Cañigueral M, Burgas L, Massana Ll, Melendez J, Colomer J "Assessment of electric vehicle charging hub based on stochastic models of user profiles." Expert Systems with Applications 227 (2023): -. J. Massana; Ll. Burgas; S. Herraiz; J. Colomer; C. Pous "Multi-vector energy management system including scheduling electrolyser, electric vehicle charging station and other assets in a real scenario." Journal of Cleaner Production 380 (2022): 134996-. Robert Rusek, Joaquim Melendez Frigola, Joan Colomer Llinas "Influence of occupant presence patterns on energy consumption and its relation to comfort: a case study based on sensor and crowd-sensed data." Energy Sustainability And Society 12 (2022): -. Llorenç Burgas, Joan Colomer, Joaquim Meléndez, Francisco Ignacio Gamero, Sergio Herraiz "Integrated Unfold-PCA monitoring application for smart buildings: An AHU application example." Energies 14 (2021): 235-. Robert Rusek; Joan Colomer Llinas; Joaquim Melendez Frigola "Decision support framework for space-use efficiency and arrangement of public services." Journal of Urban Planning and Development 146 (2020): -. Robert Rusek;Joan Colomer Llinas;Joaquim Melendez Frigola "A comparison study on space-use analysis techniques and proposal of a novel method for determining space needs in public facilities." Sustainable Cities And Society 39 (2018): 326-334. Llorenç Burgas; Joaquim Melendez; Joan Colomer; Joaquim Massana; Carles Pous "N-dimensional extension of unfold-PCA for granular systems monitoring." Engineering Applications of Artificial Intelligence 71 (2018): 113-124. Massana, Joaquim; Pous, Carles; Burgas, Llorenç; Meléndez, Joaquim; Colomer, Joan "Identifying services for short-term load forecasting using data driven models in a Smart City platform." Sustainable Cities And Society 28 (2017): 108-117. Massana, Joaquim; Pous, Carles; Burgas, Llorenc; Meléndez, Joaquim; Colomer, Joan "Short-term load forecasting for non-residential buildings contrasting artificial occupancy attributes." Energy and Buildings 130 (2016): 519-531. Rusek, Robert; Marsal-Llacuna, Maria-Lluïsa; Torrent Fontbona, Ferran; Colomer Llinas, Joan "Compatibility of municipal services based on service similarity." Cities 59 (2016): 40-47. Burgas, LL.; Melendez, J.; Colomer, J.; Massana, J.; Pous,C. "Multivariate statistical monitoring of buildings. Case study:Energy monitoring of a social housing building." Energy and Buildings 103 (2015): 338-351. Massana, J.; Pous,C.; Burgas, LL.; Meléndez, J.; Colomer, J "Short-term load forecasting in a non-residential building contrasting models and attributes." Energy and Buildings 92 (2015): 322-330. Gamero Argüello, Fco. Ignacio; Meléndez i Frigola, Joaquim; Colomer Llinàs, Joan "Process diagnosis based on qualitative trend similarities using a sequence matching algorithm." Journal of Process Control 24 (2014): 1412-1424. Marsal Llacuna ML., Colomer Llinàs J., Meléndez Frigola, J. "Lessons in Urban Monitoring taken from Sustainable and Livable Cities to better address the Smart Cities Initiative: the Need for Intelligent Indexes." Technological Forecasting and Social Change (2014): -. X Berjaga, M. Coma, J Meléndez, S Puig, J Colprim and J Colomer "Granularity determination of activated sludge through on-line profiles by means of case-based reasoning." Water Science and Technology 69 (2014): 760-767. Colomer, J.; Wong, A.; M. Coma; Puig, S.; Colprim, J "Qualitative Estimation of SBR Biological Nutrient Removal Performance for Wastewater Treatment." Journal of Chemical Technology and Biotechnology 88 (2013): 1305-1313. Ruiz, M.; Sin, G.; Berjaga, X.; Colprim, J.; Puig, S.; Colomer, J. "Multivariate Principal Component Analysis and Case-Based Reasoning for monitoring, fault detection and diagnosis in a WWTP." Water Science and Technology 64 (2011): 1661-1667. Gamero, F. ; Meléndez, J. ; Colomer, J. "QSSI: A new similarity index for qualitative time series. Application to classify voltage sags.." Applied Artificial Intelligence 25 (2011): 141-162. Khosravi, A.; Meléndez, J.; Colomer, J. "Classification of sags gathered in distribution substations based on multiway principal component analysis." Electric Power Systems Research 79 (2009): 144-151. Khosravi A. ; Melendez J. ; Colomer J. ; Sánchez J. "Multiway Principal Component Analysis (MPCA) for Upstream/Downstream Classification of Voltage Sags Gathered in Distribution Substations." Advances of Computational Intelligence in Industrial Systems 116 (2008): 297-312. Villez, K.; Ruiz, M. ; Sin, G. ; Rosen, C. ; Colomer, J.; Vanrolleghem, P.A. "Combining Multiway Principal Component Analysis (MPCA) and clustering for efficient data mining of historical data sets of SBR process." Water Science and Technology 57 (2008): 1659-1666. Khosravi, A.; Meléndez, J.; Colomer Llinàs, J.; "Classification of voltage sags based on MPCA models ." Lecture Notes in Computer Science 1 (2007): 362-369. Khosravi, A.; Martínez, T.; Meléndez, J.; Colomer Llinàs, J.; Sánchez, J. "Integrating a feature selection algorithm for classification of voltage sags originated in transmission and distribution networks." Frontiers in Artificial Intelligence and Applications 163 (2007): 376-383. Llanos, D.; Staroswiecki, M.; Colomer Llinàs, J.; Meléndez, J. "Transmission Delays in Residual Computation." IEE Proceedings Control Theory and Applications 1 (2007): 1471-1476. Barta, C.; Meléndez, J.; Colomer Llinàs, J. "Off line diagnosis of ariane flights using PCA." Space Technology-Industrial and Commercial Applications 27 (2007): 99-105. Gamero, F.I.; Colomer Llinàs, J.; Meléndez, J.; Warren, P. "Predicting aerodynamic instabilities in a blast furnace." Engineering Applications of Artificial Intelligence 19 (2006): 103-111. Meléndez, J.; Herraiz, S.; Colomer Llinàs, J.; Sánchez, J.; Castro, M. "Monitorización y diagnostico de la calidad de onda : estrategias para la identificación y localización de faltas en sistemas de distribución eléctrica." Automática e instrumentación (2006): 81-87. Ruiz, M.; Colomer, J.; Meléndez, J. "Combination of Statistical Process Control (SPC) methods and classification strategies for situation assessment of batch processes." Inteligencia artificial : Revista Iberoamericana de Inteligencia Artificial 1 (2006): 97-107. Ruiz M.L., Colomer Llinàs J., Meléndez J. "Combination of Statistical Process Control (SPC) methods and classification strategies for situation assessment of batch processes." Frontiers in Artificial Intelligence and Applications (2006): 170-178. Puig, S.; Corominas, Ll.; Traore, A.; Colomer, J.; Balaguer, M.D.; Colprim, J. "An on-line optimization of a SBR cycle for carbon and nitrogen removal based on on-line pH and OUR: the role of dissolved oxygen control ." Water Science and Technology 53 (2006): 171-178. Puig, S.; Corominas, Ll.; Vives, M.T.; Balaguer, M.D.; Colprim, J.; Colomer, J. "Development and implementation of a real-time control system for nitrogen removal using OUR and ORP as endpoints." Industrial and Engineering Chemistry Research 44 (2005): 3367-3373. Meléndez, J.; Herraiz, S.; Colomer Llinàs, J. "Calidad de onda en el servicio eléctrico: causas y efectos de las perturbaciones que afectan la calidad de la electricidad." Automática e instrumentación 1 (2005): 92-98. Teran, M.F.; Colomer Llinàs, J.; Meléndez J.; Colprim J. "Supervised fuzzy control of disolved oxygen in a SBR pilot plant ." Frontiers in Artificial Intelligence and Applications 131 (2005): 281-288. Pous, C.; Colomer, J.; Meléndez, J. "Analog Circuits Diagnosis Based on Instances." IEEE Transactions on Knowledge and Data Engineering (2004): 1-35. Mora, J.; Colomer Llinàs, J.; Meléndez, J.; Gamero, F.; Warren, P. "Hybrid approach based on temporal representation and classification techniques used to determine unstable conditions in a blast furnace." CAEPIA 2003, Conferencia de la Asociación Española para la Inteligencia Artificial. Lecture Notes in Computer Science 3040 (2004): 404-414. Pous, C.; Colomer, J.; Meléndez, J.; de la Rosa, J.Ll. "Información cualitativa en el razonamiento basado en casos para el diagnóstico de circuitos analógicos." Inteligencia artificial : Revista Iberoamericana de Inteligencia Artificial 8 (2004): 121-132. Meléndez, J.; Colomer, J.; Lopez, B.; Vehi, J.; Pous, C.; Ruiz, M.L.; Mujica, L.E. "Experiences in exploiting data: Seleted problems in application domains." Tendencias de la Mineria de Datos en España. Red Española de Mineria de Datos y Aprendizaje 1 (2004): 59-70. Pous, C.; Colomer Llinàs, J.; Meléndez, J.; de la Rosa, J.Ll. "Case based reasoning as an extension of fault dictionariy method for linear electronic analog circuits diagnosis." Frontiers in Artificial Intelligence and Applications 1 (2004): 391-398. Pous, C.; Colomer Llinàs, J.; Meléndez, J. "Extending a Fault Dictionary Towards a Case Based Reasoning System for Linear Electronic Analog Circuits Diagnosis." Lecture Notes in Artificial Intelligence 3155 (2004): 748-762. Rubio, M. ; Colomer, J. ;.Colprim, J, ; Melendez, J. " Situation Assessment in SBR Wastewater Treatment Process sing Qualitative Trends." Recent Advances in Artificial Intelligence Research and development. Frontiers in Artificial Intelligence and Applications, 1 (2004): 19-26. Pous, C.; Colomer Llinàs, J.; Meléndez, J.; de la Rosa, J.Ll. "Case Base Management for Analog Circuits Diagnosis Improvement." Lecture Notes in Artificial Intelligence 2689 (2003): 437-451. Mora, J.; Colomer Llinàs, J.; Meléndez, J.; Gamero, F.I.; Warren, P. "Episode representation and fuzzy classification techniques used to predict unstable conditions in a blast furnace." Frontiers in Artificial Intelligence and Applications (2003): 387-396. Colomer, J. ; Meléndez, J. ; Pous, C. ; Torres, L. ; Ribas, J. "Flexibilitzacio de Laboratoris mitjançant la teleoperacio compartida de processos." La innovacio docent a la Universitat de Girona 1 (2003): 35-46. Llanos, D.; Cuberos, F.J.; Meléndez, J.; Gamero, F.I.; Colomer Llinàs, J.; Ortega, J.A. "Recognition of system behaviours based on temporal series similarity." Computación y sistemas: revista iberoamericana de computación 7 (2003): 1-16. Meléndez, J.; Colomer Llinàs, J. "Inteligencia artificial para la detección y el diagnóstico de fallos." Automática e instrumentación 340 (2003): 68-73. Pous, C.; Colomer Llinàs, J.; Meléndez, J.; de la Rosa, J.Ll. "Fuzzy identification for fault isolation. Application to analog circuit diagnosis." Frontiers in Artificial Intelligence and Applications 100 (2003): 409-420. Figueras, A.; Colomer Llinàs, J.; Fossen, T.; de la Rosa, J.LL. "Supervision of robot control." Lecture Notes in Computer Science Robocup-2001 1 (2002): 337-342. Melendez, J, ; De la Rosa, J Ll, ; Macaya, D, ; Colomer, J. "Case Based approach for generation of recipes in Batch process Control." Butlletí de l'ACIA ; Associació Catalana d'Intel·ligència Artificial 1 (2000): 250-254. Melendez J.;Colomer J.; de la Rosa, J.L.; and Contreras, O., "Expert diagnostic using qualitative data and rule-based inferential reasoning." Lecture Notes in Artificial Intelligence 2 (1999): 200-210. C.Pous; J.L.L. de la Rosa; J. Vehí; J. Meléndez; J. Colomer "Anàlisi de plans d'estudi amb enginyeria de sistemes." Innovació en educació (1997): 149-182. Colomer J.; Meléndez J.; and de la Rosa J. Ll "Abstracció: Una eina per obtenir informació significativa per a supervisió experta de processos." Scientia gerundensis 22 (1996): 169-183. J.Ll. de la Rosa; J. Meléndez; J. Colomer "Qualitative modelling of a partially known biotechnological process." Monografia CIMNE (1995): -.
Marc Cañigueral; Rick Wolbertus; Joaquim Meléndez "Enabling high penetration of electric vehicles using smart charging based on local and dynamic capacity limits." Applied Energy (2023): -. Pous C, Colomer J, Meléndez J. "Applying Case-Based Reasoning to Analog Electronic Circuits Diagnosis." Engineering Applications of Artificial Intelligence (2007): -. Ruiz, M.; Villez, K.; Sin, G.; Colomer, J.; Rosen, C.; Vanrrolleghem, P. "Effects of scaling and unfolding on the PCA-based monitoring of a batch process for biological nutrient removal from wastewater." AIChE Journal (2006): -. Ruiz, M.; Villez, K.; Sin, G.; Rosen, C.; Colomer, J.; Vanrrolleghem, P. "Combining multiway principal component analysis (MPCA) and LAMDA clustering for diagnosis of an SBR for nutrient removal ." Water Research (2006): -.
Ruiz M.; Colomer J.; Melendez, J. "Monitoring a Sequencing Batch Reactor for the Treatment of Wastewater by a combination of Multivariate Statistical Process Control and a Classification Technique ." Fronteriers in Statistical Quality Control 8 (2006): 263-282.