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Intelligent Soft Sensors - (Hardcover) - 1 of 1

Intelligent Soft Sensors - (Hardcover)

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Highlights

  • This Special Issue deals with the field of intelligent soft sensors that enable the online estimation of nonmeasurable process variables.
  • 230 Pages
  • Medical, Pharmacology

Description



Book Synopsis



This Special Issue deals with the field of intelligent soft sensors that enable the online estimation of nonmeasurable process variables. Soft sensors or virtual sensors are common names for software algorithms in which multiple measurements are processed together. Typically, soft sensors are based on control theory and are also referred to as state observers. There may be dozens or even hundreds of measurements from hard sensors (big data). The interaction of signals can be used to compute new quantities that cannot be measured directly online or are difficult and expensive to measure. Soft sensors are particularly useful in data fusion, combining measurements of different characteristics and dynamics. They can be used for fault diagnosis (self-analysis, self-calibration, and self-maintenance) as well as for control applications. Well-known software algorithms that can be seen as soft sensors include, for example, Kalman filters. More recent implementations of soft sensors use neural networks, fuzzy logic, models based on evolving clustering, partial least squares, etc. In the digitized factories of the future, intelligent sensors represent one of the core building blocks for automating and optimizing production, as they make production more efficient in every respect.

Dimensions (Overall): 9.61 Inches (H) x 6.69 Inches (W) x .75 Inches (D)
Weight: 1.54 Pounds
Suggested Age: 22 Years and Up
Number of Pages: 230
Genre: Medical
Sub-Genre: Pharmacology
Publisher: Mdpi AG
Format: Hardcover
Language: English
Street Date: August 15, 2023
TCIN: 1010455670
UPC: 9783036585222
Item Number (DPCI): 247-16-6364
Origin: Made in the USA or Imported
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Shipping details

Estimated ship dimensions: 0.75 inches length x 6.69 inches width x 9.61 inches height
Estimated ship weight: 1.54 pounds
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Q: How many pages does this book contain?

submitted by AI Shopping Assistant - 4 days ago
  • A: The book contains a total of 230 pages, providing in-depth coverage of its subject matter.

    submitted byAI Shopping Assistant - 4 days ago
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Q: What are some applications of soft sensors mentioned?

submitted by AI Shopping Assistant - 4 days ago
  • A: Soft sensors are used for data fusion, fault diagnosis, self-analysis, self-calibration, and control applications.

    submitted byAI Shopping Assistant - 4 days ago
    Ai generated

Q: What types of algorithms are commonly used as soft sensors?

submitted by AI Shopping Assistant - 4 days ago
  • A: Common algorithms include Kalman filters, neural networks, fuzzy logic, and models based on evolving clustering.

    submitted byAI Shopping Assistant - 4 days ago
    Ai generated

Q: What is the primary focus of this book?

submitted by AI Shopping Assistant - 4 days ago
  • A: The book focuses on intelligent soft sensors for estimating nonmeasurable process variables in various applications.

    submitted byAI Shopping Assistant - 4 days ago
    Ai generated

Q: What is the significance of intelligent sensors in future factories?

submitted by AI Shopping Assistant - 4 days ago
  • A: Intelligent sensors are crucial for automating and optimizing production, enhancing efficiency in manufacturing processes.

    submitted byAI Shopping Assistant - 4 days ago
    Ai generated

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