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Managers engage in sensitivity analysis to see which aspects of the production system prevent production to contribute even more to corporate objectives, leading to re-engineering and reevaluation of requirements. Both flavors may need to turn themselves off if unusual circumstances are detected, where human capability is necessary to resolve issues. "So Smart Manufacturing isn’t really about the Internet Industrial and Manufacturing Systems, Volume 4 (Neural Network Systems Techniques and Applications). Depending on the type of interruption and the severity of the consequences, some manufacturing systems require PLC redundancy to keep people and equipment safe. Instrumentation and manufacturing engineers need to balance the cost of redundant PLCs with the consequences of an outage. For a relatively small investment, extra control hardware and intelligent software can reduce the damage and inconvenience when a controller fails paragonvanlines.net. The values and quantities of inventory were not remotely accurate, no item numbers existed, purchasing used multiple spreadsheets to determine if there was enough inventory on hand for production schedule, inventory costs were not accurate and not up to date, unable to price jobs accurately because of lack of true costing of the inventory epub. Manufacturing Innovation Can Lead to Competitive Advantage. An obvious point is that innovation in manufacturing can lead to competitive advantage. While a company might compete equally or more effectively through high quality or innovative designs, or customer service and advertising, customers must see a substantial advantage in products or services Micromachining and Microfabrication (Proceedings of Spie).

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