{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T10:21:26Z","timestamp":1778149286135,"version":"3.51.4"},"reference-count":63,"publisher":"MDPI AG","issue":"10","license":[{"start":{"date-parts":[[2023,5,17]],"date-time":"2023-05-17T00:00:00Z","timestamp":1684281600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Funda\u00e7\u00e3o para a Ci\u00eancia e Tecnologia (FCT) and C-MAST (Centre for Mechanical and Aerospace Science and Technologies)","award":["UIDB\/00151\/2020"],"award-info":[{"award-number":["UIDB\/00151\/2020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Applied Sciences"],"abstract":"<jats:p>The mushroom market has seen accelerated growth in today\u2019s world. Despite advances in technology, harvesting is a more artisanal procedure. Countries such as Portugal and Brazil are not self-sufficient in mushroom production. Among the difficulties in the production of mushrooms is the question of acclimatization using temperature and relative humidity control. An experimental study was conducted. Energy analyzers were placed in the lighting, acclimatization, and water pumping system to produce 2200 kg of mushrooms in an acclimatized shed with an area of 100 m2. Energy consumptions of 48 kWh for lighting, 1575 kWh for air conditioning, and 9 kWh for pumping water were determined. A TEWI index of 0.7515 kWh\/kg of Paris-type mushroom (Agaricus bisporus) was found. With equipment using R-454 B as a refrigerant, the estimated TEWI using the proposed HVAC equipment model was 0.537 kWh\/kg, and CO2 emissions were reduced from 18,219 to 5324.81, a reduction of 70%. Thus, the proposed HVAC equipment model can potentially decrease greenhouse gas emissions and energy consumption in mushroom production, making a step towards achieving sustainability and mitigating climate change.<\/jats:p>","DOI":"10.3390\/app13106129","type":"journal-article","created":{"date-parts":[[2023,5,18]],"date-time":"2023-05-18T07:35:50Z","timestamp":1684395350000},"page":"6129","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Eco-Efficiency in Mushroom Production: A Study on HVAC Equipment to Reduce Energy Consumption and CO2 Emissions"],"prefix":"10.3390","volume":"13","author":[{"given":"Alexandre F.","family":"Santos","sequence":"first","affiliation":[{"name":"Department of Electromechanical Engineering, University of Beira Interior, Rua Marqu\u00eas d\u2019\u00c1vila e Bolama, 6201-001 Covilh\u00e3, Portugal"},{"name":"FAPRO\u2013\u2013Faculdade Profissional, Curitiba 80230-040, Brazil"},{"name":"C-MAST\u2013\u2013Centre for Mechanical and Aerospace Science and Technologies, 6201-001 Covilh\u00e3, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1691-1709","authenticated-orcid":false,"given":"Pedro D.","family":"Gaspar","sequence":"additional","affiliation":[{"name":"Department of Electromechanical Engineering, University of Beira Interior, Rua Marqu\u00eas d\u2019\u00c1vila e Bolama, 6201-001 Covilh\u00e3, Portugal"},{"name":"C-MAST\u2013\u2013Centre for Mechanical and Aerospace Science and Technologies, 6201-001 Covilh\u00e3, Portugal"}]},{"given":"Heraldo J. L.","family":"de Souza","sequence":"additional","affiliation":[{"name":"FAPRO\u2013\u2013Faculdade Profissional, Curitiba 80230-040, Brazil"}]}],"member":"1968","published-online":{"date-parts":[[2023,5,17]]},"reference":[{"key":"ref_1","unstructured":"Modern Forager (2023, January 30). Sustainable Mushroom Picking. Available online: https:\/\/www.modern-forager.com\/sustainable-mushroom-picking."},{"key":"ref_2","unstructured":"Mushroom Market (2022). Report Mushroom Market, IMARC Group."},{"key":"ref_3","unstructured":"Correio Braziliense (2023, January 30). Consumo e Produ\u00e7\u00e3o de Cogumelos No Brasil. Available online: https:\/\/www.correiobraziliense.com.br\/app\/noticia\/economia\/2018\/01\/29\/internas_economia,656318\/consumo-e-producao-de-cogumelos-no-brasil.shtml."},{"key":"ref_4","unstructured":"Machado, H., Sapata, M.M., Ramos, A.R., Barrento, M.J., Bastidas, M., Ferreira, M., Coelho, R., Banza, A., Belchior, B., and Vitorino, C. (2021). Cogumelos em Portugal, Instituto Nacional de Investiga\u00e7\u00e3o Agr\u00e1ria e Veterin\u00e1ria. Impress\u00e3o: Europress\u2014Ind\u00fastria Gr\u00e1fica Tiragem: 500 N\u00ba Dep\u00f3sito Legal: 47993\/21."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jfutfo.2022.09.001","article-title":"A review on nutritional advantages of edible mushrooms and its industrialization development situation in protein meat analogs","volume":"3","author":"Wang","year":"2023","journal-title":"J. Future Foods"},{"key":"ref_6","unstructured":"The Times (2023, January 30). Mushrooms the New Meat. Available online: https:\/\/www.thetimes.co.uk\/article\/are-mushrooms-the-new-meat-9r36366fm."},{"key":"ref_7","unstructured":"Campo e Neg\u00f3cios (2023, January 30). Producao de Cogumelos Comest\u00edveis-No-Brasil-um-Mercado-em-Ascensao. Available online: https:\/\/revistacampoenegocios.com.br\/producao-de-cogumelos-comestiveis-no-brasil-um-mercado-m-ascensao\/."},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Hamdane, S., Pires, L.C.C., Silva, P.D., and Gaspar, P.D. (2023). Evaluating the thermal performance and environmental impact of agricultural greenhouses using earth-to-air heat exchanger: An experimental study. Appl. Sci., 13.","DOI":"10.3390\/app13021119"},{"key":"ref_9","first-page":"230","article-title":"Automated Controlled Environment Mushroom House","volume":"2","author":"Ten","year":"2021","journal-title":"Adv. Agric. Food Res. J."},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Gaspar, P.D., Fernandez, C.M., Soares, V.N.G.J., Caldeira, J.M.L.P., and Silva, H. (2021). Development of technological capabilities through the Internet of Things (IoT): Survey of opportunities and barriers for IoT implementation in Portugal\u2019s agro-industry. Appl. Sci., 11.","DOI":"10.3390\/app11083454"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"e14271","DOI":"10.1111\/jfpp.14271","article-title":"Technological modernization and innovation of traditional agri-food companies based on ICT solutions\u2014The Portuguese case study","volume":"46","author":"Gaspar","year":"2022","journal-title":"J. Food Process. Preserv."},{"key":"ref_12","unstructured":"MSAE (2022). Advances in Agricultural and Food Research Journal (AAFRJ), Sociedade Malaia de Engenheiros Agr\u00edcolas e Alimentares (MSAE)."},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Jaiswal, B., and Agrawal, M. (2020). Carbon footprints of agriculture sector. Carbon Footpr., 81\u201399.","DOI":"10.1007\/978-981-13-7916-1_4"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"125668","DOI":"10.1016\/j.jclepro.2020.125668","article-title":"Life cycle assessment of a circular, urban mushroom farm","volume":"288","author":"Dorr","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"115258","DOI":"10.1016\/j.envpol.2020.115258","article-title":"Environmental impact assessment for ornamental plant greenhouse: Life cycle assessment approach for primrose production","volume":"266","author":"Salehpour","year":"2020","journal-title":"Environ. Pollut."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"118997","DOI":"10.1016\/j.jclepro.2019.118997","article-title":"Energy flow modeling and life cycle assessment of apple juice production: Recommendations for renewable energies implementation and climate change mitigation","volume":"246","author":"Khanali","year":"2020","journal-title":"J. Clean. Prod."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"116342","DOI":"10.1016\/j.apenergy.2020.116342","article-title":"Multi-objective optimization of energy use and environmental emissions for walnut production using imperialist competitive algorithm","volume":"284","author":"Khanali","year":"2021","journal-title":"Appl. Energy"},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Gaspar, J.P., Gaspar, P.D., Silva, P.D., Sim\u00f5es, M.P., and Santo, C.E. (2018). Energy life-cycle assessment of fruit products-case study of Beira Interior\u2019s Peach (Portugal). Sustainability, 10.","DOI":"10.3390\/su10103530"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"123788","DOI":"10.1016\/j.jclepro.2020.123788","article-title":"Exergoenvironmental damages assessment of horticultural crops using ReCiPe2016 and cumulative exergy demand frameworks","volume":"278","author":"Taki","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Gaspar, P.D., Godina, R., and Barrau, R. (2021). Influence of orchard cultural practices during the productive process of cherries through life cycle assessment. Processes, 9.","DOI":"10.3390\/pr9061065"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"e12847","DOI":"10.1016\/j.heliyon.2023.e12847","article-title":"Evaluation of comparative scenarios from different sites of chestnut production using life cycle assessment (LCA): Case study in the Beira Interior region of Portugal","volume":"9","author":"Pakpahan","year":"2023","journal-title":"Heliyon"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1016\/j.renene.2020.05.144","article-title":"The investigation of energy production and mushroom yield in greenhouse production based on mono photovoltaic cells effect","volume":"159","author":"Ma","year":"2020","journal-title":"Renew. Energy"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"878","DOI":"10.4028\/www.scientific.net\/AMM.590.878","article-title":"Characterization of the specific electrical energy consumption of agrifood industries in the central region of Portugal","volume":"590","author":"Gaspar","year":"2014","journal-title":"Appl. Mech. Mater."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"1880","DOI":"10.4028\/www.scientific.net\/AMM.675-677.1880","article-title":"Specific electrical energy consumption and CO2 emissions assessment of agrifood industries in the central region of Portugal","volume":"675\u2013677","author":"Silva","year":"2014","journal-title":"Appl. Mech. Mater."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"e14862","DOI":"10.1111\/jfpp.14862","article-title":"Energy consumption and efficiency measures in the Portuguese food processing industry","volume":"46","author":"Morais","year":"2022","journal-title":"J. Food Process. Preserv."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Malhi, G.S., Kaur, M., and Kaushik, P. (2021). Impact of climate change on agriculture and its mitigation strategies: A review. Sustainability, 13.","DOI":"10.3390\/su13031318"},{"key":"ref_27","unstructured":"SureHarvest (2023, January 28). The Mushroom Sustainability Story: Water, Energy, and Climate Environmental Metrics. Available online: https:\/\/www.mushroomcouncil.com\/wp-content\/uploads\/2017\/12\/Mushroom-Sustainability-Story-2017.pdf."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/j.jenvman.2015.11.037","article-title":"Efficiency assessment of wastewater treatment plants: A data envelopment analysis approach. integrating technical, economic, and environmental issues","volume":"167","author":"Castellet","year":"2016","journal-title":"J. Environ. Manag."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"123386","DOI":"10.1016\/j.jclepro.2020.123386","article-title":"A novel two-stage fuzzy stochastic model for water supply management from a water-energy nexus perspective","volume":"277","author":"Ji","year":"2020","journal-title":"J. Clean. Prod."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"14","DOI":"10.2166\/ws.2022.392","article-title":"Energy cost optimization of groundwater treatment using biochar adsorption process: An experimental approach","volume":"23","year":"2023","journal-title":"Water Supply"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"3100","DOI":"10.2166\/wcc.2022.146","article-title":"Economic performance index assessment of an industrial wastewater treatment plant in terms of the European Green Deal: Effect of greenhouse gas emissions","volume":"13","year":"2022","journal-title":"J. Water Clim. Chang."},{"key":"ref_32","unstructured":"Silva, M.M. (2011). Cultivo de Cogumelos Comest\u00edveis pela T\u00e9cnica Jun-Cao, Instituto de Ci\u00eancias Biol\u00f3gicas da Universidade Federal de Minas Gerais."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Herrero, C., Berraondo, I., Bravo, F., Pando, V., Ord\u00f3\u00f1ez, C., Olaizola, J., Mart\u00edn-Pinto, P., and Oria de Rueda, J.A. (2019). Predicting Mushroom Productivity from Long-Term Field-Data Series in Mediterranean Pinus pinaster Ait. Forests in the Context of Climate Change. Forests, 10.","DOI":"10.3390\/f10030206"},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"85","DOI":"10.26480\/fabm.02.2021.85.87","article-title":"Benefit-cost ratio analysis of pleurotus mushroom cultivation using dif-ferent substrates in campus of live sciences, Dang, Nepal","volume":"2","author":"Bhandaria","year":"2021","journal-title":"Food Agribus. Manag."},{"key":"ref_35","first-page":"241","article-title":"Buton mushroom cultivation in function of temperature","volume":"44","author":"Dias","year":"2014","journal-title":"Fitot\u00e9cnica\u2013Ci\u00eancia Rural"},{"key":"ref_36","first-page":"23","article-title":"Investigation of temperature and humidity control system for mushroom house","volume":"11","author":"Wahab","year":"2019","journal-title":"Int. J. Integr. Eng."},{"key":"ref_37","first-page":"17","article-title":"Environmental monitoring and controlling system for mushroom farm with online interface","volume":"9","author":"Marzuki","year":"2017","journal-title":"Int. J. Comput. Sci. Inf. Technol."},{"key":"ref_38","unstructured":"CAREL (2023, March 08). Cultivo de Cogumelos. Available online: https:\/\/www.carelusa.com\/environment\/-\/journal_content\/56_INSTANCE_UlkJTljut2ly\/10191\/24161."},{"key":"ref_39","unstructured":"Urben, A.F. (2017). Produ\u00e7\u00e3o de Cogumelos por Meio de Tecnologia Chinesa Modificada, Embrapa. [3rd ed.]. 274p."},{"key":"ref_40","unstructured":"(2017). Performance Rating of Unitary Air Conditioning and Air Source Heat Pump Equipment (with Addendum 1) (Standard No. AHRI Standard 210\/240-2017)."},{"key":"ref_41","unstructured":"IPCC (2014). Fifth Assessment Report, Intergovernmental Panel on Climate Change (IPCC). Available online: https:\/\/www.ipcc.ch\/report\/ar5\/syr\/."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1007\/s13201-021-01484-4","article-title":"Minimizing greenhouse gas emissions of an industrial wastewater treatment plant in terms of water\u2013energy nexus","volume":"11","author":"Demir","year":"2021","journal-title":"Appl. Water Sci."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"948","DOI":"10.1002\/ghg.1912","article-title":"Investigation of GHG emission sources and reducing GHG emissions in a municipal wastewater treatment plant","volume":"9","author":"Demir","year":"2019","journal-title":"Greenh. Gase Sci. Technol."},{"key":"ref_44","doi-asserted-by":"crossref","unstructured":"Santos, A.F., Gaspar, P.D., and de Souza, H.J.L. (2022). Evaluating the energy efficiency and environmental impact of COVID-19 vaccines coolers through new optimization indexes: Comparison between refrigeration systems using hfc or natural refrigerants. Processes, 10.","DOI":"10.3390\/pr10040790"},{"key":"ref_45","unstructured":"EPE (2023, January 30). Balan\u00e7o Energ\u00e9tico Nacional Relat\u00f3rio S\u00edntese\/Ano Base. Minist\u00e9rio de Minas e Energia\u2014MME\/Empresa de Pesquisa Ener-g\u00e9tica\u2014EPE, Available online: https:\/\/www.epe.gov.br\/sites-pt\/publicacoes-dados-abertos\/publicacoes\/PublicacoesArquivos\/publicacao-377\/topico-470\/Relat%C3%B3rio%20S%C3%ADntese%20BEN%202019%20Ano%20Base%202018.pdf."},{"key":"ref_46","unstructured":"ASHRAE (2022). ASHRAE Equipment Life Expectancy Chart, American Society of Heating, Refrigerating and Air-Conditioning Engineers Inc.. Available online: https:\/\/www.naturalhandyman.com\/iip\/infhvac\/ASHRAE_Chart_HVAC_Life_Expectancy.pdf."},{"key":"ref_47","unstructured":"IPCC (2007). Four Assessment Report, Intergovernmental Panel on Climate Change (IPCC). Available online: https:\/\/www.ipcc.ch\/site\/assets\/uploads\/2018\/05\/ar4_wg1_full_report-1.pdf."},{"key":"ref_48","unstructured":"AIRHA (2012). Best Practice Guideline: Methods of Calculating Total Equivalent Warming Impact (TEWI), The Australian Institute of Refrigeration, Air Conditioning and HeAting (AIRHA)."},{"key":"ref_49","unstructured":"Walter-Terrinoni, H. (2022). New U.S. Energy Efficiency Standards and Refrigerants for Residential ACs and Heat Pumps, Air Conditioning, Heating, and Refrigeration Institute (AHRI)."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"117930","DOI":"10.1016\/j.applthermaleng.2021.117930","article-title":"Experimental study of R452B and R454B as drop-in replacement for R410A in split heat pumps having tube-fin and microchannel heat exchangers","volume":"204","author":"Shen","year":"2022","journal-title":"Appl. Therm. Eng."},{"key":"ref_51","unstructured":"OPTEON (2023, February 28). Um Substituto de Refrigerante r-410a de Alto Desempenho e Ambientalmente Sustent\u00e1vel Para AC e Chillers. Available online: https:\/\/www.opteon.com\/en\/products\/refrigerants\/xl41."},{"key":"ref_52","unstructured":"HITACHIAIRCON (2023, January 13). Manual de Instala\u00e7\u00e3o. Available online: https:\/\/www.hitachiaircon.com\/br\/downloads\/primairy\/tecnico-3\/manual-de-instalacao-operacao-e-manutencao-primairy-hiom-cspar001-rev01-jun2021."},{"key":"ref_53","unstructured":"(2018). Seguran\u00e7a em Sistemas Frigor\u00edficos em Sistemas Frigor\u00edficos (Standard No. NBR16069 DE 04\/2018)."},{"key":"ref_54","unstructured":"Chemours Refrigerants (2023, February 13). Software Chemours Expert 1.0. Available online: https:\/\/pages.chemours.com\/cre-chemours-refrigerants-expert-software.html."},{"key":"ref_55","unstructured":"ASHRAE (2015). 2015 ASHRAE Handbook: HVAC Applications, American Society of Heating, Refrigerating and Air-Conditioning Engineers (ASHRAE). [SI ed.]."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1016\/j.jclepro.2011.12.031","article-title":"Evaluating the global warming potential of the fresh produce supply chain for strawberries, romaine\/cos lettuces (Lactuca sativa), and button mushrooms (Agaricus bisporus) in Western Australia using life cycle assessment (LCA)","volume":"28","author":"Gunady","year":"2012","journal-title":"J. Clean. Prod."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"456","DOI":"10.1007\/s11367-018-1456-6","article-title":"A life cycle assessment of Agaricus bisporus mushroom production in the USA","volume":"24","author":"Robinson","year":"2019","journal-title":"Int. J. Life Cycle Assess."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.eja.2015.09.013","article-title":"Environmental impact of Agaricus bisporus cultivation process","volume":"71","author":"Leiva","year":"2015","journal-title":"Eur. J. Agron."},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Santos, A.F., Gaspar, P.D., and de Souza, H.J.L. (2020). New HVAC Sustainability Index\u2014TWI (Total Water Impact). Energies, 13.","DOI":"10.3390\/en13071590"},{"key":"ref_60","unstructured":"EC (2021). Delivering the European Green Deal\u2014The Decisive Decade. COM\/2020\/381 Final, European Commission (EC). Available online: https:\/\/commission.europa.eu\/strategy-and-policy\/priorities-2019-2024\/european-green-deal_en."},{"key":"ref_61","unstructured":"Globo (2023, February 14). EUA Ag\u00eancia Ambiental Prop\u00f5e Regras para Reduzir Uso de Hidrofluorcarbonos. Available online: https:\/\/valor.globo.com\/mundo\/noticia\/2021\/05\/03\/eua-agencia-ambiental-propoe-regras-para-reduzir-uso-de-hidrofluorcarbonos.ghtm."},{"key":"ref_62","doi-asserted-by":"crossref","unstructured":"Hunt, D.V.L., and Shahab, Z. (2021). Sustainable water use practices: Understanding and awareness of masters level students. Sustainability, 13.","DOI":"10.3390\/su131910499"},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"1301","DOI":"10.1007\/s11356-021-15757-7","article-title":"Investigating energy costs for a wastewater treatment plant in a meat processing industry regarding water-energy nexus","volume":"29","year":"2022","journal-title":"Environ. Sci. Pollut. Res."}],"container-title":["Applied Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2076-3417\/13\/10\/6129\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T19:36:42Z","timestamp":1760125002000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2076-3417\/13\/10\/6129"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,17]]},"references-count":63,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2023,5]]}},"alternative-id":["app13106129"],"URL":"https:\/\/doi.org\/10.3390\/app13106129","relation":{},"ISSN":["2076-3417"],"issn-type":[{"value":"2076-3417","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5,17]]}}}