Evidence map›Paper›PMID 31671727›Full record

ArticleSensors (Basel, Switzerland)2019

Heat Source Forecast of Ball Screw Drive System Under Actual Working Conditions Based on On-Line Measurement of Temperature Sensors.

Zhenjun Li, Zechen Lu, Chunyu Zhao, Fangchen Liu, Ye Chen

Open access · goldAbstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.5field-weighted citation impact, top 33% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 8 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Zhenjun LiSchool of Mechanical & Automation, Northeastern University, Shenyang 110819, China. lizhenjungongzuo@163.com.ORCID 0000-0003-1180-0735
Zechen LuSchool of Mechanical & Automation, Northeastern University, Shenyang 110819, China. 1610091@stu.neu.edu.cn.
Chunyu ZhaoSchool of Mechanical & Automation, Northeastern University, Shenyang 110819, China. chyzhao@mail.neu.edu.cn.
Fangchen LiuSchool of Mechanical & Automation, Northeastern University, Shenyang 110819, China. 1870156@stu.neu.edu.cn.
Ye ChenSchool of Mechanical Engineering and Automation, Liaoning University of Technology, Jinzhou 121001, China. cymaxim@163.com.
Northeastern University · CNLiaoning University of Technology · CN

Funding

National Natural Science Foundation of China 51775094
6 · The paper itself

Abstract

In view of the time-varying complexity of the heat source for the ball screw feed system, this paper proposes an adaptive inverse problem-solving method to estimate the time-varying heat source and temperature field of the feed system under working conditions. The feed system includes multiple heat sources, and the rapid change of the moving heat source increases the difficulty of its identification. This paper attempts to develop a numerical calculation method for identifying the heat source by combining the experiment with the optimization algorithm. Firstly, based on the theory of heat transfer, a new dynamic thermal network model was proposed. The temperature data signal and the position signal of the moving nut captured by the sensors are used as input to optimize the solution of the time-varying heat source. Then, based on the data obtained from the experiment, finite element software parametric programming was used to optimize the estimate of the heat source, and the results of the two heat source prediction methods are compared and verified. The other measured temperature points obtained by the experiment were used to compare and verify the inverse method of this numerical calculation, which illustrates the reliability and advantages of the dynamic thermal network combined with the genetic algorithm for the inverse method. The method based on the on-line monitoring of temperature sensors proposed in this paper has a strong application value for heat source and temperature field estimation of complex mechanical structures.

Indexed as

ball screw drive systemdynamic thermal network modelinverse methodoptimizing prediction analysistemperature sensor

Identifiers

PMID31671727
PMCPMC6864619
OpenAlexW2981991942

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.