Parallel Conveyor Line Flow Resistance Modeling for Pump Diagnosis
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Solution Overview
Problem
In fluid cycles with parallel-connected centrifugal pumps, the operating modes of individual pumps are largely unknown due to a lack of additional measurement technology, especially when pumps of different designs and performance are used, as existing models assume identical pumps.
Innovation Solution
A method that processes operating data by detecting the resistance and common operating behaviors of parallel-connected conveying lines, using a substitute model to determine the strand-related operating behavior, which accounts for the mutual influence of the conveying lines, allowing for analysis and diagnosis without additional measurement technology.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If additional measurement technology is installed to diagnose individual pump operating modes, then measurement precision and diagnostic capability are improved, but device complexity and cost increase
Solution Approach 1:
The system uses the existing operational data and control system of the parallel pump assembly to automatically determine individual pump operating modes without requiring additional external measurement devices. The control device processes available operating parameters (flow rate, pressure, power consumption) to self-diagnose the operating state of each pump, making the system self-sufficient for diagnostic purposes
Solution Approach 2:
The invention introduces a computational model and evaluation algorithm as an intermediary between the existing sensors and the diagnostic goal. Instead of directly measuring pump operating modes with additional sensors, the system uses mathematical models that correlate easily measurable parameters (flow distribution, power consumption) with pump operating states, serving as a virtual mediator that translates available data into diagnostic information
2Adaptability or versatility
If pumps of different designs and performances are used in parallel, then adaptability and system flexibility are improved, but the ability to accurately assess individual pump operating modes deteriorates due to lack of standardized models
Solution Approach 1:
The evaluation algorithm is designed to handle heterogeneous pump characteristics by applying local analysis to each pump individually. Instead of using a single standardized model for all pumps, the system evaluates each pump's contribution to the parallel assembly based on its specific operating parameters (individual power consumption, flow rate contribution, pressure differential), allowing accurate assessment of each pump's operating mode regardless of design differences
Solution Approach 2:
The system transforms the problem of heterogeneous pump assessment by changing the approach from model-based to parameter-based evaluation. Instead of relying on fixed pump performance models that assume identical designs, the method uses real-time operational parameters (power consumption, flow distribution, pressure differential) that naturally accommodate different pump designs and configurations, allowing the system to adapt to various pump types without requiring specific models for each
3Device complexity
If known evaluation models assuming identical pumps are used, then device complexity is reduced, but measurement precision and diagnostic accuracy deteriorate when pumps are of different designs
Solution Approach 1:
The evaluation method segments the parallel pump assembly into individual pump units for separate analysis. Instead of treating the assembly as a single homogeneous system, the algorithm divides the evaluation into discrete components, calculating each pump's individual contribution to total flow and power consumption. This segmentation allows the system to assess each pump's operating mode independently, maintaining diagnostic accuracy even when pumps have different designs and performances
Data Source
AI summary
The invention relates to a method (100) for processing operating data of a flow arrangement (2) of an apparatus (3) comprising a first conveying line (10) having a first flow resistor (11) and a second conveying line (20) having a second flow resistor (21) and being connected in parallel to the first conveying line (10) for a fluid flow (40) in the flow arrangement (2). Furthermore, the invention relates to a computer program product, and to a flow system (1).


