{"id":1012972,"date":"2026-03-17T14:38:45","date_gmt":"2026-03-17T17:38:45","guid":{"rendered":"https:\/\/psr.marke.com.br\/pt-br\/?post_type=analytics_post&#038;p=1012972"},"modified":"2026-04-11T10:42:44","modified_gmt":"2026-04-11T13:42:44","slug":"psr-na-pesquisa-academica","status":"publish","type":"analytics_post","link":"https:\/\/psr.marke.com.br\/pt-br\/analytics-report\/post\/psr-na-pesquisa-academica\/","title":{"rendered":"PSR na pesquisa acad\u00eamica"},"content":{"rendered":"<div class=\"vgblk-rw-wrapper limit-wrapper\">\n<h2 class=\"wp-block-heading\"><strong>Vis\u00e3o Geral<\/strong><\/h2>\n\n\n\n<p>A PSR mant\u00e9m engajamento ativo na comunidade global de pesquisa por meio de publica\u00e7\u00f5es, apresenta\u00e7\u00f5es em confer\u00eancias e projetos colaborativos. Este artigo destaca uma sele\u00e7\u00e3o de atividades acad\u00eamicas recentes e futuras que refletem o trabalho cont\u00ednuo da empresa em an\u00e1lise energ\u00e9tica, otimiza\u00e7\u00e3o e metodologias de suporte \u00e0 decis\u00e3o.<\/p>\n\n\n\n<p>No ano passado, <strong>Mario Veiga Pereira, fundador e Chief Innovation Officer da PSR<\/strong>, foi inclu\u00eddo pelo quinto ano consecutivo no <strong>ranking Stanford-Elsevier dos 2% Melhores Cientistas do Mundo<\/strong>, que identifica os pesquisadores com maior impacto cient\u00edfico global com base em m\u00e9tricas de publica\u00e7\u00e3o e cita\u00e7\u00e3o. Mais informa\u00e7\u00f5es dispon\u00edveis em https:\/\/topscinet.com\/.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Engajamentos Acad\u00eamicos Futuros<\/strong><\/h2>\n\n\n\n<p>As pr\u00f3ximas apresenta\u00e7\u00f5es ilustram a amplitude da atual agenda de pesquisa da PSR, abrangendo modelagem de incerteza, m\u00e9todos de decomposi\u00e7\u00e3o, representa\u00e7\u00e3o de s\u00e9ries temporais e planejamento da expans\u00e3o.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">XXIV Power Systems Computation Conference (PSCC) 2026<\/h3>\n\n\n\n<p>A PSR teve dois artigos aceitos para o PSCC 2026 (8\u201312 de junho), em Limassol, Chipre. A equipe da PSR apresentar\u00e1 os seguintes trabalhos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201cIntegrated Investment and Operational Planning for Sugarcane-Based Biofuels and Bioelectricity under Market Uncertainty\u201d<\/strong>, por Carolina Monteiro, Bruno Fanzeres, Rafael Kelman, Raphael Sampaio, Luana Gaspar, Lucas Bacellar, Joaquim Dias Garcia, Bruno Santos.<\/li>\n\n\n\n<li><strong>\u201cAn Efficient Hybrid Heuristic for the Transmission Expansion Planning under Uncertainties\u201d<\/strong>, por Joaquim Dias Garcia, Yure Rocha, Teobaldo Bulh\u00f5es, Anand Subramanian.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2026 SIAM Conference on Optimization (OP26)<\/h3>\n\n\n\n<p>A PSR teve um artigo aceito na 2026 SIAM Conference on Optimization (2\u20135 de junho), em Edimburgo, Reino Unido:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u201cGeneral Time Series Approximation in SDDP Using Local Markov Switching Autoregressive Models\u201d<\/strong>, por Raphael Sampaio, Guilherme Bodin, Joaquim Dias Garcia, Alexandre Street.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>Destaques Acad\u00eamicos Recentes<\/strong><\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">International Conference on Stochastic Programming (ICSP 2025)<\/h3>\n\n\n\n<p>A PSR apresentou cinco artigos na XVII International Conference on Stochastic Programming (ICSP 2025), realizada de 28 de julho a 1 de agosto em Paris, Fran\u00e7a. Em conjunto, esses trabalhos refletem a diversidade da atual agenda de pesquisa da PSR.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>&#8220;Multicut Benders Decomposition for Generation Expansion with Dynamic Probabilistic Reserves&#8221;<\/strong>, por Tiago Andrade, Alessandro Soares, Fernanda Thom\u00e9, Lucas Guerreiro, Luiz Carlos da Costa Junior. Este estudo aplica e compara a decomposi\u00e7\u00e3o de Benders single-cut e multicut a um problema de expans\u00e3o da gera\u00e7\u00e3o com alta penetra\u00e7\u00e3o renov\u00e1vel e Reserva Probabil\u00edstica Din\u00e2mica (DPR).<br><\/li>\n\n\n\n<li><strong>&#8220;Incorporation of Risk Metrics Electric System Expansion Planning and Portfolio Efficiency Analysis&#8221;<\/strong>, por Lucas Guerreiro, Alessandro Soares, Tiago Andrade. Este estudo prop\u00f5e uma metodologia para incorporar m\u00e9tricas de risco ao planejamento da expans\u00e3o de sistemas de energia por meio de um modelo de investimento e opera\u00e7\u00e3o decomposto. Por meio da constru\u00e7\u00e3o de uma fronteira eficiente, avalia os trade-offs entre custo e risco, apoiando a tomada de decis\u00e3o de longo prazo mais robusta.<br><\/li>\n\n\n\n<li><strong>&#8220;ApplicationDrivenLearning.jl: A High-Performance Library for Training Predictive Models in Decision-Making Contexts&#8221;<\/strong>, por Joaquim Dias Garcia, Giovanni Amorim, Alexandre Street. O pacote ApplicationDrivenLearning.jl em Julia oferece uma interface flex\u00edvel e m\u00e9todos de alto desempenho \u2014 incluindo formula\u00e7\u00f5es bin\u00edveis exatas e abordagens heur\u00edsticas \u2014 para tornar essa tecnologia mais acess\u00edvel.<br><\/li>\n\n\n\n<li><strong>&#8220;Comparison between different parallelization schemes in SDDP policy training&#8221;<\/strong>, por Guilherme Bodin, Joaquim Dias Garcia. Este estudo avalia diferentes estrat\u00e9gias de paraleliza\u00e7\u00e3o para melhorar o desempenho computacional do algoritmo SDDP em problemas de despacho hidrot\u00e9rmico de grande escala. Os resultados indicam que abordagens h\u00edbridas combinando paraleliza\u00e7\u00e3o baseada em cen\u00e1rios e paraleliza\u00e7\u00e3o baseada em subproblemas fornecem a solu\u00e7\u00e3o mais eficiente e robusta para sistemas de energia complexos.<br><\/li>\n\n\n\n<li><strong>&#8220;Multicyclic multistage stochastic programming using daisy chains in the electricity market&#8221;<\/strong>, por Gabriel Cunha, Bernardo Costa, Guilherme Bodin, Joaquim Dias Garcia, Gabriel Vidigal, Cleyton Santos. Este artigo analisa diferentes estrat\u00e9gias de discretiza\u00e7\u00e3o temporal para problemas de programa\u00e7\u00e3o hidrel\u00e9trica modelados com programa\u00e7\u00e3o din\u00e2mica estoc\u00e1stica. Utilizando a ferramenta de c\u00f3digo aberto IARA, explora como representa\u00e7\u00f5es discretas aproximam as din\u00e2micas cont\u00ednuas e sazonais subjacentes do sistema.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Brazilian Operations Research Society Conference (SBPO 2025)<\/h3>\n\n\n\n<p>A PSR participou do LVII SBPO (5\u20139 de outubro), em Gramado, Brasil, com uma apresenta\u00e7\u00e3o do CEO Luiz Barroso sobre <em>&#8220;The Good, the Bad and the Ugly&#8221; of Renewable Energy in Brazil and the Challenges They Pose for Operation and Planning<\/em>, al\u00e9m de tr\u00eas outros artigos com participa\u00e7\u00e3o da PSR apresentados no simp\u00f3sio:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>&#8220;The IARA Model: A Market Design Simulator for Short-Term Electricity Price Formation&#8221;<\/strong>, por Gabriel Vidigal, Gabriel Cunha, Rafael Benchimol Klausner, Guilherme Bodin, Joaquim Dias Garcia, Carolina Monteiro, Pedro Ripper, Nina Hubner e Bruno Peixoto, apresentando o software IARA desenvolvido em projeto liderado pela PSR, coordenado pela CCEE e financiado pelo Banco Mundial. (Mais informa\u00e7\u00f5es: https:\/\/iara.psr-inc.com\/)<br><\/li>\n\n\n\n<li><strong>&#8220;ApplicationDrivenLearning.jl: A High-Performance Julia Package for Training Predictive Models in Decision-Making Contexts&#8221;<\/strong>, por Giovanni Amorim, Alexandre Street e Joaquim Dias Garcia. O pacote ApplicationDrivenLearning.jl em Julia oferece uma interface flex\u00edvel e m\u00e9todos de alto desempenho \u2014 incluindo formula\u00e7\u00f5es bin\u00edveis exatas e abordagens heur\u00edsticas \u2014 para tornar essa tecnologia mais acess\u00edvel.<br><\/li>\n\n\n\n<li><strong>&#8220;Internalizing the Opportunity Costs of Integrated Operation and the Attributes of Energy Sources in Energy Auctions&#8221;<\/strong>, por Rafael Benchimol Klausner, Alexandre Street, Bernardo Costa, Luiz Barroso e Joaquim Dias Garcia. O Leil\u00e3o de Expans\u00e3o Otimizado (LEO) moderniza o planejamento da gera\u00e7\u00e3o no Brasil substituindo os leil\u00f5es tradicionais por um modelo integrado que minimiza os custos totais, garante a confiabilidade e considera as intera\u00e7\u00f5es entre tecnologias.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Brazilian Seminar on Electrical Energy Generation and Transmission (XXVIII SNPTEE 2025)<\/h3>\n\n\n\n<p>A PSR teve forte presen\u00e7a no XXVIII SNPTEE (19\u201322 de outubro), realizado em Recife, Brasil, com dez artigos apresentados por membros da equipe e participa\u00e7\u00e3o como coautores em outros dois. Mais informa\u00e7\u00f5es em: https:\/\/snptee.com.br\/.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>&#8220;Addressing curtailment: Regulatory Proposals to Improve Efficiency in The Power Sector&#8221;<\/strong>, por Thais Sobrosa, Maria Clara Valente, Maynara Aredes, Jairo Terra.<\/li>\n\n\n\n<li><strong>&#8220;Smart Meters in Brazil: Regulatory Approaches and Implementation Strategies&#8221;<\/strong>, por Maria Clara Valente, Thais Sobrosa, Angela Gomes.<\/li>\n\n\n\n<li><strong>&#8220;Regulatory and Economic Incentives for Pumped Storage Plants: An International Overview for Application in Brazil&#8221;<\/strong>, por Fernanda Thompson, Thais Sobrosa, Luiz Rodolpho Albuquerque.<\/li>\n\n\n\n<li><strong>&#8220;Regulatory Improvements for The Proper Valuation of Hydropower Plant Attributes&#8221;<\/strong>, por Thiago Cesar, Alessandra Daniel, Grazziano Motteran, Ivan Carneiro, Henrique Castro, Celso Dall&#8217;Orto, Gisella Siciliano, Fernanda Thompson.<\/li>\n\n\n\n<li><strong>&#8220;Optimization of Energy Procurement for Hybrid Wind-Photovoltaic Plant Portfolios in Brazil&#8221;<\/strong>, por Kristian Nolte, Fernanda Thompson, Bruno F\u00e2nzeres dos Santos.<\/li>\n\n\n\n<li><strong>&#8220;Implementation of a Multiterminal HVDC System in Brazil: Benefits and Results Analysis&#8221;<\/strong>, por Maynara Aredes, Andr\u00e9 Tiago Queiroz, Rodrigo Martins, Robson Dias.<\/li>\n\n\n\n<li><strong>&#8220;A new approach to Physical Guarantee Calculation through an Optimized Energy Auction&#8221;<\/strong>, por Rafael Benchimol Klausner, Alexandre Street, Bernardo Costa, Joaquim Dias Garcia, Luiz Barroso.<\/li>\n\n\n\n<li><strong>&#8220;Spatiotemporal Life Cycle Assessment of Hydropower Systems: The Case of Sinop Hydropower Plant&#8221;<\/strong>, por Vanessa Albuquerque, Flora Calili, Luiz Rodolpho Albuquerque, Rafael Kelman.<\/li>\n\n\n\n<li><strong>&#8220;The IARA Model: A Mechanism Simulator for Short-Term Electricity Price Formation&#8221;<\/strong>, por Gabriel Cunha, Nina Hubner, Joaquim Dias Garcia, Guilherme Moraes, Gabriel Vidigal, Rafael Benchimol Klausner, Carolina Monteiro, Pedro Ripper.<\/li>\n\n\n\n<li><strong>&#8220;Case Study for Methodological Validation of the Valuation of Flexibility, Reliability and Resilience Attributes in a Small-Scale System&#8221;<\/strong>, por Ana Carolina Cunha, Celso Dall&#8217;Orto, Renan Pinho.<\/li>\n\n\n\n<li><strong>&#8220;Effects of Optimism Bias in Natural Inflow Energy Projections on the Operational Planning of the Brazilian Power System&#8221;<\/strong>, por Arthur Brigatto, Joaquim Dias Garcia.<\/li>\n\n\n\n<li><strong>&#8220;ApplicationDrivenLearning.jl: A High-Performance Library for Training Predictive Models in Decision-Making Contexts&#8221;<\/strong>, por Giovanni Amorim, Joaquim Dias Garcia, Alexandre Street.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">2025 INFORMS Annual Meeting<\/h3>\n\n\n\n<p>A PSR apresentou dois artigos no 2025 INFORMS Annual Meeting (26\u201329 de outubro), na Ge\u00f3rgia, Estados Unidos.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u201cA Post Processing on Locational Marginal Costs Considering Fixed Losses on DC Optimal Power Flow\u201d<\/strong>, por Bruno Amaral, Tiago Andrade, Luiz Carlos da Costa Junior, S\u00e9rgio Granville.<\/li>\n\n\n\n<li><strong>\u201cPenalty-Free SDDP: Feasibility Cuts for Robust Multi-Stage Stochastic Optimization in Energy Planning\u201d<\/strong>, por Guilherme Freitas, Luiz Carlos da Costa Junior, Tiago Andrade, Alexandre Street.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Publica\u00e7\u00f5es e Preprints<\/strong><\/h3>\n\n\n\n<p>Al\u00e9m da participa\u00e7\u00e3o em confer\u00eancias, a atividade de pesquisa da PSR tamb\u00e9m se reflete em publica\u00e7\u00f5es em peri\u00f3dicos e preprints abordando temas como previs\u00e3o de aflu\u00eancias, avalia\u00e7\u00e3o de ciclo de vida, planejamento da expans\u00e3o e otimiza\u00e7\u00e3o estoc\u00e1stica.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Publica\u00e7\u00f5es Recentes (2025 e 2026)<\/strong><\/h3>\n\n\n\n<p>A pesquisa da PSR aparece frequentemente em importantes peri\u00f3dicos acad\u00eamicos. Alguns exemplos recentes incluem:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>&#8220;Assessing the Optimistic Bias in the Natural Inflow Forecasts: A Call for Model Monitoring in Brazil&#8221;<\/strong>. Arthur Brigatto, Alexandre Street, Cristiano Fernandes, Davi Vallad\u00e3o, Guilherme Bodin, Joaquim Dias Garcia. <em>IEEE Transactions on Energy Markets, Policy and Regulation<\/em>. 2025. Este trabalho conjunto da PSR e da PUC-Rio fornece evid\u00eancias emp\u00edricas de um vi\u00e9s otimista sistem\u00e1tico na metodologia oficial de previs\u00e3o de aflu\u00eancias do Brasil, baseada no modelo PARp-A, a partir de 14 anos de an\u00e1lise fora da amostra. https:\/\/ieeexplore.ieee.org\/document\/11079762<br><\/li>\n\n\n\n<li><strong>&#8220;Integrated Spatiotemporal Life Cycle Assessment Framework for Hydroelectric Power Generation in Brazil&#8221;<\/strong>. Vanessa Cardoso Albuquerque, Rodrigo Flora Calili, Maria Fatima Ludovico de Almeida, Rodolpho Albuquerque, Tarcisio Castro, Rafael Kelman. <em>Energies<\/em>. 2025. Este trabalho, parte da tese de Vanessa Cardoso Albuquerque, valida uma avalia\u00e7\u00e3o de ciclo de vida espa\u00e7o-temporal da usina hidrel\u00e9trica de Sinop no Brasil, combinando detalhe temporal e impactos regionalizados. https:\/\/www.mdpi.com\/1996-1073\/18\/21\/5606<br><\/li>\n\n\n\n<li><strong>&#8220;Trade-off between computation time and solution quality for integrated generation and transmission expansion planning with N-1 security criterion&#8221;<\/strong>. Lucas Y. Okamura, Carmen L.T. Borges, Gianfranco Chicco. <em>International Journal of Electrical Power &amp; Energy Systems<\/em>. 2025. O artigo prop\u00f5e abordagens alternativas para o planejamento integrado de gera\u00e7\u00e3o e transmiss\u00e3o sob o crit\u00e9rio N-1, equilibrando qualidade da solu\u00e7\u00e3o e esfor\u00e7o computacional no sistema chileno. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0142061524006690?via%3Dihub<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Preprints<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>&#8220;A General and Streamlined Differentiable Optimization Framework&#8221;<\/strong>. Andrew W. Rosemberg, Joaquim Dias Garcia, Fran\u00e7ois Pacaud, Robert B. Parker, Beno\u00eet Legat, Kaarthik Sundar, Russell Bent, Pascal Van Hentenryck. https:\/\/arxiv.org\/abs\/2510.25986<br><\/li>\n\n\n\n<li><strong>&#8220;An Efficient Hybrid Heuristic for the Transmission Expansion Planning under Uncertainties&#8221;<\/strong>. Yure Rocha, Teobaldo Bulh\u00f5es, Anand Subramanian, Joaquim Dias Garcia. https:\/\/arxiv.org\/abs\/2602.11490<br><\/li>\n\n\n\n<li><strong>&#8220;On the tightness of linear relaxations of alternative mixed integer programming formulations for the generator maintenance scheduling problem&#8221;<\/strong>. Tiago Andrade. https:\/\/arxiv.org\/abs\/2502.08855<br><\/li>\n\n\n\n<li><strong>&#8220;Penalty-Free SDDP: Feasibility Cuts for Robust Multi-Stage Stochastic Optimization in Energy Planning&#8221;<\/strong>. Guilherme Freitas, Luiz Carlos da Costa Junior, Tiago Andrade, Alexandre Street. https:\/\/arxiv.org\/abs\/2512.03739<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n<\/div><!-- .vgblk-rw-wrapper -->","protected":false},"author":1,"featured_media":1013086,"template":"","meta":{"_acf_changed":true},"report_section":[477],"class_list":["post-1012972","analytics_post","type-analytics_post","status-publish","has-post-thumbnail","hentry","report_section-innovation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PSR na pesquisa acad\u00eamica - PSR Energy<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PSR na pesquisa acad\u00eamica - PSR Energy\" \/>\n<meta property=\"og:description\" content=\"Vis\u00e3o Geral A PSR mant\u00e9m engajamento ativo na comunidade global de pesquisa por meio de publica\u00e7\u00f5es, apresenta\u00e7\u00f5es em confer\u00eancias e projetos colaborativos. 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