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Since an autonomous greenhouse is a mechatronic system, the consideration of its subsystem (e.g. heating systems) and component (e.g. actuators and sensors) interactions early in the design phase can ease the product development process. Indeed, this consideration could shorten the design process, reduce the number of redesign loops, and improve the performance of the overall mechatronic system. In the case of a greenhouse, it would lead to a higher quality of the crops and a better management of resources. In this work, the layout design of a general autonomous greenhouse is translated into an optimization problem statement while considering product-related dependencies. Then, a genetic algorithm is used to carry out the optimization of the layout design. The methodology is applied to the design of a fully autonomous greenhouse (45 cm \u00d7 30 cm \u00d7 30 cm) for the growth of plants in space. Although some objectives are conflictual, the developed algorithm proposes a compromise to obtain a near-optimal feasible layout design. The algorithm was also able to optimize the volume of components (occupied space) while considering the energy consumption and the overall mass. Their respective summed values are 2844.32 cm<jats:sup>3<\/jats:sup>, which represents 7% of the total volume, 5.86 W, and 655.8 g.<\/jats:p>","DOI":"10.1017\/s0890060420000384","type":"journal-article","created":{"date-parts":[[2020,9,21]],"date-time":"2020-09-21T07:36:31Z","timestamp":1600673791000},"page":"49-64","update-policy":"https:\/\/doi.org\/10.1017\/policypage","source":"Crossref","is-referenced-by-count":2,"title":["Evolutionary layout design synthesis of an autonomous greenhouse using product-related dependencies"],"prefix":"10.1017","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9199-8491","authenticated-orcid":false,"given":"Yann-Seing","family":"Law-Kam Cio","sequence":"first","affiliation":[]},{"given":"Yuanchao","family":"Ma","sequence":"additional","affiliation":[]},{"given":"Aurelian","family":"Vadean","sequence":"additional","affiliation":[]},{"given":"Giovanni","family":"Beltrame","sequence":"additional","affiliation":[]},{"given":"Sofiane","family":"Achiche","sequence":"additional","affiliation":[]}],"member":"56","published-online":{"date-parts":[[2020,9,21]]},"reference":[{"key":"S0890060420000384_ref52","first-page":"343","article-title":"Integration analysis of product decompositions","volume":"68","author":"Pimmler","year":"1994","journal-title":"Proceedings of the ASME Design Theory and Methodology Conference"},{"key":"S0890060420000384_ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2017.05.008"},{"key":"S0890060420000384_ref53","article-title":"Greenhouse Automation, Illumination and Expansion Study for Mars Desert Research Station","author":"Poulet","year":"2014","journal-title":"65th International Astronautical Congress"},{"key":"S0890060420000384_ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2018.03.031"},{"key":"S0890060420000384_ref63","unstructured":"Systems, T. 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