A CPFR IMPLEMENTATION METHODOLOGY STUDY A CARPENTER MECHANICAL INDUSTRY CASE STUDY
|
|
- Katrina Chambers
- 6 years ago
- Views:
Transcription
1 172 International Journal of Electronic Business Management, Vol. 2, No. 3, pp (2004) A CPFR IMPLEMENTATION METHODOLOGY STUDY A CARPENTER MECHANICAL INDUSTRY CASE STUDY James T. Lin *, Chen-Hao Yang and Tun-Mu Lin Department of Industrial Engineering and Engineering Management National Tsing Hua University Hsinchu (300), Taiwan ABSTRACT CPFR has been implemented successfully in hundreds of enterprises in order to overcome forecasting and replenishment problems relating to the supply chain. Until now only two companies in Taiwan have the experience to implement CPFR according to the records of the VICS. This paper proposes a methodology of how to implement CPFR and takes a mechanical wood carving industry as a case study. In recent years, VICS (Voluntary Inter-industry Commerce Standards) has gradually found ways to make up for the defects of CPFR due to many cases of having implemented CPFR. From front-end agreement, CPFR based joint-business plans to order product generation, order fulfillment and exception management, have been often well implemented, have raised the efficiency and have greatly improved business defects. Although CPFR can overcome forecasting and replenishment problems, few people in Taiwan know the spirits of CPFR and how to implement CPFR effectively. Moreover, CPFR Roadmap, which is proposed by VICS, only describes the outputs of each step, but does not illustrate details in every step about how to implement CPFR. Therefore, a mechanical wood carving industry in Taiwan is illustrated to propose a CPFR implementation methodology in this paper. This paper also tries to find out core elements for proposing CPFR s implementation and important procedure according to relative papers and released documents from VICS. Keywords: Collaborative Forecast, CPFR (Collaborative Planning, Forecast and Replenishment) * 1. INTRODUCTION With the globalization of business administration and the pressure of pursuing effectiveness and speed, companies are devoted to speeding up their information transmission race, both within themselves and externally, for corresponding to the needs of fast messages transmission. CPFR (Collaborative, Planning, Forecasting and Replenishment) is one of the developing molds that are used in the collaborative business. It mainly emphasizes that using collaborative processes raises the effectiveness of the supply chain. It also emphasizes that, at the same time, the effectiveness of the supply chain can also be raised by the sharing of information among business members. CPFR is primary applied to the forecasting and replenishment between supply manufacturers and retailers. Retailers can lessen the amount of goods held in storage and can reduce the rate of having a lack of goods by using CPFR. At the same time, supply manufacturers can also get precise information * Corresponding author: jtlin@ie.nthu.edu.tw about the needs of the market, make plans to replenish markets in order to reduce OCT (Order Cycle Time; OCT) and avoid having an unnecessary amount of goods held in storage by using CPFR. Most of the surveys and researches nowadays are focused on the effectiveness and the functions that CPFR has, but few of them mention the specific steps or methods of how to apply CPFR to a company. By interviewing and proving practical information, this study provides a set of steps about how to apply CPFR to a company and states the implementation processes. Also, it may become a reference to companies that want to apply to this skill. 2. MECHANICAL WOOD CARVING INDUSTRY The report of MM Mechanical Technology Magazine 2003, pointed out, that most of the factories in Taiwan that produce mechanical wood carvings are located centrally in Shengang Village, Fengyuan Village and Taichung Country and are of either small or middle sized scale. These factories have good upstream-downstream production systems and the
2 J. T. Lin et al.: A CPFR Implementation Methodology Study 173 supply of the constituent parts of products is sufficient and quick which lowers transportation cost, production time and lets firms become more competitive in the global market. As a whole, the market of the mechanical wood carving industry is centralized in the European and American area. Figure 1 shows the process from producing to delivering. The ocean shipping takes about one month from Taiwan to harbors in Europe and America under the consideration of costs, Furthermore, because of its huge bulk the space to store and the quantity of loading is limited. The Taiwanese mechanical wood carving industry is characterized by the following: (1) The production of product: The production system of the mechanical wood carving industry is centralized which makes the supply of building blocks very rapid. The basic raw materials of the mechanical wood carving industry can be simply classified into mould parts, plastic parts, hard iron parts and electronic engineering parts. Some of these parts (for example: mould parts etc.) need to be preprocessed so their leading time is as long as one month. (2) The access of marketing: It has no market access itself and its customers are agents and overseas agents. Under economic consideration, ocean shipping is the way of transportation and this takes one month. It s limited to product bulk, the storage space and loading quantity is fixed. (3) The characteristics of consuming areas: The majority of wooden houses are in North America and the consumers here mostly purchase carpentry tools to fix their houses by themselves. Therefore the main industry of DIY and desktop wood carving machines is centralized in North America. the selling characteristic of this industry is focused on the European and American area. As shown the market lies abroad so many of the goods of the mechanical wood carving industry in Taiwan sell abroad by way of overseas agents who then sell to retailers. Taiwan s mechanical wood carving industry therefore depends highly on overseas markets and overseas agents expand and create the market themselves or by using the producer's private label. Usually two big problems exist in this industry of Taiwan: (1) They have too many supplies or inventories: The producers prepare more materials or build up a safe quantity in order to satisfy the need of brand-retailers (the main customers) to avoid shortages which could lower the needs of customers. (2) The process of production is highly seasonal: There are high fluctuations in the volume of sales because brand-retailers sell according to orders made. Orders are not certain and there is always a level of uncertainty in predicting them. Producers produce by order since the uncertainty of prediction of the market raises considerations of cost in addition to the product life cycle. Also, three big problems exist for brand-retailers abroad: (1) The benefits of every plain tend to be lower-- The benefit generated by every plain is lower than others, due to the supplementary is not ready, producers have nothing to sell on shelves or because products on shelves have a low turnover rate. (2) The reserves are too much and not necessary-- To stabilize the quantity of products as much as possible and to raise the service level, the storage level has to be increased. Unfortunately, the stored products are often not what the customers want. (3) The situation of a lack of goods in storage often happens-- The lead time for a reaction to changes in market demands takes too long such that business opportunities can be missed. 3. LITERATURE REVIEW Figure 1: The marketing access of products in the mechanical wood carving industry of Taiwan European consuming behaviors are the same as those in North America, in spite of their brick-cement made houses. Therefore part of the market is also distributed all over the countries in Europe. Overall, 3.1 Introduction CPFR is a method of supply chain collaboration to get a more accurate judgment of market demand by sharing corresponding information. It also could less inventory problems and lower the inventory cost. CPFR focuses on collaboration between buyer and seller to work out collaborative forecasting procedures. These forecasting procedures can share risk by commitment. VICS [15] offered a scenario of alternatives, nine steps, deployment of IT systems and so on for enterprises implementing CPFR.
3 174 International Journal of Electronic Business Management, Vol. 2, No. 3 (2004) 3.2 CPFR Roadmap When in the pilot stage of CPFR implementation, enterprises can start CPFR implementation on only several products and partners. They should consider if sources are enough for implementation. Enterprises must first choose a specific range such as a sales forecasting process and experiment with results on a theoretical level only. Then they could extend the collaboration processes to the whole CPFR scope. VICS provided Roadmap to assist enterprises implementing CPFR and to help understand what should be done in each stage of implementation. The main steps shown are list: (1) Step1: Evaluate your current state (2) Step2: Define scope and objectives (3) Step3: Prepare for collaboration (4) Step4: Execute Perform a the pilot (5) Step5: Asses performance and identify next step 3.3 CPFR Critical Success Factors Seifert [8] referred to the implementing experiences of consultancy and pointed out that the crucial success factors should include well-defined processes, trust between trading partners, information technology investment and executive commitment. Figure 2 shows them. Trust Process Commitment Technology Figure 2: CPFR critical success factors [8] 3.4 Problems in CPFR Implementation We collected relative researches about CPFR implementation and classified them in Table 1. We found that the problems in CPFR implementation were sorted into business process, reengineering, collaborative forecasting, information sharing, partner relationship, deployment ability, agreement of goals and previous experience. Those problems will be noticed in our CPFR Implementation Methodology. 4. CPFR IMPLEMENTATION METHODOLOGY 4.1 Origin of the Implementation Methodology We summarized all the relative research about CPFR Implementation problems and the meanings of each stage of CPFR Roadmap to conclude our methodology structure. Description is as follows. The key points for implementing CPFR are: (1)Analyzing the motives and benefits to implement CPFR, (2)Constructing the processes corresponding with the spirit of CPFR, (3)Reviewing and modifying the problems after implementing CPFR in order to extend the next collaboration stage. When we think about future processes, we can refer to previous research and build CPFR concepts into processes reengineering. Moreover, we consider how to change enterprises processes to coincide with CPFR core thinking (collaborative processes, exception management, information sharing and KPI). So we can set six stages in our methodology to outline how to proceed with CPFR implementation. Our CPFR Implementation Methodology references are summarized in Table 2. References Barratt et al(2001) ECR Europe(2002) Holmstrom et al(2002) Noekkentved(2000) P&G,Wal*Mart case (1998) Stank et al(1999) VICS(1998) Zin(2003) Table 1: Relative researches about CPFR implementation Business Process Reengineering Collaborative Forecast Information Sharing Partner Relationship Deployment Ability Agreement of Goals Previous Experience Table2: References of each stage in our methodology Stage Reference Analysis VICS CPFR Roadmap Step1 [14] Buildup Anjard [1] CSF(Critical Success Factor) Definition Execution Feedback Seifert [8] EAN.UCC [3]VICS [14] Teigen [12]VICS [14] Satty [7] VICS CPFR Roadmap Step4 [14] VICS CPFR Roadmap Step5 [14] 4.2 Content of the Implementation Methodology Current research divides implementation into six stages [13]. They are: Analysis, Buildup, CSF (Critical Success Factor), Definition, Execution, and Feedback. The depiction is as Figure 3 shows. We would describe them as follows: (1) Analysis The purpose of stage 1 is to find out the current problems between buyer and seller. Ways must then be tested to solve these problems through CPFR implementation and an understanding must be gained
4 J. T. Lin et al.: A CPFR Implementation Methodology Study 175 of why we should implement CPFR. When it is certain that CPFR could really solve the problems, we use a series of methods to analyze these problems and review the relations between the problems to look into their crucial essence. Like the method Goldratt [4] provided, it can assist buyer and seller in looking for UDE (undesirable effects) through thinking processes in theorem of constraints. Moreover, core problems would emerge by using the UDE Map. To sum up what we should do in Stage 1, there are three steps. Step1 is to find out the intent of why to implement CPFR (Why CPFR). Step 2 is to identify problems relations. Finally, step 3 is to dig core problems. (2) Buildup The purpose of stage 2 is to reach a common view about current processes between buyer and seller. The core problems should have come to light in stage 1. However before designing future processes by solving core problems, buyer and seller should agree with a common consensus of current processes. We can refer to Anjard [1] and Keller et al. [5] to describe process mapping between buyer and seller. Thus, we also can set three steps in stage 2. Step 1 is to map the current processes (AS-IS process mapping). Step2 is to establish a solution proposal (Build-up Solution). Step3 is to map the future processes (TO-BE process mapping). (3) CSF Using the concepts and knowledge gained from the previous stage, details for the future processes can be developed using the critical success factor view (CSF). In other words, we develop measures for future processes after pointing out what processes should be changed. CSF (critical success factor) means positive and effective factors for implementing policies or systems when enterprises operate. Seifert [8] points out that it should include well-defined processes, trust in partners, investment in IT and commitment to practice when implementing CPFR. They can be separated into three parts as Figure 2 shows: process, organization and technology. In Stage 5, we will probe into how to analyze and design the technology. So we barely discuss the process parts of CPFR collaboration method here and instead refer some other researches to instruct with the organization side of CPFR. Viewing related researches, the process part of CPFR contains revolutions in forecasting, information sharing, exception management other organizational areas. Whereas this research analyzes how to implement CSFR based on the product making process, we also take other complementary factors like enterprise culture, IT capabilities and implementation experiences into consideration. Therefore, we could conclude that CSF in the process stage contains: CSF1--Revolution in forecasting, CSF2--Information sharing, CSF3--Exception management and other complementary factors. (4) Definition After designing future processes, we need to establish KPIs (key performance index) to evaluate if the changed processes could solve problems and reach our goals. KPIs in CPFR have two kinds of meaning. First, they can be used to measure the benefits after implementing CPFR. Second, they can be seen as targets that buyers and sellers engage in. For example, they will make it possible to cut down the gap between forecast orders and real purchase orders if both sides set a KPI at a forecasting accuracy of 80%. We could then make sure of the scope and details in the future processes again and draw TO-BE process mapping figures and working sheets after deciding what KPIs will be used. Additionally, the needed information could be known from matching KPIs with CPFR FEA (Front-end agreement) and JBP (Joint-business plan). Thus, this stage includes four steps. Step 1 is to choose the KPIs for evaluating performance. Then we could prioritize these KPIs by many mathematical methods such as AHP. Third, confirming the futures processes. Finally, proposing a collaboration agreement. (5) Execution We should analyze how to use IT implementation to help enterprises adopt CPFR after future processes are confirmed. For example, IT systems can assist enterprises to understand what kinds of exception messages happen so as to let enterprises solve them. Both sides can share information efficiently on the IT platform. So both sides would discuss how to establish CPFR systems in this stage. Referring to Zin [16], we could set up CPFR systems through three steps: step1 is system structure analysis, step 2 is system design, and step3 is system establishment. (6) Feedback After a period of executing CPFR, we will review the results of the KPIs and check the differences between them and the original targets. These differences found in this analysis can then let enterprises know the outcomes of implementing CPFR and where they should focus in the next stage. The differences found by the above analysis could be divided into two parts to be diagnoses. Firstly, we find out whether there are still some problems in future processes by viewing the difference between estimated and obtained KPIs. Then we also check this analysis of KPI difference to see how we can revise future processes. Through assessing the problems behind future processes, we know how to modify the future processes. Moreover more detailed processes can be
5 Process Trust Technology Technology Commitment CSF Exception Handling FCST process Information sharing 流 聯 異 狀 理 CPFR 行流 料 聯 異 狀 理 KP I KPIexception cri ter iascenario Forecast Horizon/Bucket/Frozen Reference VICS CPFR 9 STEPs Business Message Standards Business Message Standards 料 Front-end Agreement 異 狀 Event Item locat ion Profile Forec as t Exception R eport Forecast Revisio nsperformance 176 International Journal of Electronic Business Management, Vol. 2, No. 3 (2004) developed with the CSF view. So there are recurrent stages for us to control and check the outcomes of when implementing CPFR. Supply analysis CPFR Motive Analysis Demand TOC-Think Process Analysis GAP Analysis non-kpi Analysis Feedback step1 Find Core Problems step3 KPI KPI Target V.S. Report Find unconsidered CSF AS-IS process mapping step1 Build Solution step2 (1) (2) (3) TO-BE process mapping step3 Buildup Execution System Analysis & Design Process Trust CSF Problem Problem Probleblem Pro- UDE Map step2 Commitment Exception Handling CSF KPI Selection Method (AHP) Baseline Target Definition Figure 3: CPFR implementation methodology structure [13] FCST process Information sharing 5. CASE STUDY PRACTICE CPFR IMPLEMENTATION METHODOLOGY IN A MECHANICAL WOOD CARVING INDUSTRY The following describes a mechanical wood carving industry (seller) and its customer (buyer) and the implementation of CPFR according to our Implementation Methodology. The details can be referred to in [13]. (1) Analysis In this stage, the mechanical wood carving industry and its customer would figure out current problems between them and detect if CPFR could really solve those problems. After several discussions with every department and managers of both sides, they collected some problems. Then they used a series of analytical processes to find out the essential problem. These problems were a high volume inventory, too long lead-time, low replenishment frequency and wrong forecasting. Those problems were indeed what CPFR could solve. For this reason, both sides decided to progress with a CPFR implementation project and got high-level agreement in each company. (2) Buildup First, both sides proceeded in process mapping. Some work involved confirming their processes inside their companies, finding relative processes, defining correlative information, drawing process figures and outputting work sheets. Then the CPFR project team concentrated on core problems to bring out future processes conforming to the CPFR spirit. With brain storming and some other methods, they developed several solutions to their found problems. Finally, they produced the future processes. The key changes were as listed: Horizon of sales forecasting changed from half year to one year. Time bucket of forecasting changed from month-base to week-base. Demand planning changed from five months to one year. Replenishment changed from month to week. (3) CSF Continuing the previous stage, they set up the details of future processes from using the critical success factors view. These included the following: CSF1: Revolution in forecasting forecasting horizon, forecasting frozen time and forecasting skills. CSF2: Information sharing trading items/locations and trading frequency, deciding which information (inventory, forecasting, orders, production capacities, and transportation plan) should be involved in trading items for sharing. CSF3: Exception management and other complementary factors exception criteria, reaction procedure and so on. (4) CSF4 Definition In this stage, the project team analyzed the correlation between core problems and KPIs, and reached an agreement as to the KPIs criteria standard. They agreed eighteen KPIs, such as inventory level, sales forecasting accuracy and out-of-stock frequency. Secondly, high level managers in both sides conferred on the priority of KPIs. Then they decided nine main KPIs and set up a baseline and the estimated targets for the nine KPIs. They mapped the future processes to the CPFR nine-steps and then checked the KPIs again. Both sides signed front-end agreements and joint-business plans finally. (5) Execution The project team developed a CPFR system through system structure analysis, system design and system establishment. Both sides proceeded to future processes with CPFR systems. On the CPFR platform, they could transmit information of inventories, sales forecasting, order forecasting and POS data. Moreover, buyer and seller proceeded with new processes supported by the CPFR system. In this stage, both sides actually did new processes which developed in previous meetings. The collaboration project team began to trade information and continued to revise the bias of progress. They also monitored exceptions, recording exception criteria and tried to solve them in time. (6) Feedback They would review the KPIs and compare real value to target value after a period of time. For
6 J. T. Lin et al.: A CPFR Implementation Methodology Study 177 example, if the sales forecasting accuracy value was 60% and the previously agreed target value was 80% then both sides would find out the causes of mismatch: the seller didn t take promotion events into account, so the seller s sales forecasting value is much different from the buyer s. Later they improved this and continued proceeding with new processes. Other KPIs are also analyzed in the same method. Every difference would tell something and let both sides improve and revise processes. Through the result of CPFR implementation a valuable stage could be reached by viewing and using target differences well. 6. CONCLUSION This research tries to figure out the key factors within CPFR according to CPFR s authoritative documents and relative papers. We give a series of procedures to guide enterprises implementing CPFR, practicing our Implementation Methodology into a tool machine industry and verifying if it is workable. The final result shows very good achievements by exploiting it. Also, we tested it again by interviewing with scholars and managers in different fields. So the summary is as listed: This research offers a workable CPFR Implementation Methodology assisted by many means. It specifies the details to implement CPFR. This research complements the shortage of the CPFR Roadmap and provides a way of doing things in each stage. Through a practice in the tool machine industry, we could clearly and explicitly know how to use our Implementation Methodology. Our research here also provides knowledge for enterprises to understand CPFR. The research here has a limited range due to limits of time and resources but is suitable for helping follow up research to continue probing. Our research is limited in the following ways: This research discusses only industries similar to the woodworking machine industry. We have not discussed CPFR implementation for industries which have different characteristics and we have not discussed which industries have characteristics that may or may not make them suitable for CPFR implementation. What this methodology is oriented in predicting is the field in cases where co-operation between different segments of the commercial structure is possible. However every commercial structure has different characteristics and different channels of communication and co-operation (for instance: Design in coordination, in coordination with logistics management, etc.). Researchers who are researching different commercial structures with different channels of co-operation can consult this research institute to advance the depth of CPFR theory. This research improves discussion of the main procedures involved in CPFR implementation but it has not further investigated the effect of other factors, such as enterprises performance, climate of organization, etc., on the implementation of CPFR. This can be done in and by future research. This research has concentrated on a specific type of product with certain constituent parts. However it can not necessarily be instructive for CPFR implementation in companies with different types of products from the one discussed here. Companies with products of different characteristics may require different CPFR implementation styles. Further research may find whether different products determine whether a different CPFR implementation style is necessary for the company producing those products. Then discussions for which products require different company CPFR implementations may be pursued. This research discusses only a situation of communication between two parties (A Company woodwork machine manufacturers and B company brand sellers through fare trade). The research has not investigated cases where communication has to be done between "more than one pair " or the buying and selling relation situation " to one more ", can carry on the further discussion to this a part in the future. This research discusses only equal, two way discussions between manufacturers and traders in their buying and selling relationship. It does not discuss communication in situations where there may be many manufacturers selling to one retailer or in situations where there may be many retailers buying from one company. Future research may concentrate on how such differences affect communications and the CPFR implementation This research does not consider what happens in the example given, (chapter 3), when products can not be sold. This situation is not taken into account in the five steps given for CPFR implementation in chapter 3. We have used the ideal model of a "circulation industry." Further discussion in the future may consider CPFR implementation in non circulation industries. This research has assessed the goals and success of CPFR only in terms of direct monetary profit. However practical analysis uses AHP to analyze benefits which takes into account benefits in various areas, not only monetary profit. Future discussions may find more suitable 'assessment performance of index' methods to help further discussion.
7 178 International Journal of Electronic Business Management, Vol. 2, No. 3 (2004) REFERENCES 1. Anjard, R., 1998, Process mapping: a valuable tool for construction management and other professionals, Facilities, Vol. 16, No. 3, pp Cho, B. Z., 2004, A web services based peer-to-peer CPFR message exchange architecture, Department of Information Application, National Tsing Hua University, Master Thesis. 3. EAN.UCC, 2001, CPFR Business Message Standards Version Goldratt, E. M., 1994, It s Not Luck, North River Press. 5. Keller, P. J. and Jacka, J. M., 1999, Process mapping, The Internal Auditor, pp Noekkentved, C., 2000, Collaborative Processes in e-supply Networks, European SAP Centre of Expertise, PricewaterhouseCoopers. 7. Satty, T. L., 1971, The Analytic Hierarchy Process, McGraw-Hill. 8. Seifert, D., 2003, Collaborative Planning, Forecasting, and Replenishment - How to Create a Supply Chain Advantage, AMAZOM. 9. Stadtler, H., Kilger C., 2002, Supply Chain Management and Advanced Planning Concepts, Models, Software and Case Studies, Second Edition, Springer. 10. Stank, T. P., Daugherty, P. J. and Autry, C. W., 1999, Collaborative planning: supporting automatic replenishment programs, Supply Chain Management, Vol. 4, No. 2, pp Tage, S., Christian, T. and Claus, A., 2003, Supply chain collaboration: Theoretical perspectives and empirical evidence, International Journal of Physical Distribution & Logistics Management, Vol. 33, No. 6, pp Teigen, R., 1997, Information Flow in a Supply Chain management System, Lin, T. M., 2004, CPFR implementation methodology study - A machine tool industry case, Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Master Thesis. 14. VICS, 1998, Roadmap to CPFR, Voluntary Inter-industry Commerce Standards Association. 15. VICS, 2002, Collaborative planning, forecasting and replenishment (CPFR ), Voluntary Interindustry Commerce Standards Association. 16. Zin, W. T., 2003, CPFR platform design and analysis, Department of Information Application, National Tsing Hua University, Master Thesis. ABOUT THE AUTHORS James T. Lin is a Professor in the Department of Industrial Engineering and Engineering Management at National Tsing-Hua University (NTHU), Taiwan R.O.C. He received his Ph.D. degree in Industrial Engineering at Lehigh University in His current research and teaching interests are in the general area of Supply Chain and Production Management. In particular, he is interested in Supply Chain Management, Simulation Modeling of Manufacturing Systems, Advanced Planning and Scheduling. He is a member of IIE, SCS, and CIIE. Chen-Hao Yang is engaged in his MS degree from Industrial Engineering and Engineering Management Department at National Tsing-Hua University (NTHU). His research interests are Simulation and CPFR. Tun-Mu Lin received his MS degree from Industrial Engineering and Engineering Management Department at National Tsing-Hua University (NTHU). His research interests are Simulation and CPFR. (Received September 2004, revised November 2004, accepted December 2004)
Vendor-Managed Inventory Forecast Optimization and Integration
Vendor-Managed Inventory Optimization and Integration By Xihang (Eastman) Kou Thesis Advisor: Dr. Lawrence Lapide Summary: This project developed a novel way of measuring and comparing account level Vendor-Managed
More informationE-Biz Trends and Applications
E-Biz Trends and Applications Syming Hwang National Chengchi University 64 Chi-Nan Rd. Sec#2 Taipei, Taiwan syming@nccu.edu.tw 2004 APEC Informatization Workshop for Small and Medium Enterprises October
More informationChapter 5 Demand Forecasting
Chapter 5 Demand Forecasting TRUE/FALSE 1. One of the goals of an effective CPFR system is to minimize the negative impacts of the bullwhip effect on supply chains. 2. The modern day business environment
More informationTHE WHITEPAPER PUBLISHED
THE WHITEPAPER PUBLISHED 25.04.2018 Page 1 How Major Energy Company Increased Profitability up to 20% using Robot Trader A Practical Application to Artificial Intelligence in Energy Trading Page 2 White
More informationProceedings of the 7th International Conference on Innovation & Management 137
Proceedings of the 7th International Conference on Innovation & Management 137 A Study of Technology Diffusion and Productivity Levels in the Natural Rubber Industries of Cambodia and Thailand by Adopting
More informationRetailer Views on Forecasting Collaboration
Retailer Views on Forecasting Collaboration Johanna Småros Helsinki University of Technology Alfred Angerer University of St. Gallen Prof. John Fernie Heriot-Watt University Dr. Beril Toktay INSEAD Dr.
More informationA CONCEPTUAL MODEL OF CONSUMER SATISFACTION WITH ONLINE RESALE OUTCOMES AND PRODUCT PERFORMANCE
A CONCEPTUAL MODEL OF CONSUMER SATISFACTION WITH ONLINE RESALE OUTCOMES AND PRODUCT PERFORMANCE Hsunchi Chu Department of Global Marketing and Logistics, MingDao University 369 Wen-Hua Road, Peetow 52345,
More informationRFID: ROI Opportunities after the Sunk Cost. Teodor D. Simeonov
RFID: ROI Opportunities after the Sunk Cost By Teodor D. Simeonov Submitted to the Department of Civil and Environmental Engineering in partial fulfillment of the requirements for the degree of Master
More informationHow to Drive. Online Marketing through Web Analytics! Tips for leveraging Web Analytics to achieve the best ROI!
How to Drive Online Marketing through Web Analytics! Tips for leveraging Web Analytics to achieve the best ROI! an ebook by - Delhi School Of Internet marketing Table of Content Introduction Chapter1:
More informationBill Drake March 14, 2013
SUPPLY CHAIN SIMULATION Bill Drake March 14, 2013 Agenda I. Introduction and Objectives (15 minutes) II. Playing the Game description of game and rules (15 minutes) trial (example) rounds (15 minutes)
More informationMIT SCALE RESEARCH REPORT
MIT SCALE RESEARCH REPORT The MIT Global Supply Chain and Logistics Excellence (SCALE) Network is an international alliance of leading-edge research and education centers, dedicated to the development
More informationCrunching Big Data into actionable insights
Crunching Big Data into actionable insights Eyeon Planning Inspiration Day 2017 Kalle Rasmussens Global Lead Demand Planning The Company 3 INDEPENDENT & RESPONSIBLE GLOBAL BREWER THE WORLD S MOST INTERNATIONAL
More informationThe Training Material on Logistics Planning and Analysis has been produced under Project Sustainable Human Resource Development in Logistic Services
The Training Material on Logistics Planning and Analysis has been produced under Project Sustainable Human Resource Development in Logistic Services for ASEAN Member States with the support from Japan-ASEAN
More informationInvestment Readiness answers 4 Key Questions to the Business Model. 2. Investment Readiness: am I ready to start?
2. Investment Readiness: am I ready to start? When you have started your social business and have managed to overcome the first months or years, you will eventually reach the point where it is obvious
More informationIndex. B Boston-based AMR Research, 4
Index A Account Planning, 59 Analytic hierarchy process (AHP) decision maker, 149 demand driven supply chain assessment model approximation method, 150 components and categories, 152 contingency theory,
More informationEnterprise Systems MIT 21043, Technology Management and Applications Lecturer in Charge S. Sabraz Nawaz
Chapter 8 Enterprise Systems MIT 21043, Technology Management and Applications Lecturer in Charge S. Sabraz Nawaz Lecturer in Management & IT 1 Learning Objectives Understand the essentials of enterprise
More informationExploring the Impact of ICT in CPFR: A Case Study of an APS System in a Norwegian Pharmacy Supply Chain
Exploring the Impact of ICT in CPFR: A Case Study of an APS System in a Norwegian Pharmacy Supply Chain Maria Thomassen, Heidi Dreyer, Patrik Jonsson To cite this version: Maria Thomassen, Heidi Dreyer,
More informationIndustrial Engineering Prof. Inderdeep Singh Department of Mechanical and Industrial Engineering Indian Institute of Technology, Roorkee
Industrial Engineering Prof. Inderdeep Singh Department of Mechanical and Industrial Engineering Indian Institute of Technology, Roorkee Module - 04 Lecture - 04 Sales Forecasting I A very warm welcome
More informationStrategic inventory management through analytics
Strategic inventory management through analytics BY SEEMA PHULL, ED LAWTON AND REGINALDO A. MONTAGUE EXECUTIVE SUMMARY Many organizations hold plenty of inventory, which in theory means they should be
More informationUniversity of Jordan Marketing Department Course Description
University of Jordan Marketing Department Course Description 1604201 Principles of Marketing The objective of this course is to introduce the students to the core of marketing and the basic elements of
More informationNine Ways Food and Beverage Companies Can Use Supply Chain Design to Drive Competitive Advantage
White Paper Nine Ways Food and Beverage Companies Can Use Supply Chain Design to Drive Competitive Advantage From long-term, strategic decision-making to tactical production planning, supply chain modeling
More informationPromotional Forecasting in the Grocery Retail Business. Pakawakul Koottatep and Jinqian Li
Promotional Forecasting in the Grocery Retail Business by Pakawakul Koottatep and Jinqian Li Submitted to the Engineering Systems Division on May12, 2006 in Partial Fulfillment of the Requirements for
More informationSMART COMMERCE ANALYSIS FOR CLICK AND MORTAR OF INTEGRATION PLATFORM
SMART COMMERCE ANALYSIS FOR CLICK AND MORTAR OF INTEGRATION PLATFORM Tzu-Chun Weng 1 Yi-Shu Huang 2, Chih-Hao Hsu 3, Eldon Y. Li 4 1 Department of Information Management, National Taiwan University of
More informationA Study of the Application of Supply Chain Management in Construction Industry
Association for Information Systems AIS Electronic Library (AISeL) WHICEB 2013 Proceedings Wuhan International Conference on e-business Summer 5-25-2013 A Study of the Application of Supply Chain Management
More informationBUILDING THE ONE GSA ENTERPRISE ARCHITECTURE
DRAFT BUILDING THE ONE GSA ENTERPRISE ARCHITECTURE VERSION 1.0 GS426T1 Carrie Boyle, LMI Ellen Dupuy, LMI Phyllis Hunter, LMI Rick Smith, LMI John Butler, Unisys Cory Casanave, DAT Tom Digre, DAT SEPTEMBER
More informationChapter 1 CHAPTER 1 INTRODUCTION. PhD. Thesis 1
CHAPTER 1 INTRODUCTION PhD. Thesis 1 Introduction 2 PhD. Thesis 1.1. Background At about 150 million Internet users, India has the third largest Internet population in the world, after China (at 575M)
More informationStep-by-Step Process for Protecting Your Inventory"
Step-by-Step Process for Protecting Your Inventory" You need to follow these instructions very carefully, because if you miss a step or do this wrong, it may end up costing you a lot of money You have
More informationThe Inventory Optimization Maturity Curve
An Executive White Paper The Inventory Optimization Maturity Curve Mapping an IO Journey for Today s Supply Chain Teams Table of Contents People, Process and Technology...3 The IO Maturity Curve...4 Stage
More informationAgile Projects 7. Agile Project Management 21
Contents Contents 1 2 3 4 Agile Projects 7 Introduction 8 About the Book 9 The Problems 10 The Agile Manifesto 12 Agile Approach 14 The Benefits 16 Project Components 18 Summary 20 Agile Project Management
More informationGetting to S&OP Success
Getting to S&OP Success WHITE PAPER Getting to S&OP Success How to make Sales and Operations Planning (S&OP) pay off for your company Executive Summary Research abounds on the benefits of developing a
More informationMARKDOWN OPTIMIZATION. Opportunity to Maximize Margins in the Fluid World of Fashion Retail
MARKDOWN OPTIMIZATION Opportunity to Maximize Margins in the Fluid World of Fashion Retail In a world where most apparel retailers place purchase orders with their suppliers many months in advance of the
More informationThe Value Research on Information Sharing in Supply Chain Management
The Value Research on Information Sharing in Supply Chain Management YANG Jing School of Kexin Hebei University of Engineering P.R. China 056038 hdjianghua@126.com Abstract: In supply chains, information
More informationAN EMPIRICAL STUDY OF THE E-COMMERCE CLICK-AND-MORTAR BUSINESS MODEL AND PERFORMANCE: AN INNOVATION APPROACH
International Journal of Electronic Business Management, Vol. 2, No. 2, pp. 85-91 (2004) 85 AN EMPIRICAL STUDY OF THE E-COMMERCE CLICK-AND-MORTAR BUSINESS MODEL AND PERFORMANCE: AN INNOVATION APPROACH
More informationAn Ordering Strategy for a Retail Supply Chain
An Ordering Strategy for a Retail Supply Chain Improving the Ordering Process between a Retail Brand Owning Company and its Distributors and Suppliers Master's thesis in the Master's Programme Supply Chain
More informationXerox International Partners (XIP), established in 1991 as a joint venture between Fuji Xerox Co. Ltd.
IMPROVED ORDER FILL RATE, DSI AND OPERATIONAL EFFICIENCY FOR DEMAND DRIVEN SUPPLY CHAIN BY UPGRADING AND INTEGRATING MANUGISTICS SCPO AND COLLABORATE SOLUTION TO JDA 7.4.X SUCCESSFULLY Sudam Sahoo, President,
More informationThesis Projects Outline & Examples
Logistics, Procurement and Supply Chain Management MSc Thesis Projects Outline & Examples Dr Hendrik Reefke Email: hendrik.reefke@cranfield.ac.uk 1 www.cranfield.ac.uk/som Benefits Provides external expertise
More informationS&OP, Integrated Planning and Supply Chain Excellence
S&OP, Integrated Planning and Supply Chain Excellence Rotterdam, November 17, 2016 Dr. Richard Pibernik Professor of Logistics & Quantitative Methods University of Würzburg Adjunct Professor of Supply
More informationUnderstanding Inventory Fundamentals
CHAPTER SEVEN Understanding Inventory Fundamentals McGraw-Hill/Irwin Copyright 2011 by the McGraw-Hill Companies, Inc. All rights reserved. Where We Are Now Relationships Sustainability Globalization Organizational
More information7 ways to improve your Production Planning using SAP Business One integration
7 ways to improve your Production Planning using SAP Business One integration At the core of any business' success story, you will find sound planning. It goes without saying that planning is the most
More informationCHAIR Welcome. Would you like to make an opening statement?
E 102 Senate Tuesday, 6 October 2009 CHOU, Associate Professor Chun Tung, Private capacity KANHERE, Dr Salil, Private capacity Evidence was taken via teleconference CHAIR Welcome. Would you like to make
More informationAn Overview of Supply Chain Competitiveness in Manufacturing Industries: Strategies and Framework
An Overview of Supply Chain Competitiveness in Manufacturing Industries: Strategies and Framework Ajay Verma Department of Mechanical Engineering, Maulana Azad National Institute of Technology, Bhopal
More informationWorking Capital Management:
WHITE PAPER Working Capital Management: The Missing Link in Payables and P2P Extend P2P automation to improve management of working capital and business performance While automation is widely adopted across
More informationOrder-To-Delivery Process Architecture in Cement Factories: The Case of Derba Midroc Cement Factory
Order-To-Delivery Process Architecture in Cement Factories: The Case of Derba Midroc Cement Factory Ayda Gebru HiLCoE, Computer Science Programme, Ethiopia aydageb12@gmail.com Berhanu Borena HiLCoE, Ethiopia
More informationSAP Integrated Business Planning (IBP) Towards Digital Now
SAP Integrated Business Planning (IBP) Towards Digital Now Digital transformation is changing the way we sell, buy, distribute, store, plan, communicate, organize, collaborate and generally speak the essence
More informationResearch on Middle and Small Manufacture Enterprise E-commerce Application Systems Mingqiang Zhu a, Zuxu Zou b
Advanced Materials Research Online: 2014-05-21 ISSN: 1662-8985, Vol. 933, pp 819-823 doi:10.4028/www.scientific.net/amr.933.819 2014 Trans Tech Publications, Switzerland Research on Middle and Small Manufacture
More informationThe Logitech Supply Chain: Solidifying Our Competitive Advantage
The Logitech Supply Chain: Solidifying Our Competitive Advantage Gray Williams Vice President World Wide Supply Chain Logitech Investor Day London May 10, 2007 Our Mission Provide Logitech and its customers
More informationCollaborative manufacturing:a strategy built on trust and cooperation
Collaborative manufacturing:a strategy built on trust and cooperation Michael McClellan, President, Collaboration Synergies Inc. Vancouver, WA 98687 With collaborative manufacturing, all parties in the
More informationResearch on Problems and Countermeasures of Social E-commerce Operation
2018 7th International Conference on Social Science, Education and Humanities Research (SSEHR 2018) Research on Problems and Countermeasures of Social E-commerce Operation Qiang Jin Xijing University,
More informationKLU. Building a Maturity Model. A Maturity Model
KLU Building a Maturity Model A Maturity Model WHAT ARE MATURITY MODELS? Maturity means ripeness and describes the transition from an initial to a more advanced state of a process, project, etc. Maturity
More informationAdvanced skills in CPLEX-based network optimization in anylogistix
Advanced skills in CPLEX-based network optimization in anylogistix Prof. Dr. Dmitry Ivanov Professor of Supply Chain Management Berlin School of Economics and Law Additional teaching note to the e-book
More informationPackaging Replenishment as a Tool of Benefits Creation
Packaging Replenishment as a Tool of Benefits Creation LENKA BRANSKA, ZUZANA PECINOVA, HANA LOSTAKOVA Department of Economy and Management of Chemical and Food Industry, Faculty of Chemical Technology,
More informationMulti-Echelon Inventory Management for a Fresh Produce Retail Supply Chain
Multi-Echelon Inventory Management for a Fresh Produce Retail Supply Chain By Thomas Hsien and Yogeshwar D. Suryawanshi Thesis Advisor: Dr. Amanda Schmitt Summary: Chiquita, a fresh produce distributor
More informationMass Customization Marketing Strategies for China Railway Freight Transportation Service
International Journal of Marketing Studies www.ccsenet.org/ijms Mass Customization Marketing Strategies for China Railway Freight Transportation Service Yuhua Guo Bureau of Transportation, Ministry of
More informationMarketing Management Case Study of Waitrose. [Type the author name] [Pick the date]
Case Study of [Type the author name] [Pick the date] 2 Table of Contents INTRODUCTION:... 3 DEVELOPMENT AND MAINTENANCE OF STRONG BRAND IMAGE:... 3 APPLICATION OF VALUE CHAIN ANALYSIS:... 6 MARKETING RESEARCH:...
More informationFORECASTING & REPLENISHMENT
MANHATTAN ACTIVE INVENTORY FORECASTING & REPLENISHMENT MAXIMIZE YOUR RETURN ON INVENTORY ASSETS Manhattan Active Inventory allows you to finally achieve a single, holistic view of all aspects of your inventory
More informationCOLLABORATIVE MANUFACTURING
Collaborative Manufacturing Whitepaper Series COLLABORATIVE MANUFACTURING Michael McClellan President Vancouver, WA 360.833.8400 Collaboration Synergies, Inc www.cosyninc.com 1 Collaborative Manufacturing:
More informationAn Integrated Methodology for Construction BIM & ERP by Using UML Tool
An Integrated Methodology for Construction BIM & ERP by Using UML Tool Yen-Ray CHEN ab and H. Ping TSERNG b a Department of Civil Engineering, University of National Taiwan University, Taipei, Taiwan b
More informationCHAPTER 1 INTRODUCTION
1 CHAPTER 1 Supplier selection is one of the most critical activities for many companies and selection of wrong supplier could be enough to upset the company s financial and operational position. Selection
More informationEvaluating the supply chain performance of IT-based inter-enterprise collaboration
Information & Management 44 (2007) 524 534 www.elsevier.com/locate/im Evaluating the supply chain performance of IT-based inter-enterprise collaboration Mu-Chen Chen a, *, Taho Yang b, Hsin-Chia Li c a
More informationThe Importance of Internal Company Communication
The Importance of Internal Company Communication Jana Holá Summary The article brings an overview of internal communication content. It clarifies the internal communication within the context of personal,
More informationIntroduction to Supply Chain and Logistical Management
Introduction to Supply Chain and Logistical Management Dr. Muhammad Saad Memon Asst. Professor, Department of Industrial Engineering and Management What is a Supply Chain? Flow of products and services
More informationRESEARCH ON DECISION MAKING REGARDING HIGH-BUSINESS-STRATEGY CAFÉ MENU SELECTION
RESEARCH ON DECISION MAKING REGARDING HIGH-BUSINESS-STRATEGY CAFÉ MENU SELECTION Cheng-I Hou 1, Han-Chen Huang 2*, Yao-Hsu Tsai 3, Chih-Yao Lo 4 1 Department of Leisure Management, Yu Da University of
More informationCase Study of Integrated Strategy Development Model for After-Sales Service of Heavy Machinery Industrial
2015 IJSRSET Volume 1 Issue 4 Print ISSN : 2395-1990 Online ISSN : 2394-4099 Themed Section: Science Case Study of Integrated Strategy Development Model for After-Sales of Heavy Machinery Industrial Chin-Chiuan
More informationYanhong QIN 1, Guixiao XU 2
The Strategy to Strengthen the Logistics Practice of Experimental Teaching and Improve Innovation Ability- For "Distribution and Inventory Management" Course as An Example Yanhong QIN 1, Guixiao XU 2 1
More informationA Study of Key Success Factors when Applying E-commerce to the Travel Industry
International Journal of Business and Social Science Vol. 3 No. 8 [Special Issue - April 2012] A Study of Key Success Factors when Applying E-commerce to the Travel Industry Yang, Dong-Jenn Associate Professor
More informationDrive collaboration and innovation through a social enterprise
Drive collaboration and innovation through a social enterprise Fashioning success through social The right inventory at the right place at the right time. Sounds like a simple formula for success. Then
More informationMarketing Management, 4e (Winer/Dhar) Chapter 5 Organizational Buying Behavior
Marketing Management, 4e (Winer/Dhar) Chapter 5 Organizational Buying Behavior 1) When a firm markets a product or service to another organization, it is called: A) consumer marketing. B) industrial marketing.
More informationAIS Electronic Library (AISeL) Association for Information Systems. jiaxin Li School of Economics and Management, Dalian Jiao Tong University, China
Association for Information Systems AIS Electronic Library (AISeL) WHICEB 2014 Proceedings Wuhan International Conference on e-business Summer 6-1-2014 Research on Operating Mechanism of Collaborative
More informationEvaluation research of small and medium-sized enterprise informatization on big data
IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS Evaluation research of small and medium-sized enterprise informatization on big data To cite this article: Na Yang 2017 IOP Conf.
More informationEmpirical Study on the Optimization of Enterprise Organizational Model under the Logistic Model-Based Virtual Economy Conditions
Empirical Study on the Optimization of Enterprise Organizational Model under the Logistic Model-Based Virtual Economy Conditions Abstract Xueli Zhong School of economics and management, Lingnan Institute
More informationOPTIMISING YOUR FORECOURT. Your guide to maximising stock turn, addressing overage stock and driving maximum profit. Brought to you by Auto Trader.
OPTIMISING YOUR FORECOURT Your guide to maximising stock turn, addressing overage stock and driving maximum profit. Brought to you by Auto Trader. Managing an efficient forecourt For ultimate success
More informationCIRRUS LOGISTICS WHITE PAPER How to save millions on your demurrage bill
CIRRUS LOGISTICS WHITE PAPER How to save millions on your demurrage bill WHITE PAPER HOW TO SAVE MILLIONS ON YOUR DEMURRAGE BILL 01 Introduction This paper has been written to introduce an approach to
More informationFood Cold Chain Logistics Based on Internet of Things Technology
Food Cold Chain Logistics Based on Internet of Things Technology Xiao-guo Liu 1,a, Min-hua Xu 1,Chen Yu 1 1 Jilin Agricultural University, Changchun, 130118, China a liuxiaoguo@jlau.edu.cn Keywords: Internet
More informationWhite Paper. Demand Shaping. Achieving and Maintaining Optimal Supply-and-Demand Alignment
White Paper Demand Shaping Achieving and Maintaining Optimal Supply-and-Demand Alignment Contents Introduction... 1 Sense-Interpret-Respond Architecture... 2 Sales and Operations Planning... 3 Scenario
More informationEnterprise Applications and Business Communication
Enterprise Applications and Business Communication Topics Covered BDIS Section 8.2 Customer Relationship Management and Enterprise Resource Planning Customer Relationship Management (CRM) Enterprise Resource
More informationApplying Evaluate Marketing Processes Corporation Marketing Capability Maturity Model Evidence from Bursa Malaysia Market
Applying Evaluate Marketing Processes Corporation Marketing Capability Maturity Model Evidence from Bursa Malaysia Market Suseela Devi Chandran Phd Candidate, Institute of Malaysia & International Studies,
More informationInternational Journal of Advance Engineering and Research Development STUDY OF SOME PERFORMANCE MEASUREMENT INDICES OF SUPPLY CHAIN MANAGEMENT
Scientific Journal of Impact Factor (SJIF): 4.14 International Journal of Advance Engineering and Research Development Volume 3, Issue 3, March -2016 e-issn (O): 2348-4470 p-issn (P): 2348-6406 STUDY OF
More informationProfit Center Planning & Analysis
Profit Center Planning & Analysis Theory of constraints, maximizing profitability, and capacity utilization Hierarchy of Resource Consumption Unit-level resources resources consumed on activities proportionally
More informationMeasuring the Digital Supply Chain Transformation
LI & FUNG LTD. Measuring the Digital Supply Chain Transformation In conjunction with the Center for Global Enterprise, APQC is examining how best-practice organizations measure supply chain performance
More informationA Collaborative Planning, Information and Decision Support System
A Collaborative Planning, Information and Decision Support System Sobah Abbas Petersen 1, Pavan Sriram 2, John Krogstie 3, Børge Sjøbakk 1, and Ottar Bakås 1 1 SINTEF Technology and Society, Norway {Sobah.Petersen,Borge.Sjobakk,Ottar.Bakas}@sintef.no
More informationDriving effective inventory management. Five key insights can increase visibility and reduce costs, all while setting appropriate service levels
Driving effective inventory management Five key insights can increase visibility and reduce costs, all while setting appropriate service levels BY OVIAMATHI K 46 Industrial Engineer Global manufacturing
More informationOptimization of Replenishment Strategy based on Collaborative Planning Forecasting and Replenishment Hui Pang a and Shaohua Dong b, *
International Conference on Mechanical Electrical Electronic Engineering & Science (MEEES 08) Optimization of Replenishment Strategy based on Collaborative Planning Forecasting and Replenishment Hui Pang
More informationSeparation of Power in the Demand Chain
Separation of Power in the Demand Chain Who owns the Forecast for Replenishment and Why it Matters? Selecting the right forecasting and replenishment solution is one of the most important business decisions
More informationCost reductions through standardization and automation at company X. Heini Guldmyr
Cost reductions through standardization and automation at company X Heini Guldmyr November 2015 Abstract 16.11.2015 Author(s) Heini Guldmyr Degree programme Bachelor of Business Administration Report/thesis
More informationTeaching Supply Chain Operations Planning Using Actual Industry Data Across Multiple Organizations Dr. Michael S. Pepe, Siena College, USA
Teaching Supply Chain Operations Planning Using Actual Industry Data Across Multiple Organizations Dr. Michael S. Pepe, Siena College, USA ABSTRACT The purpose of this case study is to provide a pedagogical
More informationAnalysis of the Application of Statistics to Economic Management
Management Science and Engineering Vol. 10, No. 3, 2016, pp. 13-17 DOI:10.3968/8665 ISSN 1913-0341 [Print] ISSN 1913-035X [Online] www.cscanada.net www.cscanada.org Analysis of the Application of Statistics
More informationIntegrating suppliers with your online store
Integrating suppliers with your online store You've figured out your market, planned on how you'll build and run your store and what your business model is. You've registered your business and you are
More informationDemand Driven Inventory Replenishment Strategy Combining Demand Information by CUSUM in Semiconductor Industry
Demand Driven Inventory Replenishment Strategy Combining Demand Information by CUSUM in Semiconductor Industry Yung-Chia. Chang Department of Industrial Engineering and Management National Chiao Tung University,
More informationTRUST & RELATIONAL CONTRACTING
TRUST & RELATIONAL CONTRACTING EXTRACT FROM MDL PAPER ON RELATIONAL CONTRACTING 1.0 THE RELEVANCE OF TRUST IN CONTRACTING 1.1 The role of trust in building relationships is fast gaining ground in the theory
More informationSUPPLY CHAIN VS. SUPPLY CHAIN: USING SIMULATION TO COMPETE BEYOND THE FOUR WALLS. George Archibald Nejat Karabakal Paul Karlsson
Proceedings of the 1999 Winter Simulation Conference P. A. Farrington, H. B. Nembhard, D. T. Sturrock, and G. W. Evans, eds. SUPPLY CHAIN VS. SUPPLY CHAIN: USING SIMULATION TO COMPETE BEYOND THE FOUR WALLS
More informationA Practical Approach to IoT: 3 Manufacturers Explain How
A Practical Approach to IoT: 3 Manufacturers Explain How A Practical Approach to IoT: 3 Manufacturers Explain How Real-world use cases demonstrate best practices for applying IIoT and Industry 4.0 concepts
More informationContents. Chapter 1 Introduction to Logistics and Supply Chain. 1. Introduction. Learning Objectives. Dr. Vin Pheakdey
Chapter 1 Introduction to Logistics and Supply Chain Dr. Vin Pheakdey Ph.D. in Economics, France Contents 1. Introduction 2. Definitions 4. Activities of Logistics 5. Aims of Logistics 6. Importance of
More informationHow Big Data Can be Used to Guide Innovation & Business Strategy
How Big Data Can be Used to Guide Innovation & Business Strategy Presented by Al Adamsen Agile Performance LinkedIn: Al Adamsen 415-815-7297 Twitter: @aladamsen Slide 1 Slide 2 It ain't what you don't
More informationVendor Managed Inventory in Retail Industry
Vendor Managed Inventory in Retail Industry WHITE PAPER Authors: Phani Kumar & Muthu Kumar February 2003 Copyright 2003 Tata Consultancy Services. All rights reserved. No part of this document may be reproduced
More informationAnalysis of Optimized Logistics Service of 3C Agents in Taiwan Based on ABC-KMDSS
Appl. Math. Inf. Sci. 7, No. 1L, 307-312 (2013) 307 Applied Mathematics & Information Sciences An International Journal Analysis of Optimized Logistics Service of 3C Agents in Taiwan Based on ABC-KMDSS
More informationImproving Demand Planning and Inventory Management A Supply Chain Evaluation from a Distributor s Perspective
Improving Demand Planning and Inventory Management A Supply Chain Evaluation from a Distributor s Perspective Master of Science in the Supply Chain Management programme OSKAR BLOMGREN SANDRA ERIKSSON Department
More informationAI Technology for Boosting Efficiency of Logistics and Optimizing Supply Chains
FEATURED ARTICLES Global Logistics Services for Value Chain Innovation AI Technology for Boosting Efficiency of Logistics and Optimizing Supply Chains Utilizing Marketing and Demand Forecast Data The spread
More informationMcKinsey BPR Approach
McKinsey BPR Approach Kai A. Simon Viktora Institute 1General aspects Also McKinsey uses a set of basic guiding principles, or prerequisites, which must be satisfied in order to achieve reengineering success.
More informationTHE STUDY OF RETAIL INVENTORY STRATEGIES UNDER UNCERTAINTIES
International Journal of Electronic Business Management, Vol. 2, No. 2, pp. 131-139 (2004) 131 THE STUDY OF RETAIL INVENTORY STRATEGIES UNDER UNCERTAINTIES Peitsang Wu *, Nai-Chieh Wei, Zi-Po Lin and Yung-Yao
More informationThe Role of Decoupling Points in Value Chain Management
The Role of Decoupling Points in Value Chain Management Jan Olhager Abstract All supply chains are not the same. A key factor that affects the design and management of a value chain is the position of
More information