A Concept of Equivalent Load Scheme for Easy Prediction of Structural Topology When Load Position Changes Randomly

The contemporary optimal design methodologies must be aligned with actual operating conditions of the structures, like, for example, load uncertainty—a situation which often occurs in engineering problems. This paper focuses on the topology optimization of structures under loads uncertainty, a situation which often occurs in engineering problems. It is worth underlining that random load changes can significantly affect generated topologies, therefore predicting them is an important design task. In this paper, a numerical approach suited to cope with this task is proposed. It is based on the idea that while minimizing structure compliance, random load changes can be mimicked by the deterministic problem of multiple load cases. This very useful approach, however, requires hundreds of load cases to consider. To reduce the number of load cases to a few, a new concept, the Equivalent Load Scheme—ELS, is proposed. This idea, being very simple, does not require specialized software to predict the structural topology of minimal compliance for uncertain point of load application. The implementation of this idea has been tested on numerical examples, including an engineering one. The results confirmed that the presented ELS concept can be regarded as a useful alternative to the existing techniques, significantly simplifying the design process. Taking into account the effectiveness, ease of implementation, and versatility, the proposed idea stands for an original contribution to structural topology optimization, suited for the case of loads exposed to random changes, in particular, when the position of the load changes randomly.

Institutions

Publication Details

Journal
Applied Sciences
Published
2025-11-19
DOI
https://doi.org/10.3390/app152212294
Primary Topic
Topology Optimization in Engineering
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Concept of Equivalent Load Scheme for Easy Prediction of Structural Topology When Load Position Changes Randomly

Applied Sciences
Topology Optimization in Engineering
article

A Concept of Equivalent Load Scheme for Easy Prediction of Structural Topology When Load Position Changes Randomly

article en

Abstract

The contemporary optimal design methodologies must be aligned with actual operating conditions of the structures, like, for example, load uncertainty—a situation which often occurs in engineering problems. This paper focuses on the topology optimization of structures under loads uncertainty, a situation which often occurs in engineering problems. It is worth underlining that random load changes can significantly affect generated topologies, therefore predicting them is an important design task. In this paper, a numerical approach suited to cope with this task is proposed. It is based on the idea that while minimizing structure compliance, random load changes can be mimicked by the deterministic problem of multiple load cases. This very useful approach, however, requires hundreds of load cases to consider. To reduce the number of load cases to a few, a new concept, the Equivalent Load Scheme—ELS, is proposed. This idea, being very simple, does not require specialized software to predict the structural topology of minimal compliance for uncertain point of load application. The implementation of this idea has been tested on numerical examples, including an engineering one. The results confirmed that the presented ELS concept can be regarded as a useful alternative to the existing techniques, significantly simplifying the design process. Taking into account the effectiveness, ease of implementation, and versatility, the proposed idea stands for an original contribution to structural topology optimization, suited for the case of loads exposed to random changes, in particular, when the position of the load changes randomly.

Applied SciencesVol. 15(22)
Cracow University of Technology (PL)
Openalex Percentile: Top 47%
Topology Optimization in Engineering
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Concept of Equivalent Load Scheme for Easy Prediction of Structural Topology When Load Position Changes Randomly · Applied Sciences (2025) | TGRS Research Map | TGRS