Architectural Concept for Homestay in Rural Area-A Case Study of Homestay Design in Sumbersari Village - Malang

Sufianto, Heru; Baskara, Medha; Sugiarto, Bambang; Citraningrum, Andika; Adhitama, Muhammad Satya

doi:10.1088/1755-1315/328/1/012042

Cited by 1 publication

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“…(2) whether the area of the room is within a reasonable range [53], (3) whether the bay and depth of the room meet the needs of users [54][55][56], (4) whether the room has natural lighting [57], (5) room accessibility [58], and (6) whether the adjacency of the rooms is correct (Figure 13) [59][60][61][62][63].…”

Section: Design Quality Assessmentmentioning

confidence: 99%

M-StruGAN: An Automatic 2D-Plan Generation System under Mixed Structural Constraints for Homestays

Gao

Guo

2023

Sustainability

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Existing methods for generating 2D plans based on intelligent systems usually require human-defined rules, and their operations are complex. GANs can solve these problems through independent research and learning. However, they only have generative design research based on a single constraint condition, and whether they can generate a qualified design scheme under many constraints is still unclear. Therefore, this paper develops the M-StruGAN generative model based on the structural design framework of a GAN. Its application research is extended to the 2D-plan layout generation of homestay based on the constraints of hybrid structures, and the feasibility of the method is comprehensively verified through three aspects: image synthesis quality assessment, scheme rationality assessment, and scheme design quality assessment. Experimental results show that the quality of the drawings generated by M-StruGAN is qualified, designers have a high degree of acceptance of the design results of M-StruGAN, and M-StruGAN completed the learning of the critical points of the 2D layout. Finally, through the human–computer interaction application of M-StruGAN, it can be found that compared with traditional design methods, M-StruGAN based on pix2pixHD has high-definition image quality, higher design efficiency, lower design cost, and more stable design quality.

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