{"product_id":"production-control-in-just-in-time-supply-chains-a-machine-learning-approach-for-the-road-construction-industry-von-sebastian-meyl","title":"Production Control in Just-in-Time Supply Chains","description":"\u003cp\u003eThe road construction industry is one which highly depends on just-in-time supply chains. The production planning and control on a building site is a complex process. In practice the planning is conducted well in advance so that the control function is limited by supervising the execution of the plan. The deviation between a predefined plan and its real-world execution is a common problem in the road construction industry. This master's thesis approaches this problem by developing a software component that executes the production planning as well as the production control ad-hoc. To build a dynamic and multifunctional system, a machine learning approach will be used for the implementation. This system will be analysed according to its usability in the real-world example of a road construction. As being a part of the cyber-physical system of the SmartSite research project, the resulting software component of this master's thesis will be executed on a real construction site.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783330510180\"\u003e\u003ch3\u003eA Machine Learning Approach for the Road Construction Industry\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783330510180","offer_id":39428575002717,"sku":"9783330510180","price":39.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/1b7d40ab-737c-4e43-99b9-cc6fc1b62c44.jpg?v=1776053517","url":"https:\/\/shop.autorenwelt.de\/en\/products\/production-control-in-just-in-time-supply-chains-a-machine-learning-approach-for-the-road-construction-industry-von-sebastian-meyl","provider":"Autorenwelt Shop","version":"1.0","type":"link"}