Projects per year
Personal profile
Research interests
Lorena Sigüenza-Guzmán is an Associate Professor at the Computer Science Department, Faculty of Engineering, University of Cuenca (Ecuador). She holds an Engineering degree in Computer Science from the University of Cuenca, a Master’s degree in Telematics from the University of Azuay (Ecuador), and a Ph.D. in Mechanical Engineering from KU Leuven (Belgium). Her doctoral research focused on resource allocation and budgeting in libraries. She also completed a postdoctoral fellowship in "Developing Decision Support Models for Purchase Policies" at KU Leuven.
With extensive experience in academic management, she has served as General Director of Postgraduate Studies at the University of Cuenca and currently holds the distinction of being the first female Dean of the Faculty of Engineering. She is also a visiting professor at KU Leuven and teaches at the master’s and doctoral levels in programs related to Computer Science and Engineering.
Undergraduate subjects: Degree I and II. Research Methodology. Scientific Communication. Combinatorial Optimization. Introduction to Simulation. Algorithmic Strategies. Basic Computing. Professional and Regulatory Responsibility in Computer Science Engineering.
Postgraduate professor: Special Degree Unit 2019 and 2021, Master of Strategic Management of Information Technologies, Master of Engineering Sciences for Water Resources Management, Master in Industrial Management, and Master in Sustainable Development and Circular Economy. Postgraduate Subjects: Research Methodology, Degree. PhD in Applied Computer Science. Subjects: Scientific Communication, Empirical Methods in Computer Science.
Since 2008, she has actively participated as a director and team member in several national and international research projects, including the VLIR-IUC Project "Institutional Change to Strengthen Research and Education", the Erasmus+ Project "Building Capacity to Use Learning Analytics to Improve Higher Education in Latin America (LALA)", and the VLIR-TEAM Project “Enhancing the AGRi-fOod Supply chain towards Industry 5.0 (AGRO5) in the Ecuadorian Andes”.
She has authored more than 60 publications in indexed scientific journals and was recognized as one of the top 20 female researchers in Ecuador between 1973 and 2023. Her research interests include Optimization, Process Management, Industrial Sustainability, SMEs, Automation, Data Science, Learning Analytics, and Library Management. Additionally, she has been an invited speaker at international conferences and has actively collaborated with multidisciplinary teams worldwide.
Her work continues to bridge technology and education, driving innovation and fostering data-driven decision-making in academic and research environments.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Enhancing The Agri-Food Supply Chain Towards Industry 5.0 (Agro5) in the Ecuadorian Andes
Siguenza Guzman, L. C. (Director), Sucozhañay Calle, D. C. (Co-Director), Arcentales Carrion, R. N. (Researcher), Guaman Guachichullca, N. R. (Researcher), Jadan Aviles, D. C. (Researcher), Llivisaca Villazhañay, J. C. (Researcher), Vanegas Peña, P. F. (Researcher), Veintimilla Reyes, J. E. (Researcher), Zea Davila, P. R. (Researcher), DURAN POZO, D. A. (Research Technician), Merchán Piedra, D. F. (Research Technician), Torres Oviedo, M. A. (Research Technician), ARMIJOS ZEAS, T. B. (Graduate Thesis), LOVATO DUQUE, C. F. (Graduate Thesis), VASQUEZ VALENCIA, P. K. (Graduate Thesis), Sigcha Quezada, E. A. (Doctoral Fellows in R&D), Lema Chicaiza, F. R. (Research Associate), Morales Perrazo, L. A. (Research Associate), Rosero Mantilla, C. A. (Research Associate), Sanchez Rosero, C. H. (Research Associate), Tigre Ortega, F. G. (Research Associate), Tubón Núñez, E. E. (Research Associate), GORDILLO QUISHPE, M. A. (Degree Thesis), LOAYZA FERNÁNDEZ, A. O. (Degree Thesis), UREÑA SOTO, L. E. (Degree Thesis), Flores Siguenza, P. A. (Assimilated Technical Staff), Reino Cherrez, F. S. (Assimilated Technical Staff), DAVILA TAVIO, E. (Research Assistant), Giron Castro, B. S. (Research Assistant) & JIMENEZ FAICAN, J. F. (Research Assistant)
1/09/22 → 31/08/27
Project: Research
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Create: Way to the reactivation of agro-food Ecuador
PARADA AMAYA, L. J. (Research Technician), Reino Cherrez, F. S. (Research Technician), Siguenza Guzman, L. C. (Researcher Responsible for External Project), Arcentales Carrion, R. N. (Guest Researcher), Guaman Guachichullca, N. R. (Guest Researcher), Jadan Aviles, D. C. (Guest Researcher), Llivisaca Villazhañay, J. C. (Guest Researcher), Ordoñez Leon, A. L. (Assimilated Technical Staff) & Sigcha Quezada, E. A. (Assimilated Technical Staff)
1/09/23 → 30/09/25
Project: Research
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Preventing/Mitigating Water and Mudflows and Floods in Urbanized Mountainous Hydrological Catchments Through Avoidance of Deforestation of Critical Tree Covered Locations and Afforestation of Critical Tree-Les Locations Locations
Siguenza Guzman, L. C. (Director), Vanegas Peralta, P. F. (Director), Avila Ordoñez, E. M. (Co-Director), Arcentales Carrion, R. N. (Researcher), Cazorla Vanegas, N. P. (Researcher), Guaman Guachichullca, N. R. (Researcher), Jadan Aviles, D. C. (Researcher), Llivisaca Villazhañay, J. C. (Researcher), Vanegas Peña, P. F. (Researcher), Veintimilla Reyes, J. E. (Researcher), Zea Davila, P. R. (Researcher), Estrella Maldonado, R. G. (Research Technician) & Sucozhañay Calle, D. C. (Assimilated Technical Staff)
1/09/22 → 31/08/24
Project: Research
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Multi-Stakeholder and Sustainable Expansion of the Ecuadorian Transmission Power System
Torres Contreras, S. P. (Director), Astudillo Salinas, D. F. (Researcher), Siguenza Guzman, L. C. (Researcher), MACHUCA QUITO, M. A. (Graduate Thesis), MONTAÑO VIÑAN, K. Y. (Graduate Thesis), Ballari Daniela, E. (Research Associate), GAVELA GUAMAN, X. P. (Research Associate) & Jara Alvear, J. E. (Research Associate)
1/09/22 → 31/08/24
Project: Research
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Adaptive plant distribution design with circular economy approach for sustainable management of electrical and electronic devices (SAREE) of the Cuenca canton
Siguenza Guzman, L. C. (Director), Alvarez Palomeque, L. X. (Researcher), Llivisaca Villazhañay, J. C. (Researcher), Vanegas Peña, P. F. (Researcher) & Pena Ortega, M. P. (Support_Staff)
15/09/21 → 14/03/22
Project: Research
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Distribution of Facilities with a Focus on Industry 5.0: Case Study in Agro-Industries in the Ecuadorian Andes
Sánchez, S., Tigre-Ortega, F., Rosero-Mantilla, C., Sánchez, C., Tubón-Nuñez, E., Morales, L., Siguenza-Guzman, L. & Lema, F., 2026, Proceedings of the International Conference on Computer Science, Electronics and Industrial Engineering, CSEI 2024 - Volume 2: Emerging Technologies in Communication, Manufacturing, and Renewable Energy Systems. Garcia, M. V., Nuñez, C., Gordón-Gallegos, C. & Reyes, J.-P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 617-636 20 p. (Lecture Notes in Networks and Systems; vol. 1532 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Real-time photovoltaic smoothing with supercapacitors: Low-complexity supervisory selection of conventional filters
Villa-Avila, E., Ochoa-Correa, D., Arévalo-Cordero, P., Jurado, F. & Sigüenza-Guzmán, L., May 2026, In: Electric Power Systems Research. 254, 112696.Research output: Contribution to journal › Article › peer-review
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Review of the Principles of Industry 5.0. and Proposal for the Utilization of By-products of the Tea Industry
Vega, E., Tubón-Núñez, E., Tigre-Ortega, F., Siguenza-Guzman, L. & Córdova, P., 2026, Proceedings of the International Conference on Computer Science, Electronics and Industrial Engineering, CSEI 2024 - Volume 2: Emerging Technologies in Communication, Manufacturing, and Renewable Energy Systems. Garcia, M. V., Nuñez, C., Gordón-Gallegos, C. & Reyes, J.-P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 663-691 29 p. (Lecture Notes in Networks and Systems; vol. 1532 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Sustainable Optimization of Industrial Plant Layouts: A Systematic Review of Methodologies, Tools, and Indicators
Anthony Garces, L., Flores-Siguenza, P., Siguenza-Guzman, L., Maresca, P. & Guamán, R., 2026, Information Systems for Intelligent Systems - Proceedings of ISBM 2025. Ganokratanaa, T., Londhe, N. D., Joshi, A. & Kitsing, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 404-415 12 p. (Smart Innovation, Systems and Technologies; vol. 467 SIST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Implementación de la economía circular en Ecuador: Un análisis basado en casos de estudio
Sucozhañay Idrovo, G. C. (First Author), Bustamante Montesdeoca, J. M., Ullari, M. P., Sucozhañay Calle, D. C., Sigüenza Guzmán, L. C. & Vanegas Peña, P. F. (Last Author), 16 Jul 2025, In: Revista Gestão & Sustentabilidade. 7, 1, p. 1-46 46 p., e15055.Research output: Contribution to journal › Article › peer-review
Open Access
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Mentoras y Mentores PROMEMCI 2025
Argudo Serrano, J. C. (Mentor), Siguenza Guzman, L. C. (Mentor), Orellana Vintimilla, D. A. (Mentor), Granda Juca, M. F. (Mentor), Borja Ramon, P. M. (Mentor), Tubay Zambrano, F. M. (Mentor), Fajardo Dack, T. M. (Mentor), Quichimbo Miguitama, P. G. (Mentor), Lopez Alvarado, S. L. (Mentor), Cabrera Jara, N. E. (Mentor), Ortiz Segarra, J. I. (Mentor), Cordero Ahiman, O. V. (Mentor), Minchala Avila, L. I. (Mentor), Villamagua Vergara, G. C. (Consultant), Alvarez Ormeño, C. M. (Mentor), Avila Ordoñez, E. M. (Mentor), Calle Palomeque, C. E. (Mentor), Cedillo Orellana, I. P. (Mentor), Coronel Pangol, K. T. (Mentor), Galarza Lucero, D. A. (Mentor), Vega Crespo, B. J. (Mentor) & Palacios Tamayo, E. P. (Mentor)
5 May 2025 → 30 Jul 2025Activity: Mentorship
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Mentoras y Mentores PROMEMCI 2024
Argudo Serrano, J. C. (Mentor), Siguenza Guzman, L. C. (Mentor), Granda Juca, M. F. (Mentor), Borja Ramon, P. M. (Mentor), Orellana Paucar, A. M. (Mentor), Fajardo Dack, T. M. (Mentor), Celleri Alvear, R. E. (Mentor), Quichimbo Miguitama, P. G. (Mentor), Cabrera Jara, N. E. (Mentor), Bernardi Villavicencio, C. (Mentor), Vallecillo Maza, A. J. (Mentor), Ortiz Segarra, J. I. (Mentor), Cordero Ahiman, O. V. (Mentor), Minchala Avila, L. I. (Mentor), Iñamagua Uyaguari, J. P. (Mentor), Castillo Nuñez, J. E. (Mentor), Villamagua Vergara, G. C. (Mentor) & Ochoa Aviles, A. M. (Mentor)
2024Activity: Mentorship
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AGRO.ReD (External organization)
Siguenza Guzman, L. C. (Member)
2023 → 2024Activity: Membership › Membership of network
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IDEais (External organization)
Siguenza Guzman, L. C. (Member)
2023 → 2024Activity: Membership › Membership of network
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Organization for Women in Science for the Developing World (OWSD (External organization)
Siguenza Guzman, L. C. (Member)
2023 → 2024Activity: Membership › Membership of network