Tag: Predictive

Simulating Business Processes for Descriptive, Predictive, and Prescriptive Analytics


Free Download Simulating Business Processes for Descriptive, Predictive, and Prescriptive Analytics by Andrew Greasley
English | October 21, 2019 | ISBN: 1547416742 | MOBI | 12 Mb
This book outlines the benefits and limitations of simulation, what is involved in setting up a simulation capability in an organization, the steps involved in developing a simulation model and how to ensure that model results are implemented. In addition, detailed example applications are provided to show where the tool is useful and what it can offer the decision maker.

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Automotive Model Predictive Control Models, Methods and Applications


Free Download Luigi Del Re, Frank Allgöwer, Luigi Glielmo, "Automotive Model Predictive Control: Models, Methods and Applications"
English | 2010 | pages: 295 | ISBN: 1849960704 | PDF | 6,5 mb
Automotive control has developed over the decades from an auxiliary te- nology to a key element without which the actual performances, emission, safety and consumption targets could not be met. Accordingly, automotive control has been increasing its authority and responsibility – at the price of complexity and di?cult tuning. The progressive evolution has been mainly ledby speci?capplicationsandshorttermtargets,withthe consequencethat automotive control is to a very large extent more heuristic than systematic. Product requirements are still increasing and new challenges are coming from potentially huge markets like India and China, and against this ba- ground there is wide consensus both in the industry and academia that the current state is not satisfactory. Model-based control could be an approach to improve performance while reducing development and tuning times and possibly costs. Model predictive control is a kind of model-based control design approach which has experienced a growing success since the middle of the 1980s for "slow" complex plants, in particular of the chemical and process industry. In the last decades, severaldevelopments haveallowedusing these methods also for "fast"systemsandthis hassupporteda growinginterestinitsusealsofor automotive applications, with several promising results reported. Still there is no consensus on whether model predictive control with its high requi- ments on model quality and on computational power is a sensible choice for automotive control.

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XGBoost for Regression Predictive Modeling and Time Series Analysis


Free Download XGBoost for Regression Predictive Modeling and Time Series Analysis: Learn how to build, evaluate, and deploy predictive models with expert guidance by Partha Pritam DekaJoyce Weiner
English | December 13th, 2024 | ISBN: 180512305X | 308 pages | True PDF | 9.98 MB
Master the art of predictive modeling with XGBoost and gain hands-on experience in building powerful regression, classification, and time series models using the XGBoost Python API

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Predictive Maintenance Leveraging Data and Analytics for Optimal Equipment Performance


Free Download Predictive Maintenance: Leveraging Data and Analytics for Optimal Equipment Performance by May Sherry
English | September 7, 2024 | ISBN: N/A | ASIN: B0DF1B3RSC | 100 pages | EPUB | 1.31 Mb
Unlock the power of predictive maintenance with this comprehensive guide, designed for professionals and enthusiasts alike. Predictive Maintenance: Leveraging Data and Analytics for Optimal Equipment Performance delves into the cutting-edge techniques and technologies transforming how industries maintain and optimize their equipment.

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Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing


Free Download Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing (Advances in Intelligent Decision-Making, Systems Engineering, and Project Management) by Amit Kumar Tyagi, Shrikant Tiwari, Gulshan Soni
English | October 23, 2024 | ISBN: 1032769521 | 418 pages | MOBI | 15 Mb
Today, in this smart era, data analytics and artificial intelligence (AI) play an important role in predictive maintenance (PdM) within the manufacturing industry. This innovative approach aims to optimize maintenance strategies by predicting when equipment or machinery is likely to fail so that maintenance can be performed just in time to prevent costly breakdowns. This book contains up-to-date information on predictive maintenance and the latest advancements, trends, and tools required to reduce costs and save time for manufacturers and industries.

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Probability Designs Literature and Predictive Processing


Free Download Karin Kukkonen, "Probability Designs: Literature and Predictive Processing "
English | ISBN: 0190050950 | 2020 | 240 pages | PDF | 5 MB
In Probability Designs, Karin Kukkonen proposes a new perspective on the complex role of predictions and probabilities in the dynamics of literary narrative. Predictive processing, an emerging account of cognition in neuroscience, psychology, and philosophy, provides the theoretical backdrop for an investigation of how literary texts shape readers’ expectations and experience. Through deft analysis of the literary canon in a variety of cultures and languages, she constructs a comprehensive model of probability in a novel’s Descriptions, immersive appeal, and potential for reflection. Linking predictive processing to the idea that culture and cognition always develop in tandem, Kukkonen then sketches a place for literature and literary form in this exchange – a mode of exploratory thinking that takes language and writing to the next level.

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