ad materials quickly and easily. Yu can uplad yur advertising

More information

Parenteral Filling Facility Automation Case Study. Shawn Hull, Avid Solutions JV Cotterell, Eisai Inc

Parenteral Filling Facility Automation Case Study. Shawn Hull, Avid Solutions JV Cotterell, Eisai Inc Parenteral Filling Facility Autmatin Case Study Shawn Hull, Avid Slutins JV Ctterell, Eisai Inc System Overview Greenfield Parenteral Filling facility with tw filling lines (Cmmercial Line and Clinical

More information

MSU Extension Publication Archive. Scroll down to view the publication.

MSU Extension Publication Archive. Scroll down to view the publication. MSU Extensin Publicatin Archive Archive cpy f publicatin, d nt use fr current recmmendatins. Up-t-date infrmatin abut many tpics can be btained frm yur lcal Extensin ffice. Nitrgen Management fr Michigan

More information

TOWN OF PAYSON WATER DEPARTMENT BACKFLOW PREVENTION PROGRAM CUSTOMER INFORMATION PACKAGE

TOWN OF PAYSON WATER DEPARTMENT BACKFLOW PREVENTION PROGRAM CUSTOMER INFORMATION PACKAGE TOWN OF PAYSON WATER DEPARTMENT BACKFLOW PREVENTION PROGRAM CUSTOMER INFORMATION PACKAGE TOWN OF PAYSON Backflw Preventin Prgram Develpers, Cntractrs and Paysn Residents: An apprved backflw preventin assembly

More information

Appendix C: Country Case Study Methodology

Appendix C: Country Case Study Methodology Appendix C: Cuntry Case Study Methdlgy Guiding Principles Cuntry cases fllw a multiple cuntry case study design, that is, fcus n three reginal clusters each with three sets f PPP prjects with distinct

More information

Delivering World Class Support Services

Delivering World Class Support Services The Cmpass Service Framewrk Delivering Wrld Class Supprt Services Our Standard Operating Platfrm The Cmpass Service Framewrk (CSF) is ur Standard Operating platfrm develped t deliver high quality and efficient

More information

Results Day: Clearing Information and Apprenticeships. Thursday 17th August 2017

Results Day: Clearing Information and Apprenticeships. Thursday 17th August 2017 Results Day: Clearing Infrmatin and Apprenticeships Thursday 17th August 2017 RESULTS DAY: THURSDAY AUGUST 17 th 2017 Please read this infrmatin carefully If yu d nt get the results yu need t get int yur

More information

0XXX: Meter Reading Submission for Advanced & Smart Metering. Stage 01: Request

0XXX: Meter Reading Submission for Advanced & Smart Metering. Stage 01: Request Stage 01: Request 0XXX: Meter Reading Submissin fr Advanced & Smart Metering At what stage is this dcument in the prcess? The rllut f Advanced and Smart Metering delivers the pprtunity t utilise mre frequent

More information

Marketing activities and events manager

Marketing activities and events manager Rle Brief Marketing activities and events manager Directrate Marketing and cmmunicatins directrate Base lcatin Bristl Grade C 16 Date April 2018 Reprts t Head f marketing prductin Respnsible fr 1. Backgrund

More information

Business 59 Promoting Your Small Business

Business 59 Promoting Your Small Business BUS 59 Syllabus Business 59 Prmting Yur Small Business Curse Overview and Syllabus Fall 2014 / 5 Units Curse Descriptin: This new curse fcuses n methds f prmtin fr small businesses. Students will examine

More information

COURSE INFORMATION ENTR 7336 ENTREPRENEURSHIP TUESDAYS 6pm 9pm ; Room MH112 FALL 2013

COURSE INFORMATION ENTR 7336 ENTREPRENEURSHIP TUESDAYS 6pm 9pm ; Room MH112 FALL 2013 COURSE INFORMATION ENTR 7336 ENTREPRENEURSHIP TUESDAYS 6pm 9pm ; Rm MH112 FALL 2013 INSTRUCTOR Keith Rassin 713-545-4531 keithrassin@yah.cm READING MATERIALS Blackbard pstings and class handuts Articles

More information

Monitoring, Evaluation and Adaptive Management Following INFFER Assessment (INFFER step 7)

Monitoring, Evaluation and Adaptive Management Following INFFER Assessment (INFFER step 7) Mnitring, Evaluatin and Adaptive Management Fllwing INFFER Assessment (INFFER step 7) www.inffer.rg David Pannell, Geff Park, April Curatl, Anna Rberts, Stephanie Spry, Sally Marsh Intrductin The Investment

More information

White paper Ti-Rate billing and real-time rating solution. Version 1.0

White paper Ti-Rate billing and real-time rating solution. Version 1.0 White paper Ti-Rate billing and real-time rating slutin. Versin 1.0 Yu need mdern BSS slutins t adpt t new reality Ti-Rate slutin n etom map Billing shuld nt be hard and cmplicated High Cncurrent Lad handling,

More information

RESTRICTED JOB SPECIFICATION. Senior Software Developer

RESTRICTED JOB SPECIFICATION. Senior Software Developer JOB SPECIFICATION FUNCTION JOB TITLE REPORTING TO GRADE WORK PATTERN LOCATION TRAVEL REQUIRED ROLE ID IT & Digital Senir Sftware Develper Develpment Manager Band E Full-time Birmingham Occasinally TBC

More information

User Interface Design for Infographics for Software Engineering Workshop 2B, UNSW

User Interface Design for Infographics for Software Engineering Workshop 2B, UNSW User Interface Design fr Infgraphics fr Sftware Engineering Wrkshp 2B, CSE @ UNSW Shahla Ghbadi August 2013 Intrductin This chapter intrduces infgraphics and their recent trend. Static and interactive

More information

AUTONOMIC MODEL FOR MANAGING COMPLEX HEALTHCARE APPLICATIONS

AUTONOMIC MODEL FOR MANAGING COMPLEX HEALTHCARE APPLICATIONS AUTONOMIC MODEL FOR MANAGING COMPLEX HEALTHCARE APPLICATIONS Prepared by Faisal Sibai fr CS 895 Original paper Wail M. Omar, K. Samir, and A. Taleb-Bendiab. 2007. Autnmic Mdel fr Managing Cmplex Healthcare

More information

Water Body and Riparian Area Boundary Delineation Course

Water Body and Riparian Area Boundary Delineation Course Water Bdy and Riparian Area Bundary Delineatin Curse This training prvides an eclgical perspective n the delineatin f water bdies, with a specific fcus n riparian habitat adjacent t streams, rivers, lakes,

More information

Hygienic Sliding Doors Complete Solutions

Hygienic Sliding Doors Complete Solutions Hygienic Sliding Drs Cmplete Slutins Chsen by by the the wrld s leading pharma, fd and healthcare cmpanies Acustic Drs Cldstre Drs Fire Drs FRP Drs Glass Drs GRP Drs Hermetic Drs Hygienic Drs Rapid Rll

More information

EVALUATION AND RATING. Guidelines and instructions for completing the application for evaluation and rating via the NRF Online Submission System

EVALUATION AND RATING. Guidelines and instructions for completing the application for evaluation and rating via the NRF Online Submission System EVALUATION AND RATING Guidelines and instructins fr cmpleting the applicatin fr evaluatin and rating via the NRF Online Submissin System Please nte that the clsing date fr applicatins is 15 February 2017

More information

Setting a Goal for True Client Collaboration

Setting a Goal for True Client Collaboration Setting a Gal fr True Client Cllabratin Hw t build a better client accunting mdel By Darren Rt, CPA, CITP, CGMA Managing Partner, Rt & Assciates, LLC CEO, RtWrks, LLC Table f Cntents Intrductin... 3 Building

More information

Acceptance criteria for process capability indexes generated from statistical tolerance intervals as per ISO

Acceptance criteria for process capability indexes generated from statistical tolerance intervals as per ISO Acceptance criteria fr prcess capability indexes generated frm statistical tlerance intervals as per Backgrund Justificatin fr sampling plans and statistical analysis f results is a requirement fr prcess

More information

2018 CLEAN CAMPUS COMPETITION School Report Form

2018 CLEAN CAMPUS COMPETITION School Report Form 2018 CLEAN CAMPUS COMPETITION Schl Reprt Frm Please prvide the infrmatin belw alng with Student Reprt Frm t the judge(s): Name f schl: Phne: Cntact persn: First name: Last name: Student cntact: First name:

More information

Open House Fact Sheet

Open House Fact Sheet Open Huse Fact Sheet What is an Open Huse? An pen huse is an infrmal meeting prcess where participants begin by explring varius displays, r statins, related t the meeting purpse. Each statin has a knwledgeable

More information

Paulson ProMolder 1 Seminar Outline

Paulson ProMolder 1 Seminar Outline Plastics Academy Paulsn PrMlder 1 Seminar Outline Duratin 4 Days Certificatin Graduates will be Certified in the knwledge f Injectin Mlding frm the plastic s pint f view, will understand the why behind

More information

UNC 0594R: Meter Reading Submission for Advanced & Smart Metering. UNC Request Workgroup Report

UNC 0594R: Meter Reading Submission for Advanced & Smart Metering. UNC Request Workgroup Report UNC Request Wrkgrup Reprt At what stage is this dcument in the prcess? UNC 0594R: Meter Reading Submissin fr Advanced & Smart Metering The rllut f Advanced and Smart Metering delivers the pprtunity t utilise

More information

Strategic Planning Session Agenda

Strategic Planning Session Agenda Strategic Planning Sessin Agenda CEO Member Versin Tw r three days depending n ptin team-building activities Annaplis, MD 21401 p. 410.970.4771 supprt@lxcuncil.cm www.lxcuncil.cm Pre-Wrk fr Leadership

More information

Request for Proposal

Request for Proposal Request fr Prpsal DMDII-17-02 Advanced Analytics fr Supply Chain Operatins Technlgy Thrust Area: Agile, Resilient Supply Chain Revisin 1.0 Release Date: 4 August 2017 POC: Sctt Kruse Prject Innvatin Engineer

More information

Key Job Outcomes/Accountabilities:

Key Job Outcomes/Accountabilities: RADIO NEW ZEALAND JOB DESCRIPTION Psitin Title: Lcatin/Business Unit: Reprts t: Functinal relatinships: Digital Designer Digital, Wellingtn Develpment and prduct lead Other develpment staff Cntent staff

More information

Performance Standards Framework for Science

Performance Standards Framework for Science Perfrmance Standards Framewrk fr Science Unit Organizer: (Apprximate Time: fur day perid) OVERVIEW: Tabby structures were very ppular during the late 1800 s. Peple used specific methds t build what are

More information

Examiner Tip Sheet Independent Review

Examiner Tip Sheet Independent Review Examiner Tip Sheet Independent Review Welcme t Independent Review! The purpse f Independent Review is fr each team member t independently evaluate the applicant s prcesses and results by identifying areas

More information

Smart Manufacturing Smart Robotics. Presented by: Roy Vasher Assistant Professor Purdue, Management Technical Advisor, HDS RoboFS

Smart Manufacturing Smart Robotics. Presented by: Roy Vasher Assistant Professor Purdue, Management Technical Advisor, HDS RoboFS Smart Manufacturing Smart Rbtics Presented by: Ry Vasher Assistant Prfessr Purdue, Management Technical Advisr, HDS RbFS RbFS Purchaser Prgram CEO letter HDS (Hme Delivery Service) has develped RbFS, an

More information

Rocky Mountain PBS. REQUEST FOR PROPOSAL Creative Editor Edit 2 hours of content for the upcoming I-News Special, "Standing in the Gap" May 8, 2015

Rocky Mountain PBS. REQUEST FOR PROPOSAL Creative Editor Edit 2 hours of content for the upcoming I-News Special, Standing in the Gap May 8, 2015 Rcky Muntain PBS REQUEST FOR PROPOSAL Creative Editr Edit 2 hurs f cntent fr the upcming I-News Special, "Standing in the Gap" May 8, 2015 Rcky Muntain PBS 1089 Bannck Street Denver, Clrad 80204 PH: 303-620-5728

More information

EXHIBIT B, MODIFICATION PS-0006, CONTRACT GS-10F-0114T LABOR CATEGORY DESCRIPTIONS

EXHIBIT B, MODIFICATION PS-0006, CONTRACT GS-10F-0114T LABOR CATEGORY DESCRIPTIONS Prgram Manager 871-1 Strategic Planning fr Technlgy Prgrams / Activity Electrical Engineering 871-2 Cncept Develpment and Requirements Analysis Electrical Engineering 871-3 System Design, Engineering and

More information

Direct Marketing Production Printing & Value-Added Services: A strategy for growth. Production Printing & Media

Direct Marketing Production Printing & Value-Added Services: A strategy for growth. Production Printing & Media Direct Marketing Prductin Printing & Value-Added Services: A strategy fr grwth Prductin Printing & Media A Multi-Client Study Direct Marketing Prductin Printing & Value-Added Services: A strategy fr grwth

More information

Factsheet on Rural Development Programme for Hungary

Factsheet on Rural Development Programme for Hungary Factsheet n 2014-2020 Rural Develpment Prgramme fr Hungary The Rural Develpment Prgramme (RDP) fr Hungary was frmally adpted by the Eurpean Cmmissin n 10 August 2015, utlining Hungary's pririties fr using

More information

AAM Direct Suppliers AAM Supplier Portal Basic External Pull Usage

AAM Direct Suppliers AAM Supplier Portal Basic External Pull Usage August 25, 2006 T: Subject: AAM Direct Suppliers AAM Supplier Prtal Basic External Pull Usage The purpse f this guide is t present a walkthrugh f the new AAM Supplier Prtal fr meeting External Pull requirements.

More information

In this Document: EMV 3-D Secure General and Testing FAQs. EMV 3-D Secure General FAQs

In this Document: EMV 3-D Secure General and Testing FAQs. EMV 3-D Secure General FAQs In this Dcument: EMV 3-D Secure General and Testing FAQs 1. What is EMV 3-D Secure? EMV 3-D Secure General FAQs EMV Three-Dmain Secure (3DS) is a messaging prtcl develped by EMVC t enable cnsumers t authenticate

More information

Energy Savings A District Perspective

Energy Savings A District Perspective Energy Savings A District Perspective Ohi Schl Bards Assciatin Capital Cnference 2012 9:00 AM 10:15 AM 1 Energy Optimizers, USA Greg Smith, President, CEM, LEED AP, BD+C, CLEP, CEA Ohi K-12 Schl Fcus (Energy

More information

Improving Embedded Test Value ROI Is King! Ian F. Smith Newell & Budge Ltd.

Improving Embedded Test Value ROI Is King! Ian F. Smith Newell & Budge Ltd. Imprving Embedded Test Value ROI Is King! Ian F. Smith Newell & Budge Ltd. Imprving embedded test value ROI is King!! Ian F. Smith 30 Nvember 2005 EurSTAR 2005 Cpenhagen, Denmark www.slayer.cm Cpyright

More information

Request for Quotes PennDOT Leadership Academy for Managers (PLAM) Solicitation Number:

Request for Quotes PennDOT Leadership Academy for Managers (PLAM) Solicitation Number: www.dt.state.pa.us Request fr Qutes PennDOT Leadership Academy fr Managers (PLAM) Slicitatin Number: 6100041372 Curse Title: Curse Date(s) & Lcatins: PennDOT Leadership Academy fr Managers (PLAM) This

More information

Procurement Gateway & I Want Doc User Guide https://gateway.procurement.cornell.edu/

Procurement Gateway & I Want Doc User Guide https://gateway.procurement.cornell.edu/ Prcurement Gateway & I Want Dc User Guide https://gateway.prcurement.crnell.edu/ Prcurement Gateway Once yu lg int the Prcurement Gateway, the system will identify wh yu are and yur primary FTC/BSC yu

More information

A method of securing cellular services information is being implemented under the

A method of securing cellular services information is being implemented under the Cellular Telephne Service Descriptin The Cellular Telephne service plan prvides cellular telephne service and equipment frm a number f cellular telephne service prviders. The plan is intended t cver the

More information

Evaluation of a Low-Income Energy Efficiency Program

Evaluation of a Low-Income Energy Efficiency Program Evaluatin f a Lw-Incme Energy Efficiency Prgram Jacqueline Berger, APPRISE ABSTRACT The NJ Cmfrt Partners Prgram prvides n-cst energy efficiency services t lwincme utility custmers thrughut the state.

More information

Developed and monitored by : the Ministry of Ecology (also in charge of transports) ADEME (Public agency for the Environment and Energy Management)

Developed and monitored by : the Ministry of Ecology (also in charge of transports) ADEME (Public agency for the Environment and Energy Management) The French vluntary cmmitments prgram t reduce CO 2 emissins f the rad freight transprt peratrs Prgram launched in December 2008 5 years return f experiences Develped and mnitred by : the Ministry f Eclgy

More information