Chemical Engineering
软测量
Soft SensingA process-technology that uses mathematical models and available measurements to estimate process variables that are difficult or expensive to measure directly. / 一种利用数学模型和现有测量数据来估算难以或昂贵直接测量的过程变量的过程技术。
- Knowledge type
- 工艺技术
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-10-24 16:02:36
Sub-knowledge points
Data-driven soft sensingMechanistic soft sensing
Higher-order knowledge points
Main parameters and performance indicators
Model Type: Data-driven or mechanisticInput Variables: Available measurementsTarget Variable: Hard-to-measure variable
Open problems
Model drift and accuracy degradation over timeHandling of non-linear and time-varying dynamics
Related literature
ranked by community starsMulti-horizon ensemble forecasting with uncertainty quantification and soft sensing for microbial bioprocess monitoringOpen source
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1 recordsRecord title: Soft Sensing.
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