Operations Management: Forecasting and Capacity Planning

所在平台: Udemy

课程主页: https://www.udemy.com/course/forecasting-and-capacity-planning/

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这份Coursera课程《运营管理:需求预测与产能规划》旨在帮助学员理解并应对企业在应对商品或服务需求波动时所面临的挑战。课程强调了供应链管理中需求预测和产能规划的重要性,指出两者共同的目标是使企业产出与不断变化的消费者需求相匹配。 课程内容涵盖: * **供需本质**:理解供给和需求的基本概念。 * **需求趋势识别**:学习根据图表识别不同类型的需求趋势。 * **需求预测过程**:介绍需求预测的步骤,包括设定目标、选择预测项、确定时间跨度、选择模型、收集数据并进行预测,以及验证结果。 * **产能管理策略**:介绍多种产能管理策略,如“水平策略”(Level Strategy)、“追逐需求策略”(Chase Demand Strategy)和“需求管理策略”(Demand Management Strategy)。 通过学习,学员将掌握需求预测和产能管理的基本技术,从而能更好地将这些知识应用于实际工作中,使生产计划或服务能力与不断变化的客户需求保持一致。

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The course on Supply Forecasting and Capacity Planning is part of the Operations Management Training Program which includes a number of eight sections also presented as individual courses for your convenience.How can a business cope with changes in demand for its goods or services? If demand falls below supply, the storage of unsold products will cost money, or staff and equipment will be idle. But if demand exceeds supply, customers will be frustrated by unavailable products or long lines for service, and they may take their business to a competitor. Whether the business is manufacturing or service based, dealing with fluctuations in demand is a challenge for operations managers.An operations manager's objective is to fine-tune the production process so that the organization's output matches to constantly changing consumer demand. To accomplish this task, the manager needs a knowledge of demand forecasting and of strategies for managing capacity to meet ever-changing demand.Demand forecasting often uses information about past demand to identify patterns that can help predict future demand. It reduces risk and uncertainty in planning operations. The aim of capacity management is to make decisions that optimize productivity in light of actual or anticipated demand.This course addresses the basics of demand forecasting and capacity management, you'll learn:about the nature of supply and demandlearn how to identify different demand trends based on their chartsbe introduced to the steps in the demand forecasting process, andlearn about the range of capacity management strategies that are available.In order, the six steps in the demand forecasting process are: establish purpose, select items, determine time horizons, select model, gather data and make forecast, and validate results. Three strategies are Level strategy, Chase Demand strategy, and Demand Management strategyThis course will give you important foundational knowledge of the techniques of demand forecasting and capacity management. You'll become better equipped to implement them in your organization to align production schedules or service capacity to changing customer demands.That's it! Now go ahead and push that "Take this course" button, and see you on the inside!

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