Optimization of Energy Efficiency and Conservation in Green Building Design Using Duelist, Killer-Whale and Rain-Water Algorithms
The development of green building has been growing in both design and quality. The development of green building was limited by the issue of expensive investment. Actually, green building can reduce the energy usage inside the building especially in utilization of cooling system. External load plays...
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| creator | Biyanto, T R Matradji Syamsi, M N Fibrianto, H Y Afdanny, N Rahman, A H Gunawan, K S Pratama, J A D Malwindasari, A Abdillah, A I Bethiana, T N Putra, Y A |
| description | The development of green building has been growing in both design and quality. The development of green building was limited by the issue of expensive investment. Actually, green building can reduce the energy usage inside the building especially in utilization of cooling system. External load plays major role in reducing the usage of cooling system. External load is affected by type of wall sheathing, glass and roof. The proper selection of wall, type of glass and roof material are very important to reduce external load. Hence, the optimization of energy efficiency and conservation in green building design is required. Since this optimization consist of integer and non-linear equations, this problem falls into Mixed-Integer-Non-Linear-Programming (MINLP) that required global optimization technique such as stochastic optimization algorithms. In this paper the optimized variables i.e. type of glass and roof were chosen using Duelist, Killer-Whale and Rain-Water Algorithms to obtain the optimum energy and considering the minimal investment. The optimization results exhibited the single glass Planibel-G with the 3.2 mm thickness and glass wool insulation provided maximum ROI of 36.8486%, EUI reduction of 54 kWh/m2·year, CO2 emission reduction of 486.8971 tons/year and reduce investment of 4,078,905,465 IDR. |
| doi_str_mv | 10.1088/1757-899X/267/1/012036 |
| format | Article |
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The development of green building was limited by the issue of expensive investment. Actually, green building can reduce the energy usage inside the building especially in utilization of cooling system. External load plays major role in reducing the usage of cooling system. External load is affected by type of wall sheathing, glass and roof. The proper selection of wall, type of glass and roof material are very important to reduce external load. Hence, the optimization of energy efficiency and conservation in green building design is required. Since this optimization consist of integer and non-linear equations, this problem falls into Mixed-Integer-Non-Linear-Programming (MINLP) that required global optimization technique such as stochastic optimization algorithms. In this paper the optimized variables i.e. type of glass and roof were chosen using Duelist, Killer-Whale and Rain-Water Algorithms to obtain the optimum energy and considering the minimal investment. The optimization results exhibited the single glass Planibel-G with the 3.2 mm thickness and glass wool insulation provided maximum ROI of 36.8486%, EUI reduction of 54 kWh/m2·year, CO2 emission reduction of 486.8971 tons/year and reduce investment of 4,078,905,465 IDR.</description><identifier>ISSN: 1757-8981</identifier><identifier>EISSN: 1757-899X</identifier><identifier>DOI: 10.1088/1757-899X/267/1/012036</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Algorithms ; Building design ; Conservation ; Cooling systems ; Design optimization ; Duelist Algorithm ; Emissions control ; Energy consumption ; Energy efficiency ; Glass wool ; Global optimization ; Green Building ; Green buildings ; Insulation ; Killer-Whale Algorithm ; Mixed integer ; Mixed-Integer-Non-Linear-Programming ; Nonlinear equations ; Optimization techniques ; Rain ; Rain water ; Rain-Water Algorithm ; Roofing materials ; Sheathing ; Sustainable development</subject><ispartof>IOP conference series. Materials Science and Engineering, 2017-11, Vol.267 (1), p.12036</ispartof><rights>Published under licence by IOP Publishing Ltd</rights><rights>2017. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c407t-28097781ded0e23b8e52810abc69f87316d3d9ee0200332cd26f0f7dd864e84a3</citedby><cites>FETCH-LOGICAL-c407t-28097781ded0e23b8e52810abc69f87316d3d9ee0200332cd26f0f7dd864e84a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/1757-899X/267/1/012036/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>314,776,780,27901,27902,38845,38867,53815,53842</link.rule.ids></links><search><creatorcontrib>Biyanto, T R</creatorcontrib><creatorcontrib>Matradji</creatorcontrib><creatorcontrib>Syamsi, M N</creatorcontrib><creatorcontrib>Fibrianto, H Y</creatorcontrib><creatorcontrib>Afdanny, N</creatorcontrib><creatorcontrib>Rahman, A H</creatorcontrib><creatorcontrib>Gunawan, K S</creatorcontrib><creatorcontrib>Pratama, J A D</creatorcontrib><creatorcontrib>Malwindasari, A</creatorcontrib><creatorcontrib>Abdillah, A I</creatorcontrib><creatorcontrib>Bethiana, T N</creatorcontrib><creatorcontrib>Putra, Y A</creatorcontrib><title>Optimization of Energy Efficiency and Conservation in Green Building Design Using Duelist, Killer-Whale and Rain-Water Algorithms</title><title>IOP conference series. Materials Science and Engineering</title><addtitle>IOP Conf. Ser.: Mater. Sci. Eng</addtitle><description>The development of green building has been growing in both design and quality. The development of green building was limited by the issue of expensive investment. Actually, green building can reduce the energy usage inside the building especially in utilization of cooling system. External load plays major role in reducing the usage of cooling system. External load is affected by type of wall sheathing, glass and roof. The proper selection of wall, type of glass and roof material are very important to reduce external load. Hence, the optimization of energy efficiency and conservation in green building design is required. Since this optimization consist of integer and non-linear equations, this problem falls into Mixed-Integer-Non-Linear-Programming (MINLP) that required global optimization technique such as stochastic optimization algorithms. In this paper the optimized variables i.e. type of glass and roof were chosen using Duelist, Killer-Whale and Rain-Water Algorithms to obtain the optimum energy and considering the minimal investment. The optimization results exhibited the single glass Planibel-G with the 3.2 mm thickness and glass wool insulation provided maximum ROI of 36.8486%, EUI reduction of 54 kWh/m2·year, CO2 emission reduction of 486.8971 tons/year and reduce investment of 4,078,905,465 IDR.</description><subject>Algorithms</subject><subject>Building design</subject><subject>Conservation</subject><subject>Cooling systems</subject><subject>Design optimization</subject><subject>Duelist Algorithm</subject><subject>Emissions control</subject><subject>Energy consumption</subject><subject>Energy efficiency</subject><subject>Glass wool</subject><subject>Global optimization</subject><subject>Green Building</subject><subject>Green buildings</subject><subject>Insulation</subject><subject>Killer-Whale Algorithm</subject><subject>Mixed integer</subject><subject>Mixed-Integer-Non-Linear-Programming</subject><subject>Nonlinear equations</subject><subject>Optimization techniques</subject><subject>Rain</subject><subject>Rain water</subject><subject>Rain-Water Algorithm</subject><subject>Roofing materials</subject><subject>Sheathing</subject><subject>Sustainable development</subject><issn>1757-8981</issn><issn>1757-899X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>BENPR</sourceid><recordid>eNqFkE1LxDAQhoso-PkXJODFg3UnaTdJj7quH6gIfqC3EJvJGummNekK681_bteKIgieZoZ55h14kmSbwj4FKQdUDEUqi-JhwLgY0AFQBhlfSta-F8vfvaSryXqMzwBc5DmsJe9XTeum7k23rvaktmTsMUzmZGytKx36ck60N2RU-4jhtaecJycB0ZPDmauM8xNyhNFNPLmLn8MMKxfbPXLuqgpDev-kK_xMudbOp_e6xUAOqkkdXPs0jZvJitVVxK2vupHcHY9vR6fpxdXJ2ejgIi1zEG3KJBRCSGrQALLsUeKQSQr6seSFlSKj3GSmQAQGkGWsNIxbsMIYyXOUuc42kp0-twn1ywxjq57rWfDdS8WGPM-ggIJ2FO-pMtQxBrSqCW6qw1xRUAvdamFSLayqTreiqtfdHe72h65ufpIvb8a_MNUY26HsD_Sf_A8HGY_j</recordid><startdate>20171101</startdate><enddate>20171101</enddate><creator>Biyanto, T R</creator><creator>Matradji</creator><creator>Syamsi, M N</creator><creator>Fibrianto, H Y</creator><creator>Afdanny, N</creator><creator>Rahman, A H</creator><creator>Gunawan, K S</creator><creator>Pratama, J A D</creator><creator>Malwindasari, A</creator><creator>Abdillah, A I</creator><creator>Bethiana, T N</creator><creator>Putra, Y A</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>KB.</scope><scope>L6V</scope><scope>M7S</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20171101</creationdate><title>Optimization of Energy Efficiency and Conservation in Green Building Design Using Duelist, Killer-Whale and Rain-Water Algorithms</title><author>Biyanto, T R ; Matradji ; Syamsi, M N ; Fibrianto, H Y ; Afdanny, N ; Rahman, A H ; Gunawan, K S ; Pratama, J A D ; Malwindasari, A ; Abdillah, A I ; Bethiana, T N ; Putra, Y A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c407t-28097781ded0e23b8e52810abc69f87316d3d9ee0200332cd26f0f7dd864e84a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Algorithms</topic><topic>Building design</topic><topic>Conservation</topic><topic>Cooling systems</topic><topic>Design optimization</topic><topic>Duelist Algorithm</topic><topic>Emissions control</topic><topic>Energy consumption</topic><topic>Energy efficiency</topic><topic>Glass wool</topic><topic>Global optimization</topic><topic>Green Building</topic><topic>Green buildings</topic><topic>Insulation</topic><topic>Killer-Whale Algorithm</topic><topic>Mixed integer</topic><topic>Mixed-Integer-Non-Linear-Programming</topic><topic>Nonlinear equations</topic><topic>Optimization techniques</topic><topic>Rain</topic><topic>Rain water</topic><topic>Rain-Water Algorithm</topic><topic>Roofing materials</topic><topic>Sheathing</topic><topic>Sustainable development</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Biyanto, T R</creatorcontrib><creatorcontrib>Matradji</creatorcontrib><creatorcontrib>Syamsi, M N</creatorcontrib><creatorcontrib>Fibrianto, H Y</creatorcontrib><creatorcontrib>Afdanny, N</creatorcontrib><creatorcontrib>Rahman, A H</creatorcontrib><creatorcontrib>Gunawan, K S</creatorcontrib><creatorcontrib>Pratama, J A D</creatorcontrib><creatorcontrib>Malwindasari, A</creatorcontrib><creatorcontrib>Abdillah, A I</creatorcontrib><creatorcontrib>Bethiana, T N</creatorcontrib><creatorcontrib>Putra, Y A</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>Materials Science Database</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><jtitle>IOP conference series. 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Since this optimization consist of integer and non-linear equations, this problem falls into Mixed-Integer-Non-Linear-Programming (MINLP) that required global optimization technique such as stochastic optimization algorithms. In this paper the optimized variables i.e. type of glass and roof were chosen using Duelist, Killer-Whale and Rain-Water Algorithms to obtain the optimum energy and considering the minimal investment. The optimization results exhibited the single glass Planibel-G with the 3.2 mm thickness and glass wool insulation provided maximum ROI of 36.8486%, EUI reduction of 54 kWh/m2·year, CO2 emission reduction of 486.8971 tons/year and reduce investment of 4,078,905,465 IDR.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1757-899X/267/1/012036</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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| subjects | Algorithms Building design Conservation Cooling systems Design optimization Duelist Algorithm Emissions control Energy consumption Energy efficiency Glass wool Global optimization Green Building Green buildings Insulation Killer-Whale Algorithm Mixed integer Mixed-Integer-Non-Linear-Programming Nonlinear equations Optimization techniques Rain Rain water Rain-Water Algorithm Roofing materials Sheathing Sustainable development |
| title | Optimization of Energy Efficiency and Conservation in Green Building Design Using Duelist, Killer-Whale and Rain-Water Algorithms |
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