Alexandre P.
Alves da Silva, Ph.D.
Professor
Address
for Contact:
Federal University of Rio de Janeiro
Electrical Engineering
Graduate Program
PEE-COPPE/UFRJ
21941-972
BRAZIL
Phone: +55-21-2562-8621
Fax: +55-21-2562-8627
E-mail: alex@coep.ufrj.br
Name: Alexandre Pinto Alves da Silva
Date of Birth: December 15th, 1962
Citizenship: Brazilian
|
University |
Dates |
Degree |
|
Catholic University of Rio de
Janeiro |
80-84 |
B.Sc. (Electrical Engineering) |
|
Catholic University of Rio de
Janeiro |
85-87 |
M.Sc. (Electrical Engineering) |
|
University of Waterloo |
88-92 |
Ph.D. (Electrical Engineering) |
3.a
Federal University of Rio de Janeiro (UFRJ) Record
3.a1 Academic Appointments:
Full
Professor, August 22nd, 2002 – Present
3.a2 Administrative Appointments:
Department
Chairman, 2005 – 2006
Power
Systems Laboratory Director, 2002 – Present
3.b
3.b1 Academic Appointments:
Associate
Professor, 1993
Full Professor,
1994 – 2002
3.b2 Administrative Appointments:
Faculty Senator, 1994 – 2002
Professional Graduate
Program (Power Systems) Coordinator, 1998 – 1999
Intelligent Systems
Laboratory Director, 1995 – 2002
3.c Other Professional
Appointments
Visiting
Scholar,
Visiting Assistant
Professor, Catholic University of Rio de Janeiro, Brazil, 1992
Researcher,
Electric Energy Research Institute (CEPEL),
3.d
Consulting or Professional Practice
Professor Alves da Silva has been a consultant
and has developed projects and products to the following Brazilian utilities:
FURNAS, ELETROBRAS, CEMIG, ITAIPÚ Binational, PETROBRAS, ONS (Brazilian ISO), COPEL,
and LIGHT, since 1987.
Current Courses:
-
Power System Operation (graduate)
-
Pattern Recognition (graduate)
-
Evolutionary Computation (graduate)
-
Probability and Statistics (undergraduate)
Other Courses:
-
Power System Analysis (undergraduate)
-
Power System Dynamics and Control (undergraduate)
-
Computation Methods (undergraduate)
-
Automatic Control (undergraduate)
-
System Identification (undergraduate)
-
Time Series Analysis (undergraduate)
-
Intelligent System Application to Power Systems (graduate)
-
Artificial Intelligence (graduate)
5.a Research Areas
Electric Power and Energy Systems
Pattern Recognition
Neural Networks and Forecasting
Data Mining
5.b Student Research Supervision
5.b.1 Chaired Doctoral Degrees
|
|
Student Name
|
Thesis Title
|
|
1. |
J.C. Stacchini de Souza (1996) |
Data Debugging in Real-Time Supervision
of Power Systems Via Pattern Recognition Techniques |
|
2. |
C. Ferreira (1998) |
Dynamic Load Modeling Using Non-Parametric
Artificial Neural Networks |
|
3. |
A.H.F. Insfrán (1999) |
An Integrated Approach for Fault
Diagnosis in Power System Substations |
|
4. |
P.P.C. Mendes (1999) |
Artificial Neural Network Application to
Real-Time Voltage Stability Analysis |
|
5. |
H.G. Arango (2000) |
Spatial-Temporal Model of the Electric
Energy Consumer Market Based on Polycentric Urban Structure and Land Use |
|
6. |
L.S. Moulin (2002) |
Machine Learning and Feature Extraction
for Power System Transient Stability Analysis |
|
7. 8. |
P.J. Abrão (2002) |
Automatic Knowledge Acquisition Applied
to Voltage Stability Assessment |
|
8. |
A.J.R. Reis (2003) |
Electric Load Neural Forecaster Based on
Multiresolution Analysis |
|
9. |
R.M.G. Velásquez (2006) |
Input Selection to Electric Load Neural
Forecasters |
|
10. |
H.B. Menezes (2006) |
Data Diagnosis and Filtering in Electric
Power Systems |
|
11. |
S.M. Souza (2008) |
Feature Extraction for Fault Localization
on Transmission Lines |
|
12. |
A.O. Moreno (2008) |
A New Algorithm for Solving
Classification Problems |
|
13. |
V.H. Ferreira (2008) |
Autonomous Neural Models for Load
Forecasting |
|
14. |
C.M.S. Chaves (2008) |
Computational Intelligence Aid for the Restoration
of Power Systems |
5.b.2 Chaired Master Degrees
|
|
Student Name
|
Dissertation Title
|
|
1. |
R.A. da Costa Junior (1994) |
Dynamic Load Modeling |
|
2. |
A.H.F. Insfrán (1994) |
Fault Detection in Electric Power
Substations |
|
3. |
P.C. Nascimento (1995) |
Neural Networks in Real-Time Control |
|
4. |
C.F.C. Crúz (1996) |
Short-Term Load Forecasting Using Neural
Networks |
|
5. |
A. Farias Neto (1997) |
Neuro-Fuzzy Models for Dynamic Load
Representation |
|
6. |
C.I.A. Costa (1997) |
A Computational Tool for Short-Term Load
Forecasting |
|
7. |
L.S. Moulin (1998) |
Confidence Intervals for Neural Network
Based Short-Term Load Forecasting |
|
8. |
F. Rodrigues (1998) |
Telescope Pointing Error Correction Using
Neural Networks |
|
9. |
A.J.R. Reis (1999) |
Time-Series Pre-Processing for Short-Term
Load Forecasting Via Artificial Neural Networks |
|
10. |
C.H.L. Feichas (2001) |
A Hierarchical Self-Organizing Map Model for
Short-Term Load Forecasting |
|
11. |
J.G. Rodrigues Filho (2002) |
On-Line Partial Discharge Classification
in SF6 Isolated Equipment |
|
12. |
V.H. Ferreira (2005) |
Regularization Techniques for Neural
Network Models Applied to Short-Term Load Forecasting |
|
13. |
C.A.N. Santos Filho (2006) |
State Estimation Via Interior Point
Method with Inequality Constraints Adjustment |
|
14. |
G.C. Rodrigues (2007) |
Using Neural Networks for Wind
Forecasting |
|
15. |
A.F. Amêndola (2007) |
Meta-Heuristics for Optimization Applied
to Hydrothermal Coordination |
|
16. |
T.A. Souza (2008) |
Clustering Wind Time-Series for
Evaluating Wind Power Generation Availability |
5.c
Publications
5.c.1 Refereed Archival Journal Articles:
1. Alexandre P. Alves da Silva, Victor H.
Quintana, & Grantham K.H. Pang: “Solving Data Acquisition and Processing
Problems in Power Systems Using a Pattern Analysis Approach”, IEE Proceedings Part C: Generation,
Transmission and Distribution, Vol. 138, July 1991, pp. 365-376.
2. Alexandre P. Alves da Silva, Victor H.
Quintana, & Grantham K.H. Pang: “Associative Memory Models for Data
Processing”, International Journal of
Electrical Power & Energy Systems, Vol. 14, February 1992, pp. 23-32.
3. Alexandre P. Alves da Silva, Victor H.
Quintana, & Grantham K.H. Pang: “A Probabilistic Associative Memory and Its
Application to Signal Processing in Electrical Power Systems”, Engineering Applications of Artificial
Intelligence Journal, Vol. 5, No. 4, 1992, pp. 309-318.
4. Alexandre P. Alves da Silva, Victor H.
Quintana, & Grantham K.H. Pang: “A Pattern Recognition Approach for Data
Estimation and Debugging in Power Systems”, Canadian
Electrical and Computer Engineering Journal, Vol. 18, No. 1, 1993, pp.
7-15.
5.
Jacob Scharcanski, Helen C. Shen, & Alexandre P. Alves da Silva: “Colour Quantisation for Colour
Texture Analysis”, IEE Proceedings Part
E: Computers and Digital Techniques, Vol. 140, March 1993, pp. 109-114.
6.
The CIGRÉ Task Force 38-06-06 Members & Alexandre P. Alves da Silva (Invited Expert): “Artificial Neural
Networks for Power Systems - A Literature Survey”, International Journal on Engineering Intelligent Systems (CRL
Publishing Ltd), Vol. 1, No. 3, December 1993, pp. 133-158.
7. Germano Lambert Torres & Alexandre
P. Alves da Silva: “Application of Intelligent Systems to Power Engineering”,
Controle & Automação (Journal of
the Brazilian Automation Society), Vol. 5, October/November 1994, pp. 144-152
(in portuguese).
8. The CIGRÉ Task Force 38-06-06 Members & Alexandre P. Alves da Silva (Invited
Expert): “Artificial Neural Networks for Power Systems”, ELECTRA, No. 159, April 1995, pp. 76-101.
9. Alexandre P. Alves da Silva &
Victor H. Quintana: “Pattern Analysis in Power System State Estimation”, International Journal of Electrical Power
& Energy Systems, Vol. 17, No. 1, 1995, pp. 51-60.
10.
Luiz E. Borges da Silva, Germano Lambert Torres, Ernesto C. Saturno, Alexandre P. Alves da Silva, & Xuan
D. Do: “Simulation of a Neural Net Controller for Motor Drives”, Mathematics and Computers in Simulation,
Transactions of IMACS (Elsevier Science Publishers), Vol. 38, No. 4/5,
May/June 1995, pp. 311-322.
11. Alexandre P. Alves da Silva, Alfredo
H.F. Insfrán, Paulo M. da Silveira, & Germano Lambert Torres: “Neural
Networks for Fault Location in Substations”, IEEE Transactions on Power Delivery, Vol. 11, No. 1, February 1996,
pp. 234-239.
12.
Júlio C.S. Souza, Armando M. Leite da Silva, & Alexandre P. Alves da Silva: “Data Debugging for Real-Time Power
System Monitoring Based on Pattern Analysis”, IEEE Transactions on Power Systems, Vol. 11, No. 3, August 1996,
pp. 1592-1599.
13. Júlio C.S. Souza, Armando M. Leite da Silva,
& Alexandre P. Alves da Silva: “Application
of Neural Networks to Data Debugging in Power System Real-Time Supervision”, ELETROEVOLUÇÃO (CIGRÉ-Brazil), No. 7,
October 1996, pp. 59-64 (in portuguese).
14.
Germano Lambert Torres, Guilherme M. Ribeiro, Cláudio I.A. Costa, Alexandre P. Alves da Silva, &
Victor H. Quintana: “Knowledge Engineering Tool for Training Power-Substation Operators”,
IEEE Transactions on Power Delivery,
Vol. 12, No. 2, April 1997, pp. 694-699.
15. Hélio Barros Pinto, Paulo Gomes, Alexandre P. Alves da Silva, Eurico
Salgado Sobrinho, & others: “DESPRO – expert system for maintenance
schedulling”, ELETROEVOLUÇÃO (CIGRÉ-Brazil),
No. 8, May 1997, pp. 46-50 (in portuguese).
16.
Júlio C.S. Souza, Armando M. Leite da Silva, & Alexandre P. Alves da Silva: “On-Line Topology Determination and Bad
Data Supression in Power System Operation Using Artificial Neural Networks”, IEEE Transactions on Power Systems, Vol.
13, No. 3, August 1998, pp. 796-803.
17. Alexandre P. Alves da Silva, Cláudio
Ferreira, Germano Lambert Torres, & Antonio C. Zambroni de Souza: “A New Constructive
ANN and Its Application to Electric Load Representation”, IEEE Transactions on Power Systems, Vol. 12, No. 4, November 1997,
pp. 1569-1575.
18.
Júlio C.S. Souza, Armando M. Leite da Silva, & Alexandre P. Alves da Silva: “Data Visualisation and Identification
of Anomalies in Power System State Estimation Using Artificial Neural Networks”,
IEE Proceedings: Generation, Transmission
and Distribution, Vol. 144, No. 5, September 1997, pp. 445-455.
19.
Djalma M. Falcão, Alexandre P.
Alves da Silva, & others: “Intelligent Systems Applications to Power Systems
in
20.
21. Adolfo Ribeiro Jr., Oscar Kastrup Filho,
Jorge Amon Filho, Paulo Cesar Fernandez, José Joaquim S. Lopes, Artur R.
Barros, & Alexandre P. Alves da
Silva: “Automatic Specification and Operation Performance Tracking of
High-Voltage Circuit Breakers Using Expert Systems”, ELETROEVOLUÇÃO (CIGRÉ-Brazil), No. 16, June 1999, pp. 56-61 (in
portuguese).
22.
23.
Alfredo H.F. Insfrán,
24.
25.
Héctor G. Arango, Antonio C. Zambroni de Souza, Germano Lambert Torres,
&
26.
Otávio A.S. Carpinteiro &
27. Jorge L. Jardim, Carlos A. Silva Neto,
28.
29.
Luciano S. Moulin,
30.
Marcus Th. Schilling, Júlio C.S. Souza,
31.
Ioannis N. Kassabalidis, Mohamed A. El-Sharkawi, Robert J. Marks II,
Luciano S. Moulin, &
32. Alexandre P. Alves da Silva: “Tutorial
on Genetic Algorithms”, Learning and
Nonlinear Models (Journal of the Brazilian Neural Network Society), Vol. 1,
No. 1, 2002, pp. 43-58.
33.
Agnaldo J.R. Reis &
34.
Antônio C. Zambroni de Souza,
35.
Agnaldo J.R. Reis &
36. Luciano S. Moulin,
37. Otávio
A.S. Carpinteiro, Agnaldo J.R. Reis, &
38. Agnaldo
J.R. Reis & Alexandre P. Alves da
Silva: “Feature Extraction Via Multiresolution Analysis for Short-Term Load
Forecasting”, IEEE Transactions on Power
Systems, Vol. 20, No. 1, 2005, pp. 189-198.
39.
Vitor H. Ferreira & Alexandre
P. Alves da Silva: “Regularization of Short Term Load Forecasting Neural
Models”, Learning and Nonlinear Models
(Journal of the Brazilian Neural Network Society), Vol. 3, No. 1, 2005, pp.
19-26.
40. Vitor Hugo
Ferreira & Alexandre P. Alves da
Silva: “Towards Estimating Autonomous Neural Network Based Electric Load Forecasters”,
IEEE Transactions on Power Systems,
Vol. 22, No. 4, November 2007, pp. 1554-1562.
41. Alexandre P. Alves da Silva, Vitor Hugo
Ferreira, & Roberto M.G. Velásquez: “Input Space to Neural Network Based
Load Forecasters”, International Journal of
Forecasting, Vol. 24, No. 4, pp. 616-629, 2008.
42. Alexandre P. Alves da Silva, Suzana M.
Souza, & Antonio Carlos S. Lima: “Fault Localization on Transmission Lines
Using Complex-Domain Neural Networks”, submitted to the IEEE Transactions on Power Delivery.
5.c.2 Book Chapters:
1.
Helen C. Shen, David K.Y. Chiu, Clark Y.C. Bie, Jacob Scharcanski, &
Alexandre P. Alves da Silva:
"Representational Issues in Texture Analysis", in Computer Vision: Systems, Theory and
Applications, A. Basu and X. Li (Editors), World Scientific Press, 1993,
pp. 153-177, ISBN 981-02-1392-1.
2.
CIGRE Task Force 38-06-06, Alexandre
P. Alves da Silva: “Artificial neural networks for power systems: state of
the art”, in Neural Networks Applications
in Power Systems, T.S. Dillon and D. Niebur (Editors), CRL Publishing,
1996, pp. 37-110, ISBN 0-9527874-0-7.
3.
Germano Lambert Torres, Luiz E. Borges da Silva, & Alexandre P. Alves da Silva: “Fuzzy load modeling, management and
forecasting”, in Fuzzy Logic Techniques
in Power Systems, W. Mielczarsky (Editor), Springer-Verlag, 1998, pp.
277-290, ISBN 3-7908-1044-4.
4.
Germano Lambert Torres, Ronaldo Rossi, Alexandre P. Alves da Silva, José A. Jardini, & Victor H.
Quintana: “Power system security analysis based on rough classification”, in Fuzzy Sets, Rough Sets and Decision Making
Processes, S.K. Pal (Editor), Springer-Verlag, 1999, pp. 263-274, ISBN
981-4021-00-8.
5. Alexandre P. Alves da Silva &
Djalma M. Falcão: “Fundamentals of Genetic Algorithms”, Chapter
6. Alexandre P. Alves da Silva, Djalma M.
Falcão, & Kwang Y. Lee: “Overview of Applications in Power Systems”,
Chapter
7. Alexandre P. Alves da Silva & Vitor
H. Ferreira: “Short-Term Load Forecasting: from aggregated to bus demand”,
Chapter in Advances in Electric Power and
Energy, Power Systems Engineering Series, IEEE Press/Wiley, M. El-Hawary
(Editor), in press.
5.c.3 Editing of Books, Journals, and Conference
Proceedings:
1. Proceedings of the I Brazilian Conference on
Neural Networks, Itajubá, Minas Gerais, October 1994.
2.
Member of the Editorial Board of the CIGRÉ-Brazil Journal ELETROEVOLUÇÃO, 1996-2001.
3. Proceedings of the International Conference
on Intelligent System Application to Power Systems,
4. Proceedings of the V Brazilian Conference on
Neural Networks,
5. Proceedings of the 1st Workshop on
Intelligent Techniques Applied to Power Systems, São Luís, Maranhão,
September 2005.
6. Proceedings of the 1st Brazilian Symposium
on Computational Intelligence, Florianópolis, Santa Catarina, October 2007.
7.
Editor-in-Chief of the Brazilian Neural Network Society Journal – Learning and Nonlinear Models, ISSN
1676-2789, www.sbrn.org.br, 2002-2006.
8. Co-Editor of
the Automatic Control Encyclopedia (3
volumes), Edgard Blucher, 2008, ISBN 8521204108 (in portuguese).
5.c.4 Conference Proceedings:
1. Eduardo A. Leite, José E.
Gonçalves, Otto C. Rottuno Filho, & Alexandre
P. Alves da Silva: “Stochastic Post-Processing for Hydrologic Forecasting”,
Brazilian Water Resources Symposium, Rio de Janeiro, October 2008, 16 pages.
2. Alexandre F. Amêndola & Alexandre P. Alves da Silva: “Long-Term Hydrothermal Scheduling Via Meta-Heuristics”, Proceedings of the 16th Power System Computation Conference (PSCC), Glasgow, Scotland, July 2008, 6 pages.
3. Vitor H. Ferreira & Alexandre P. Alves da Silva: “Modelos
Neurais Autônomos para Previsão de Carga Elétrica”, Proceedings of the VIII
Congresso Brasileiro de Redes Neurais, Florianópolis, Outubro 2007, 6 pages (in
portuguese).
4. Suzana M. Souza, Alexandre P. Alves da Silva, & Antonio Carlos S. Lima: “Voltage and Current Patterns for Fault Location in Transmission Lines”, Proceedings of the International Joint Conference on Neural Networks (IJCNN), Orlando, USA, August 2007, 6 pages.
5. Alexandre P. Alves da Silva & Vitor H. Ferreira: “On Electric Load Forecasting and Neural Networks”, Proceedings of the 4th International Institute of Forecasters Workshop (Risk, Volatility and Forecasting in Energy and Financial Markets), Rio de Janeiro, Brazil, January 2007, 6 pages.
6. Adilson E. Xavier, Alexandre P. Alves da Silva, Raul Fonseca Neto, Alberto O. Moreno, Patrícia C. Rodrigues, & Victor S.A. Menezes: “A Support Vector Machine Problem Solving Via the Hyperbolic Smoothing Approach”, Proceedings of the XIII Conferencia Latino-Ibero-Americana de Investigación Operativa, Montevidéo, Uruguay, November 2006, 6 pages.
7. Suzana M. Souza, Alexandre P. Alves da Silva, & Antonio Carlos S. Lima: “Attribute Selection for Fault Location Recognition in Transmission Lines”, Proceedings of the IEEE PES General Meeting, Paper 06GM0470, Montreal, Canada, June 2006, 6 pages.
8. Vitor H. Ferreira & Alexandre P. Alves da Silva: “Modelo
Híbrido para Previsão Multi-Cenário de Carga a Médio Prazo”, Proceedings of the
XVI Congresso Brasileiro de Automática (CBA), Salvador, Outubro 2006, 6 pages
(in portuguese).
9. Carlos Alberto N. dos Santos
Filho, Alexandre P. Alves da Silva,
& Luiz Antonio C. Pereira: “Tratamento de Erros Paramétricos em Estimação
de Estado Através do Ajuste das Restrições de Desigualdade”, Proceedings of the
XVI Congresso Brasileiro de Automática (CBA), Salvador, Outubro 2006, 6 pages
(in portuguese).
10. Hélio B. de Menezes & Alexandre P. Alves da Silva: “Estimação
de Medidas
11. Pablo M. Ribeiro, Djalma M.
Falcão, Davi A. Garrido, Alexandre P.
Alves da Silva, & Roberto M.G. Velasquez: “Sistema Computacional para
Previsão de Demanda por Energia em Pontos de Suprimento e Subestações da
COELBA”, Proceedings of the XVII Seminário Nacional de Distribuição de Energia
Elétrica (SENDI), Belo Horizonte, Agosto 2006, 12 pages (in portuguese).
12. Suzana M. Souza, Alexandre P. Alves da Silva, &
Antonio Carlos S. Lima: “Informações Relevantes para Modelos Neurais
Localizadores de Faltas em Linhas de Transmissão”, Proceedings of the X
Simpósio de Especialistas em Planejamento da Operação e Expansão Elétrica
(SEPOPE), Florianópolis, Maio 2006, Artigo SP-077, 6 pages (in portuguese).
13. Vitor H. Ferreira & Alexandre P. Alves da Silva: “Técnicas
de Regularização de Modelos Neurais Aplicadas à Previsão de Carga a Curto
Prazo”, Proceedings of the VII Congresso Brasileiro de Redes Neurais (CBRN),
Natal, Novembro 2005, Artigo 179, 6 pages (in portuguese).
14. Vitor H. Ferreira & Alexandre P. Alves da Silva: “Complexity Control of Neural Models
for Load Forecasting”, Proceedings of the International Conference on
Intelligent System Application to Power Systems”,
15. Suzana M. Souza , Alexandre P. Alves da Silva, &
Antonio Carlos S. Lima: “Seleção de Características para Localização de Faltas
em Linhas de Transmissão”, Proceedings of the VII Simpósio Brasileiro de
Automação Inteligente (SBAI), São Luís, Setembro 2005, 6 pages (in portuguese).
16. Alexandre P. Alves da Silva: “Overcoming Limitations of NNs for On-Line DSA”, Proceedings of the IEEE PES General Meeting, Paper 0-7803-9156-X, San Francisco, USA, June 2005, 8 pages.
17.
Vitor H. Ferreira & Alexandre
P. Alves da Silva: “Controle de Complexidade de Previsores neurais na
Previsão de Carga Elétrica para o Horizonte de Curto Prazo”, Proceedings of the
XV Congresso Brasileiro de Automática (CBA), Gramado, Setembro 2004, 6 pages
(in portuguese).
18.
Agnaldo J.R. Reis &
19.
20.
Wilson F. Lage,
21. José
G. Rodrigues Filho &
22.
23.
24. Agnaldo J.R. Reis &
25.
Agnaldo J.R. Reis &
26.
Wilson F. Lage,
27.
Agnaldo J.R. Reis &
28.
Pedro J. Abrão,
29. Luciano S. Moulin,
30.
Agnaldo J.R. Reis &
31. Pedro J. Abrão,
32.
33.
34.
35.
36.
37. Eduardo B. Evangelista, André Bianco, José
Augusto Gomes, Jayme C.F. Guimarães,
38. Luciano S. Moulin,
Mohamed A. El-Sharkawi, & Robert J. Marks II, &
39.
40.
Otávio A.S. Carpinteiro,
41.
Júlio C.S. Souza, Marcus Th. Schiling,
42.
Pedro P.C. Mendes, Djalma M. Falcão, &
43.
Agnaldo J.R. Reis &
44.
Pedro P.C. Mendes, Djalma M. Falcão, &
45. Jorge L. Jardim, Carlos
A. Silva Neto,
46. Otávio A.S. Carpinteiro
&
47.
48.
Hélio B. Pinto, Eduardo B. Evangelista, Kazuo Haragushi, Armando M.
Leite da Silva,
49.
Héctor G. Arango, Germano Lambert Torres, &
50.
Pedro P.C. Mendes, Djalma M. Falcão, &
51.
52.
Walmir Marra, Wilson F. Lage, Carlos Alberto S. Miranda, Germano Lambert
Torres, Cláudio I.A. Costa, &
53. Otávio A.S. Carpinteiro
&
54.
Francisco Rodrigues &
55.
Hélder S. Carvalho, Paulo C. Nascimento,
56.
Luciano S. Moulin &
57.
Adolfo Ribeiro Jr., Oscar Kastrup Filho, Jorge Amon Filho, Paulo Cesar
Fernandez, José Joaquim S. Lopes, Artur R. Barros,
58.
Alfredo H.F. Insfrán,
59. Oscar Kastrup Filho,
Adolfo Ribeiro Jr., Jorge Amon Filho, Artur R. Barros, Germano Lambert Torres,
60.
Antônio Faria Neto, Alexandre P.
Alves da Silva, & Germano Lambert Torres: “Sistemas Neuro-Fuzzy para Modelagem
Dinâmica de Carga?”, Proceedings of the 12 Congresso Brasileiro de Automática,
Uberlândia, Setembro 1998, Vol. 4, pp. 1327-1332 (in portuguese).
61.
Pedro José Abrão, Alexandre P.
Alves da Silva, & Antônio C. Zambroni de Souza: “Utilização de Aquisição
Automática de Conhecimento no Processo de Avaliação de Segurança de Tensão”, Proceedings
of the 12 Congresso Brasileiro de Automática, Uberlândia, Setembro 1998, Vol. 6,
pp. 2155-2160 (in portuguese).
62.
Pedro P.C. Mendes, Djalma M. Falcão, & Alexandre P. Alves da Silva: “Avaliação da Estabilidade de Tensão
de Regime Permanente Através de Redes Neurais Artificiais”, Proceedings of the 12 Congresso Brasileiro de Automática,
Uberlândia, Setembro 1998, Vol. 5, pp. 1837-1842 (in portuguese).
63.
Paulo C. Nascimento, Hélder S. Carvalho, Júlio C.S. Souza, Marcus Th.
Schilling, Alexandre P. Alves da Silva,
& Milton B. do Coutto Filho: “Desempenho e Confiabilidade de Sistemas de Potência
Via Redes Neurais”, Proceedings of the 12 Congresso Brasileiro de Automática,
Uberlândia, Setembro 1998, Vol. 5, pp. 1849-1854 (in portuguese).
64.
Cláudio Ferreira, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Modelo Dinâmico de Carga MIT Agregado
com o Modelo ZIP e sua Comparação com os Modelos ZIP e Linear”, Proceedings of
the III Congresso Latino Americano de Distribuição de Energia Elétrica
(CONLADIS), São Paulo, Setembro 1998, pp. 486-490 (in portuguese).
65.
Héctor G. Arango, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Previsão Espacial de Carga Baseada na
Teoria da Economia Urbana”, Proceedings of the III Congresso Latino Americano
de Distribuição de Energia Elétrica (CONLADIS), São Paulo, Setembro 1998, pp.
276-280 (in portuguese).
66. Pedro Abrão, Alexandre P. Alves da Silva, & Antônio C. Zambroni de Souza: “Voltage Security Assessment Using Artificial Intelligence Techniques”, Proceedings of the VI Symposium of Specialists in Electric Operational and Expansion Planning, Salvador, Brazil, May 1998, Paper SP-061, 6 pages.
67. Jorge L. Jardim, Carlos Alberto S. Neto, Alexandre P. Alves da Silva, Antônio C. Zambroni de Souza, & Djalma M. Falcão: “A New On-Line Dynamic Security Assessment System”, Proceedings of the VI Symposium of Specialists in Electric Operational and Expansion Planning, Salvador, Brazil, May 1998, Paper SP-104, 6 pages.
68. Djalma M. Falcão, Alexandre P. Alves da Silva, & others: “Application of Intelligent Systems to Power Systems in Brazil”, Proceedings of the VI Symposium of Specialists in Electric Operational and Expansion Planning, Salvador, Brazil, May 1998, Paper SP-077, 6 pages.
69.
Germano Lambert Torres, Armando M. Leite da Silva, Alexandre P. Alves da Silva, & others: “Planejamento e Operação
de Sistemas de Potência sob Incertezas Via Técnicas Difusas”, Proceedings of
the VI Simpósio de Especialistas em Planejamento da Operação e Expansão
Elétrica (SEPOPE), Salvador, Maio 1998, Artigo SP-014,.9 pages (in portuguese).
70. Hélio B. Pinto, Eurico Salgado Sobrinho, Alexandre P. Alves da Silva, & others: “DESPRO – expert system for equipment maintenance analysis”, Proceedings of the VI Symposium of Specialists in Electric Operational and Expansion Planning, Salvador, Brazil, May 1998, Paper SP-086, 6 pages.
71.
Héctor G. Arango, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Erro de Previsão Espacial de Carga:
metodologias para avaliação da homogeneidade do erro e para localização de
carga marginal”, Proceedings of the III Congresso Latino-Americano: Geração e
Transmissão de Energia Elétrica, Vol. 1, Campos do Jordão, Novembro 1997, pp.
334-339 (in portuguese).
72.
Héctor G. Arango, Antônio C. Zambroni de Souza, Germano Lambert Torres,
& Alexandre P. Alves da Silva:
“Distinção entre Processos Estocásticos e de Caos Determinístico Baseados na Análise
Temporal de Carga: um exemplo com dados da CEMIG”, Proceedings of the III
Congresso Latino-Americano: Geração e Transmissão de Energia Elétrica, Vol. 1,
Campos do Jordão, Novembro 1997, pp. 340-345 (in portuguese).
73.
Alberto A. Kopiler, Hélio B. Pinto, Alexandre
P. Alves da Silva, & others: “DESPRO – sistema especialista para a
análise do desligamento programado em sistemas elétricos de potência”, Proceedings
of the III Congresso Latino-Americano: Geração e Transmissão de Energia
Elétrica, Vol. 2, Campos do Jordão, Novembro 1997, pp. 653-658 (in portuguese).
74. Germano Lambert Torres, Alexandre P. Alves da Silva, Cláudio I.A. Costa, Agostinho F. Cardoso, & Walmir Marra: “Short-Term Load Forecasting: CEMIG power industry’s approach”, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Orlando, USA, October 1997, Vol. 4, pp. 3289-3294.
75. Héctor G. Arango, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Spatial Electric Distribution Load Forecasting”, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Orlando, USA, October 1997, Vol. 4, pp. 3295-3300.
76.
Júlio C.S. Souza, Armando M. Leite da Silva, & Alexandre P. Alves da Silva: “Aplicação de Redes Neurais para a Depuração
da Base de Dados Utilizada Durante a Operação em Tempo-Real de Sistemas de Energia
Elétrica”, Proceedings of the XIV Seminário Nacional de Produção e Transmissão
de Energia Elétrica (SNPTEE), Belém, Outubro 1997, Grupo X, Artigo GOP/04, 6 pages
(in portuguese).
77. Héctor
G. Arango, Germano Lambert Torres, & Alexandre
P. Alves da Silva: “Resultados do Ajuste de Parâmetros de um Modelo de Simulação
de Desordem Espacial Empregando Recozimento Simulado”, Proceedings of the 3° Simpósio Brasileiro de Automação Inteligente,
Vitória, Setembro 1997, pp. 371-376 (in portuguese).
78. Paulo C. Nascimento &
Alexandre P. Alves da Silva: “Self Organizing
Neural Network
79. Alexandre P. Alves da Silva, Alfredo H.F. Insfrán, & Germano Lambert Torres: “Alarm Processing Based on Associative Neural Memories”, Proceedings of the International Conference on Intelligent System Application to Power Systems, Seoul, Korea, July 1997, pp. 152-156.
80. Germano Lambert Torres, Alexandre P. Alves da Silva, Victor H. Quintana, & Luiz E. Borges da Silva: “Data Mining into Control Center Database Via Rough Set Techniques”, Proceedings of the International Conference on Intelligent System Application to Power Systems, Seoul, Korea, July 1997, pp. 246-250.
81. Hélio B. Pinto, Eurico Salgado Sobrinho, Alexandre P. Alves da Silva, & others: “DESPRO – expert system for scheduled equipment maintenance analysis”, Proceedings of the International Conference on Intelligent System Application to Power Systems, Seoul, Korea, July 1997, pp. 546-552.
82.
Hélio B. Pinto, Paulo Gomes, Alexandre
P. Alves da Silva, Eurico Salgado Sobrinho, & outros: “DESPRO – um
sistema especialista para análise de desligamentos programados na operação do
sistema elétrico de potência”, Proceedings of the 7 Encontro Regional Latino-Americano da Cigré,
Puerto Iguazú, Argentina, Maio 1997, CE 38-13, 5 pages (in portuguese).
83. Hector G. Arango, Alexandre P. Alves da Silva, & Germano Lambert Torres: “Load Evolution for Power System Distribution Planning Studies: an approach using spatial disorder”, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Beijing, China, October 1996, pp. 1910-1915.
84. Germano Lambert Torres, Alexandre P. Alves da Silva, Victor H. Quintana, & Luiz E. Borges da Silva: “Classification of Power System Operation Point Using Rough Sets Techniques”, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Beijing, China, October 1996, pp. 1898-1903.
85.
Cláudio Ferreira, Alexandre P.
Alves da Silva, Antonio C. Zambroni de Souza, Germano Lambert Torres, &
Rodolfo S. Cabral: “Uma Nova Rede Neural Plástica Aplicada à Modelagem Dinâmica
de Cargas Elétricas”, Proceedings of the 11 Congresso Brasileiro de Automática, São Paulo,
Setembro 1996, Vol. 3, pp. 1597-1602 (in portuguese).
86.
Júlio C.S. Souza, Armando M. Leite da Silva, & Alexandre P. Alves da Silva: “Depuração de Dados na Supervisão em Tempo-Real
de Sistemas de Potência Via Técnicas de Reconhecimento de Padrões”, Proceedings
of the 11 Congresso Brasileiro de Automática, São Paulo, Setembro 1996, Vol. 1,
pp. 519-524 (in portuguese).
87.
Germano Lambert Torres, Luiz E. Borges da Silva, Sandro G. Brito, Alexandre P. Alves da Silva, &
Victor Hugo Quintana: “Um Laboratório para o Ensino da Lógica Difusa”, Proceedings
of the 11 Congresso Brasileiro de Automática, São Paulo, Setembro 1996, Vol. 2,
pp. 869-874 (in portuguese).
88. Júlio C.S. Souza, Armando M. Leite da Silva, & Alexandre P. Alves da Silva: “Information Debugging in Forecasting-Aided State Estimation Using a Pattern Analysis Approach”, Proceedings of the 12th Power Systems Computation Conference, Dresden, Germany, August 1996, Vol. 2, pp. 1214-1220.
89. Hector G. Arango, Alexandre P. Alves da Silva, Germano Lambert Torres, & Victor H. Quintana: “Spatial-Temporal Disorder Applied to Load Evolution in Power System Distribution Planning Studies”, Proceedings of the Canadian Conference on Electrical and Computer Engineering, Calgary, Canada, July 1996.
90. Germano Lambert Torres, Alexandre P. Alves da Silva, Victor H. Quintana, & Luiz E. Borges da Silva: “Knowledge-Base Reduction Based on Rough Set Techniques”, Proceedings of the Canadian Conference on Electrical and Computer Engineering, Calgary, Canada, May 1996.
91. Germano Lambert Torres, Victor H. Quintana, Luiz E. Borges da Silva, & Alexandre P. Alves da Silva: “A Fuzzy Control Lab for Educational Purposes”, Proceedings of the Canadian Conference on Engineering Education, Kingston, Canada, June 1996.
92.
Marcus Th. Schilling, Alexandre
P. Alves da Silva, & others: “Problemas e Estratégias Emergentes em Sistemas
de Potência”, Proceedings of the V Seminário de Especialistas em Planejamento
da Operação e Planejamento da Expansão (SEPOPE), Recife, Maio 1996, Vol. III,
pp. 1001-1014 (in portuguese).
93. Cláudio Ferreira, Alexandre P. Alves da Silva, & Germano Lambert Torres: “Dynamic Load Modeling Using Artificial Neural Networks”, Proceedings of the V Symposium of Specialists in Electric Operational and Expansion Planning, Recife, Brazil, May 1996, Vol. III, pp. 747-754.
94. Héctor G. Arango, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Long-Term Load Spatial Forecasting by Means of Genetic Algorithms”, Proceedings of the V Symposium of Specialists in Electric Operational and Expansion Planning, Recife, Brazil, May 1996, Vol. III, pp. 925-932.
95. Germano Lambert Torres, Guilherme M. Ribeiro, Alexandre P. Alves da Silva, & Victor H. Quintana: “Learning Power System Substation Operation Through Expert Systems”, Proceedings of the Third World Congress on Expert Systems, Seoul, Korea, February 1996.
96. Alexandre P. Alves da Silva, Cláudio Ferreira, & Germano Lambert Torres: “Dynamic Load Modeling Based on a Nonparametric ANN”, Proceedings of the International Conference on Intelligent Systems Applications to Power Systems, Orlando, USA, January 1996, pp. 55-59.
97. Germano Lambert Torres, Hélio M. Valgas, Alexandre P. Alves da Silva, Roberto Del Guidice, Cláudio Ferreira, & Carlos França: “LOADDYN – computational package for dynamic load modeling”, Proceedings of the IFAC Symposium on Control of Power Plants and Power Systems (SIPOWER), Cancun, Mexico, December 1995, Vol. 1, pp. 109-114.
98.
Agostinho F. Cardoso, Walmir Marra, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Previsão
de Carga On-Line”, Proceedings of the 5 Encontro para Debates de Assuntos de Operação
(EDAO), Foz do Iguaçú, Dezembro 1995 (in portuguese).
99.
Pedro P.C. Mendes, Djalma M. Falcão, & Alexandre P. Alves da Silva: “Aplicação de Redes Neurais
Artificiais na Análise
100. Alexandre P. Alves da Silva, Paulo C.
Nascimento, Germano Lambert Torres, & Luiz E. Borges da Silva: “A
Nonparametric Neural Network for Adaptive Real-Time Control”, Proceedings of
the IEEE International Conference on Systems, Man and Cybernetics, Vancouver,
Canada, October 1995, Vol. 3, pp. 2488-2493.
101. Alexandre P. Alves da Silva, Paulo C. Nascimento, Germano Lambert
Torres, & Luiz E. Borges da Silva: “An Alternative Approach for Adaptive
Real-Time Control Using a Nonparametric Neural Network”, Proceedings of the
IEEE Industry Applications Society Annual Meeting,
102.
Germano Lambert Torres, Alexandre
P. Alves da Silva, Roberto A. Costa Jr., Hélio M. Valgas, Roberto del
Giudice R. Pinto, & Carlos França: “LOADDYN – um programa para a modelagem dinâmica
da carga elétrica”, Proceedings of the XIII Seminário Nacional de Produção e
Transmissão de Energia Elétrica (SNPTEE), Camboriú, Outubro 1995, Grupo X
(GOP), 6 pages (in portuguese).
103.
Alfredo H.F. Insfrán, Alexandre
P. Alves da Silva, Paulo M. da Silveira, Germano Lambert Torres, &
Oscar Herreros: “Identificação de Faltas em Subestações de Potência Usando
Memórias Associativas”, Proceedings of the XIII Seminário Nacional de Produção
e Transmissão de Energia Elétrica (SNPTEE), Camboriú, Outubro 1995, FL/GPC/14,
pp. 145-152 (in portuguese).
104.
Agostinho F. Cardoso, Walmir Marra, Germano Lambert Torres, Alexandre P. Alves da Silva, &
Sérgio M. Soares: “Aplicação de Sistemas Inteligentes na Previsão de Carga a
Curto-Prazo”, Proceedings of the XIII Seminário Nacional de Produção e
Transmissão de Energia Elétrica (SNPTEE), Camboriú, Outubro 1995, Grupo X
(GOP), 6 pages (in portuguese).
105.
José W. Marangon Lima, Renato A.F. Nunes, Germano Lambert Torres,
Armando M. Leite da Silva, Carlos A.D. Coelho, & Alexandre P. Alves da Silva: “A Escola de Engenharia de Potência e
os Novos Desafios do Setor Elétrico”, Proceedings of the XIII Seminário
Nacional de Produção e Transmissão de Energia Elétrica (SNPTEE), Camboriú,
Outubro 1995, FL/STE/05, 6 pages (in portuguese).
106.
Paulo C. Nascimento, Alexandre P.
Alves da Silva, & Germano Lambert Torres: “Uma Rede Neural Plástica
para Controle em Tempo-Real”, Proceedings of the 2 Simpósio Brasileiro de Automação Inteligente,
Curitiba, Setembro 1995, pp. 277-282 (in portuguese).
107.
Héctor G. Arango, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Previsão Espacial de Carga Usando
Algoritmos Genéticos”, Proceedings of the 2 Simpósio Brasileiro de Automação Inteligente,
Curitiba, Setembro 1995, pp. 153-158 (in portuguese).
108. Germano Lambert Torres, Guilherme M. Ribeiro, & Alexandre P. Alves da Silva: “An Expert System for Teaching Power System Substation Operation”, Proceedings of the IFAC Workshop on Control Education and Technology Transfer Issues, Curitiba, Brazil, September 1995, pp. 35-40.
109. Guilherme M. Ribeiro, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Applications of Intelligent Systems to Substation Protection and Control”, Proceedings of the Applications of Intelligent Software Systems in Power Plant, Process Plant and Structural Engineering, São Paulo, Brazil, August 1995, Paper 10, 12 pages.
110. Germano Lambert Torres, Alexandre P. Alves da Silva, & Carlos F. Colmán, & Sérgio M. Soares: “An Hybrid System for Load Forecasting: Proposition and Tests”, Proceedings of the Applications of Intelligent Software Systems in Power Plant, Process Plant and Structural Engineering, São Paulo, Brazil, August 1995, Paper 20, 20 pages.
111.
Alfredo H.F. Insfrán, Alexandre
P. Alves da Silva, Oscar Herreros, & Germano Lambert Torres: “Processamento
de Alarmes
112. Germano Lambert Torres, Luiz E. Borges da Silva, & Alexandre P. Alves da Silva: “Load Modeling and Forecasting Using L-Fuzzy Knowledge Base”, Proceedings of the Third International Workshop on Rough Sets and Soft Computing, San Jose, USA, November 1994.
113. Alexandre P. Alves da Silva, Alfredo H.F. Insfrán, Paulo M. da
Silveira, & Germano Lambert Torres: “Diagnóstico de Faltas en
Sub-Estaciones de Poténcia Utilizando Redes Neurales Artificiales del Tipo
Memória Asociativa”, Proceedings of the 1er. Seminario Nacional del Sector Eléctrico
Paraguayo (SESEP), Asunción, Paraguay, Noviembre 1994 (in spanish).
114. Alexandre P. Alves da Silva, Victor H. Quintana, & Germano
Lambert Torres: “Optimal Estimate Training
115.
Germano Lambert Torres, Luiz E. Borges da Silva, Ernesto C. Saturno,
& Alexandre P. Alves da Silva: “NEUWORK
- Ambiente de Desenvolvimento de Aplicações Utilizando Redes Neurais”, Proceedings
of the 1 Congresso Brasileiro de Redes Neurais, Itajubá, Outubro 1994, pp.
119-124 (in portuguese).
116.
Luiz E. Borges da Silva, Alexandre
P. Alves da Silva, Germano Lambert Torres, & Ênio R. Ribeiro: “Algoritmo
Rápido de Treinamento de Redes Neurais para Sistemas de Controle
117. Alexandre P. Alves da Silva, Alfredo
H.F. Insfrán, Paulo M. da Silveira, & Germano Lambert Torres: “Applying
Associative Memories to Fault Location Identification”, Proceedings of the I
Brazilian Conference on Neural Networks, Itajubá, Brazil, October 1994, pp.
293-300.
118.
Germano Lambert Torres, Alexandre
P. Alves da Silva, Jamil Haddad, & Luiz O. Mattos dos Reis: “Um Sistema
Híbrido para a Previsão de Carga a Curto-Prazo”, Proceedings of the 1 Congresso Brasileiro de Redes Neurais,
Itajubá, Outubro 1994, pp. 307-312 (in portuguese).
119. Guilherme M. Ribeiro, Germano Lambert Torres, & Alexandre P. Alves da Silva: “Power Substation Supervisory Control”, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, USA, October 1994, Vol. 3, pp. 2165-2170.
120. Alexandre P. Alves da Silva, Alfredo H.F. Insfrán, Paulo M. da Silveira, & Germano Lambert Torres: “Fault Localization Estimation Via Associative Memories”, Proceedings of the International Conference on Intelligent System Application to Power Systems (ISAP), Montpellier, France, September 1994, pp. 477-484.
121. Alexandre P. Alves da Silva &
Germano Lambert Torres: “Aplicação de Sistemas Inteligentes”, in "Análise
de Sistemas de Potência: Perspectivas", A.M. Leite da Silva (Ed.), invited
paper, Proceedings of the 10 Congresso Brasileiro de Automática (CBA) / 6 Congresso Latino Americano de Controle
Automático, Rio de Janeiro, Setembro 1994, pp. 1282-1295 (in portuguese).
122. Alexandre P. Alves da Silva, Alfredo
H.F. Insfrán, Paulo M. da Siveira, & Germano Lambert Torres: “Identificação
de Faltas em Subestações de Potência Usando Memórias Associativas”, Proceedings
of the 10 Congresso Brasileiro de Automática (CBA), Rio de Janeiro, Setembro
1994, pp. 391-396 (in portuguese).
123.
Guilherme M. Ribeiro, Germano Lambert Torres, Alexandre P. Alves da Silva, & Cláudio I.A. Costa: “Controle
Inteligente de Subestações de Potência”, Proceedings of the 10 Congresso Brasileiro de Automática (CBA), Rio
de Janeiro, Setembro 1994, pp. 397-402 (in portuguese).
124.
Germano Lambert Torres, Luiz E. Borges da Silva, Alexandre P. Alves da Silva, & Jamil Haddad: “L-Fuzzy Knowledge
Base”, Proceedings of the Brazil-Japan Joint Symposium on Fuzzy Systems,
Campinas, Brazil, July 1994, pp. 206-211.
125. Luiz E. Borges da Silva, Alexandre P. Alves da Silva, Germano Lambert Torres, & Gilles Roy: “An Alternative Neural Network Training Algorithm for Real Time Control”, Proceedings of the IEEE International Symposium on Industrial Electronics, Santiago, Chile, May 1994, pp. 72-76.
126. Guilherme M. Ribeiro,
Germano Lambert Torres, & Alexandre
P. Alves da Silva: “Expert Systems in Power Substation Operation and
Control”, Proceedings of the IV Symposium of Specialists in Electric
Operational and Expansion Planning, Foz do
127. Germano Lambert Torres, Alexandre P. Alves da Silva, Cláudio
Ferreira, & Luis O. Mattos: “Security Analysis - From Analytical Methods to
Intelligent Systems”, Proceedings of the IV Symposium of Specialists in
Electric Operational and Expansion Planning, Foz do
128. Hélio M. Valgas, Roberto
del Giudice R. Pinto, Carlos França, Germano Lambert Torres, Alexandre P. Alves da Silva, Robson C.
Pires, & Roberto A. Costa Jr.: “Electrical Load Modeling”, Proceedings of
the IV Symposium of Specialists in Electric Operational and Expansion Planning,
Foz do
129. Luiz E. Borges da Silva, Germano Lambert Torres, Ernesto C. Saturno, Alexandre P. Alves da Silva, & Guy Olivier: “Neural Net Adaptive Schemes for DC Motor Drives”, Proceedings of the IEEE Industry Applications Society Annual Meeting, Toronto, Canada, October 1993, pp. 2043-2048.
130.
Guilherme M. Ribeiro, Cláudio I.A. Costa, Germano Lambert Torres, & Alexandre P. Alves da Silva: “ESRASE -
Sistema Especialista para Restabelecimento Automático de Subestações”, Proceedings
of the I Simpósio Brasileiro de Automação Inteligente, Rio Claro, Setembro
1993, pp. 115-124 (in portuguese).
131. Alexandre P. Alves da Silva, Armando M. Leite da Silva, Júlio C.S.
Souza, & Milton B. do Coutto Filho: “State Forecasting Based on Artificial
Neural Networks”, Proceedings of the 11th Power Systems Computation Conference,
132.
Ruggero F. Garray, Guilherme M. Ribeiro, Germano Lambert Torres, Ronaldo
Rossi, Alexandre P. Alves da Silva,
& Paulo M. da Silveira: “Sistema Especialista para o Ajuste da Proteção”, Proceedings
of the IV Seminário Técnico de Proteção e Controle, Fortaleza, Maio 1993, pp.
85-89 (in portuguese).
133. Alexandre P. Alves da Silva, Germano
Lambert Torres, Ricardo Oliveira, & Hector Arango: “Análise de Contingência
Utilizando um Sistema Neuronal”, Proceedings of the 5 Encontro Regional Latino-Americano da Cigré,
Ciudad del Este, Paraguai, Maio 1993, 38-x-24, 5 pages (in portuguese).
134. Alexandre P. Alves da Silva: “Termo de
Referência”, Proceedings of the 1 Workshop Nacional
135. Jacob Scharcanski, Helen C. Shen, & Alexandre P. Alves da Silva: “Characteristic Colors for Texture Image Analysis: A Parallel Distributed Approach”, Proceedings of the Vision Interface 92, Vancouver, Canada, May 1992, pp. 15-20.
136. Alexandre P. Alves da Silva, Victor H. Quintana, & Grantham K.H. Pang: “Neural Networks for Topology Determination of Power Systems”, Proceedings of the First International Forum on Applications of Neural Networks to Power Systems, Seattle, USA, July 1991, pp. 297-301.
137. Alexandre P. Alves da Silva, Victor H. Quintana, & Grantham K.H. Pang: “Associative Memory Models for Bad Data Processing”, Proceedings of the Third Symposium on Expert Systems Application to Power Systems, Tokyo and Kobe, Japan, April 1991, pp. 209-216.
138. Alexandre P. Alves da Silva, Victor H. Quintana, & Grantham K.H. Pang: “A Pattern Analysis Approach for Topology Determination, Bad Data Correction and Missing Measurement Estimation in Power Systems”, Proceedings of the North American Power Symposium, Auburn, USA, October 1990, pp. 363-372.
139. Alexandre P. Alves da Silva, Victor H. Quintana, & Grantham K.H. Pang: “Pattern Analysis in Power System State Estimation Problems”, Proceedings of the Canadian Conference on Electrical and Computer Engineering, Ottawa, Canada, September 1990, pp. 1.5.1-1.5.6.
140. Fernando E.N. Nasser, Alexandre P. Alves da Silva, Luís A.P. Araújo, Daniel Schwabe, Mário V.F. Pereira, & Alcir Monticelli: “Development of an Expert System for Long-Term Planning of Power Transmission Networks”, Proceedings of the Second Symposium on Expert Systems Application to Power Systems, Seattle, USA, July 1989, pp. 238-243.
141. Alexandre P. Alves da Silva, Fernando
E.N. Nasser, Luís A.P. Araújo, Daniel Schwabe, & Mário V.F. Pereira: “Sistema
Protótipo para Planejamento da Expansão de Redes de Energia Elétrica”, Proceedings
of the 5 Simpósio Brasileiro de Inteligência Artificial, Natal, Novembro 1988,
pp. 50-60 (in portuguese).
142.
Ricardo B. Prada, Alexandre P.
Alves da Silva, & Maria L.V. Lisboa: “Solução do Fluxo de Potência pelo
Método de Newton para Eliminação de Sobrecargas e Correção do Perfil de Tensão”,
Proceedings of the IX Seminário Nacional de Produção e Transmissão de Energia
Elétrica (SNPTEE), Belo Horizonte, Outubro 1987, GSP/42, 8 pages (in
portuguese).
143.
Ricardo B. Prada, Alexandre P.
Alves da Silva, & Maria L.V. Lisboa: “Eliminação de Sobrecargas e
Correção do Perfil de Tensão no Fluxo de Potência Através de uma Relaxação do
Método de Newton”, Proceedings of the X Congresso Nacional de Matemática
Aplicada e Computacional, Gramado, Setembro 1987, pp. 761-765 (in portuguese).
5.d
Research Grants
1 – “Electric Transmission
Expansion Planning Using Artificial Intelligence Techniques”, CEPEL (
2 – “Observability of the LIGHT’s Power System”, LIGHT (Electric Utility),
September 1992 – January 1993.
3 – “Dynamic Load Modeling”, CEMIG (Electric Utility), March 1993 –
February 1994.
4 – “Intelligent System Application to Power Systems”, CNPq (National
Research Council), August 1993 – July 1995.
5 – “Short-Term Load Forecasting”, CEMIG (Electric Utility), August 1994
– February 1996.
6 – “Dynamic Load Model Identification”, FURNAS (Electric Utility),
August 1994 – February 1996.
7 – “Transformer Models for High Frequencies and Their Applications in an
Analog Simulator and in the EMTP”, FURNAS (Electric Utility), August 1994 –
February 1996.
8 – “Application of Intelligent Hybrid Systems to Power System Operation
and Planning”, CNPq (National Research Council), August 1995 – July 1997.
9 – “Electric System Maintenance Scheduling Based on Expert System”,
CEPEL (
10 – “Intelligent System Application to Electric System Operation and
Planning”, FAPEMIG (State of
11 – “Intelligent Systems in Electrical Engineering”,
CNPq (National Research Council), January 1997 – December 1998.
12 – “On-Line Dynamic Security Assessment”, FURNAS
(Electric Utility), May 1997 – October 1998.
13 – “Adaptive Short-Term Load Forecasting Based on
Non-Parametric Neural Networks”, FURNAS (Electric Utility), May 1997 – October
1998.
14 – “Planning and
Operation Under Uncertainties: Probabilistic and Fuzzy Modeling”, CEPEL (
15 – “Evaluation of the
Measurement System Accuracy for the
16 – “Supervision, Analysis and Management of Large
Scale Electric Power Systems”, FINEP (Brazilian Science and Technology Agency),
January 1998 – December 1999.
17 – “Intelligent
Computation Applied to the New Competitive Environment of Electrical Power
Systems”, FINEP (Brazilian Science and Technology Agency), January 1999 –
December 2002.
18 – “Electric System
Maintenance Scheduling Based on Expert System – Phase
19 – “Temperature Forecasting”, FURNAS (Electric
Utility), June 1999 – October 1999.
20 – “Estimation of
Electric Energy Service Interruption Costs”, ANEEL (Brazilian Electric Sector
Regulatory Agency), August 1999 – May 2000.
21 – “Development of an
On-Line Load Forecasting System for the Short-Term Horizon”, CEMIG (Electric
Utility), October 2001 – May 2002.
22 – “River Flow and
Electric Energy Marginal Cost Long-Term Forecasting”, PETROBRAS (Brazilian Oil
Company), October 2002 – December 2003.
23 – “Fault Diagnosis
Based on Data Mining”, CHESF (Electric Utility), December 2002 – November 2003.
24 – “An Integrated and
Automatic System for Operation and Planning of Power Systems”, CNPq (National
Research Council), August 2003 – July 2005.
25 – “Methodologies for
Improving Power System Security and Reliability”, FAPERJ (State of Rio de
Janeiro Research Funding Agency), January 2004 – December 2006.
26 – “Bus Load Medium-Term
Forecasting”, COELBA (Electric Utility), May 2004 – April 2006.
27 – “Medium and Long Term
Load Forecasting”, CNPq (National Research Council), May 2004 – April 2006.
28 – “Hourly Equivalent
Temperature for Load Forecasting”, ONS (Brazilian ISO), June 2006 – November
2006.
29 – “Regularized Neural
Models for Short-Term Load Forecasting”, CNPq (National Research Council),
November 2006 – October 2008.
30 – “A New Framework for
Operation Security Assessment”, CNPq (National Research Council), December 2007
– November 2009.
31 – “Real-Time Detection
of Oil and Gas Cleaning Pigs”, PETROBRAS (Brazilian Oil Company), October 2008
– May 2009.
32 – “Data Filtering for
Load Forecasting”, ONS (Brazilian ISO), November 2008 – June 2009.
33 – “Intelligent System
for Fault Localization on Transmission Lines”, CNPq (National Research
Council), December 2008 – November 2010.
6.a Professional Societies
Senior Member,
IEEE
Member, Intelligent System
Application to Power (ISAP) Society Board of Directors, 2001-2007
Former Chairman, Brazilian
Regional Interest Group of the IEEE Neural Network Council
Co-Founder and Former Chairman,
Brazilian Neural Network Society
Former
Chairman, Power Systems Committee of the Brazilian Society for Automation
6.b Department
Member, Advisory
Committee, 2002 – Present
6.c Outside University
Member of the National Research
Council (CNPq) Commission for Electrical Engineering, 2001-2003
Consultant to the following Federal
and State Research Funding Agencies: CNPq,
Ad
hoc reviewer for IEEE Transactions on Power Systems, IEEE Transactions on Power
Delivery, IEEE Transactions on Energy Conversion, IEEE Transactions on Neural
Networks, IEEE Transactions on Computers, IET (IEE) Proceedings (Part-C),
International Journal of Electrical Power and Energy Systems, Electric Power
Systems Research, and Journal of Energy (more than 100 papers reviewed in the
last 5 years)
Chairman of the Technical Program
Committee of the First Brazilian Conference on Neural Networks, Itajubá, Minas
Gerais, October 1994
Chairman of the Technical Program
Committee of the International Conference on Intelligent System Application to
Power Systems,
Chairman of the Technical Program
Committee of the First Brazilian Workshop on Intelligent Techniques Applied to
Power Systems, São Luís, Maranhão, September 2005
Chairman of the Technical Program
Committee of the First Brazilian Symposium on Computational Intelligence, Florianópolis,
Santa Catarina, October 2007
Source: Publish or Perish (Copyright
© 1990-2008 Tarma Software Research)
Date: January 9th, 2009
Papers:68, Citations:411, Years:21,
Cites/year:19.57, Cites/paper:6.04/2.0/1, Cites/author:144.46,
Papers/author:27.30, Authors/paper:3.00/3.0/3, h-index:10, g-index:17,
hc-index:7, hI-index:3.13, hI-norm:6, AWCR:46.21, AW-index:6.80, AWCRpA:16.37
@article {pop0001,
author
= {IN Kassabalidis and MA El-Sharkawi and APA da Silva},
title
= {Dynamic Security Border Identification Using Enhanced Particle Swarm
Optimization},
journal
= {IEEE TRANSACTIONS ON POWER SYSTEMS},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1033717},
year
= {2002},
note
= {48 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=7718382166046003214},
}
@article {pop0002,
author
= {LS Moulin and APA El-Sharkawi and MA Marks and II RJ},
title
= {Support vector machines for transient stability analysis of large-scale
power systems},
journal
= {Power Systems, IEEE Transactions on},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1294987},
year
= {2004},
note
= {45 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=10531329487321669501},
}
@article {pop0003,
author
= {JCS Souza and AM Leite da Silva and AP Alves da Silva},
title = {Data debugging for real-time power
system monitoring based onpattern analysis},
journal
= {Power Systems, IEEE Transactions on},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=535702},
year
= {1996},
note
= {29 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=8623671287874500530},
}
@article {pop0004,
author
= {APA da Silva and LS Moulin},
title = {Confidence intervals for neural
network based short-term loadforecasting},
journal
= {Power Systems, IEEE Transactions on},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=898089},
year
= {2000},
note
= {27 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=6215003552866010553},
}
@article {pop0005,
author
= {AJR Reis and APA da Silva},
title = {Feature extraction via multiresolution
analysis for short-term load forecasting},
journal
= {Power Systems, IEEE Transactions on},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1388509},
year
= {2005},
note
= {22 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=9294890627654152387},
}
@article {pop0006,
author
= {OAS Carpinteiro and AJR Reis and APA da Silva},
title = {A hierarchical neural model in
short-term load forecasting},
journal
= {Applied Soft Computing Journal},
publisher
= {Elsevier},
url =
{http://linkinghub.elsevier.com/retrieve/pii/S156849460400050X},
year
= {2004},
note
= {18 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=6416446475299136715},
}
@article {pop0007,
author
= {LS Moulin and APA da Silva and MA El-Sharkawi and RJ Marks},
title
= {Support vector and multilayer perceptron neural networks applied to power
systems transient …},
journal
= {Power Engineering Society Summer Meeting, 2002 IEEE},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1043580},
year
= {2002},
note
= {17 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=12688351073945032395},
}
@article {pop0008,
author
= {… ACZ de Souza and G Lambert-Torres and AP Alves da Silva},
title
= {Difference between regular and deterministic chaos processes based on time
analysis of load: an …},
journal
= {Electric Power Systems Research},
publisher
= {Elsevier},
url =
{http://linkinghub.elsevier.com/retrieve/pii/S037877960000095X},
year
= {2000},
note
= {16 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=6734811431272233046},
}
@article {pop0009,
author
= {AP Alves da Silva and AHF Insfran and PM da Silveira and G …},
title
= {Neural networks for fault location in substations},
journal
= {Power Delivery, IEEE Transactions on},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=484021},
year
= {1996},
note
= {14 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=3603226952066420869},
}
@article {pop0010,
author
= {APA da Silva and UP Rodrigues and AJR Reis and LS Moulin},
title
= {NeuroDem-a neural network based short term demand forecaster},
journal
= {Power Tech Proceedings, 2001 IEEE
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=964736},
year
= {2001},
note
= {10 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=1404991206280175746},
}
@article {pop0011,
author
= {… Lambert-Torres and R Rossi and JA Jardini and APA da Silva …},
title
= {Power System Security Analysis based on Rough Classification},
journal
= {Rough Fuzzy Hybridization: A New Trend in Decision-Making},
publisher
= {Springer Verlag},
year
= {1999},
note
= {10 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=12744383575639056179},
}
@article {pop0012,
author
= {… -Torres and GM Ribeiro and CIA Costa and AP Alves da Silva and …},
title = {Knowledge engineering tool for
training power-substation operators},
journal
= {Power Delivery, IEEE Transactions on},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=584348},
year
= {1997},
note
= {9 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=3410970482191833828},
}
@article {pop0013,
author
= {AP Alves da Silva and C Ferreira and AC Zambroni de …},
title = {A new constructive ANN and its
application to electric loadrepresentation},
journal
= {Power Systems, IEEE Transactions on},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=627860},
year
= {1997},
note
= {9 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=16660789817906683310},
}
@article {pop0014,
author
= {JCS Souza and AM Leite da Silva and AP Alves da Silva},
title = {Data visualisation and
identification of anomalies in power systemstate estimation using artificial
…},
journal
= {Generation, Transmission and Distribution, IEE Proceedings-},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=629503},
year
= {1997},
note
= {8 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=12220647281812069762},
}
@article {pop0015,
author
= {AP Alves da Silva and VH Quintana},
title = {Pattern analysis in power system
state estimation},
journal
= {International Journal of Electrical Power and Energy Systems},
publisher
= {Elsevier},
url =
{http://linkinghub.elsevier.com/retrieve/pii/0142061595932776},
year
= {1995},
note
= {8 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=11963488729506930652},
}
@article {pop0016,
author
= {LS Moulin and MA El-Sharkawi and RJ Marks and APA da Silva},
title
= {Automatic Feature Extraction for Neural Network Based Power Systems Dynamic
Security Evaluation},
journal
= {International Conference on Intelligent Systems Applied to …},
year
= {2001},
note
= {6 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=10613492970161481741},
}
@article {pop0017,
author
= {J Scharcanski and HC Shen and AP Alves da Silva},
title
= {Colour quantisation for colour texture analysis},
journal
= {Computers and Digital Techniques, IEE Proceedings-},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=210332},
year
= {1993},
note
= {6 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=13585469505722965498},
}
@article {pop0018,
author
= {G Lambert-Torres and APA da Silva and VH Quintana and LEB …},
title
= {Classification of power system operation point using rough settechniques},
journal
= {Systems, Man, and Cybernetics, 1996., IEEE International …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=565401},
year
= {1996},
note
= {5 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=14681065620976405133},
}
@article {pop0019,
author
= {AHF Insfran and APA da Silva and G Lambert-Torres},
title
= {Fault diagnosis using fuzzy sets},
journal
= {INT J ENG INTELL SYST ELECTIC ENG COMMUN},
year
= {1999},
note
= {5 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=10056045322954576319},
}
@article {pop0020,
author
= {JCS Souza and AM Leite da Silva and AP Alves da Silva},
title = {Information Debugging in
Forecasting-aided State Estimation Using a Pattern Analysis Approach},
journal
= {12th PSCC.
year
= {1996},
note
= {5 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=2572163341256227836},
}
@article {pop0021,
author
= {AP Alves da Silva and VH Quintana and GKH Pang},
title
= {Solving data acquisition and processing problems in power systemsusing a
pattern analysis approach},
journal
= {Generation, Transmission and Distribution [see also IEE …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=79357},
year
= {1991},
note
= {5 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=15403268488450717524},
}
@article {pop0022,
author
= {APA da Silva and PJ Abrao},
title = {Applications of evolutionary
computation in electric power systems},
journal
= {Proceedings of the Evolutionary Computation on 2002. CEC'02. …},
publisher
= {portal.acm.org},
url =
{http://portal.acm.org/citation.cfm?id=1252337},
year
= {2002},
note
= {5 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=7318698228898980380},
}
@article {pop0023,
author
= {OAS Carpinteiro and AP Alves da Silva},
title = {A Hierarchical Self-Organizing Map
Model in Short-Term Load Forecasting},
journal
= {Journal of Intelligent and Robotic Systems},
publisher
= {Springer},
url =
{http://www.springerlink.com/index/U7112G27X46Q6266.pdf},
year
= {2001},
note
= {5 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=14819263669750837966},
}
@article {pop0024,
author
= {APA da SILVA and DM FALCAO and KY LEE},
title = {Overview of Applications in Power
Systems},
journal
= {Modern Heuristic Optimization Techniques: Theory and …},
publisher
= {books.google.com},
url =
{http://books.google.com/books?hl=en\&lr=\&id=ZHRTmJfyeVYC\&oi=fnd\&pg=PA237\&dq=A.P.+Alves+da+Silva+OR+A.+Alves+da+Silva+OR+A.P.A.+da+Silva+OR+A.P.A.+daSilva+OR+L.S.+Moulin+OR+A.P.A.+Silva+OR+A.P.+daSilva\&ots=z7im2HLOld\&sig=W44pk4-U-TBzqAEG5ytLNFuOc3k},
year
= {2007},
note
= {4 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=14065069644088126195},
}
@article {pop0025,
author
= {PJ Abrao and AP Alves da Silva and AC Zambroni de Souza},
title = {Rule extraction from artificial
neural networks for voltagesecurity analysis},
journal
= {Neural Networks, 2002. IJCNN'02. Proceedings of the 2002 …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1007470},
year
= {2002},
note
= {4 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=365498019864237617},
}
@article {pop0026,
author
= {G Lambert-Torres and APA da Silva and VH Quintana and LE …},
title
= {Knowledge-base reduction based on rough set techniques},
journal
= {Electrical and Computer Engineering, 1996. Canadian …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=548091},
year
= {1996},
note
= {4 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=12781621833003151050},
}
@article {pop0027,
author
= {LS Moulin and A da Silva},
title
= {Neural networks and support vector machines applied to power systems
transient stability analysis},
journal
= {INT J ENG INTELL SYST ELECTIC ENG COMMUN},
year
= {2001},
note
= {4 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=914006099406992051},
}
@article {pop0028,
author
= {APA Silva and PC Nascimento and GL Torres and LEB da Silva},
title = {Alternative approach for adaptive
real-time control using a nonparametric neural network},
journal
= {Conf. Rec. IEEE-IAS Annu. Meeting},
year
= {1995},
note
= {3 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=12956607590459518980},
}
@article {pop0029,
author
= {FEN Nasser and APA Silva and LAP Araujo},
title
= {Development of an expert system for long-term planning of power transmission
networks},
journal
= {Proc. 2nd Symp. Experts Syst. Applicat. Power Syst},
year
= {1989},
note
= {3 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=5441936395491145435},
}
@article {pop0030,
author
= {HS Carvalho and PC Nascimento and AP Alves da Silva and JCS …},
title = {Neural networks based approach for
reliability estimation},
journal
= {Electric Power Engineering, 1999. PowerTech Budapest 99. …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=826613},
year
= {1999},
note
= {3 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=5023948856752359486},
}
@article {pop0031,
author
= {AP Alves da Silva and PJ Abrao},
title = {Applications of evolutionary
computation in electric power systems},
journal
= {Evolutionary Computation, 2002. CEC'02. Proceedings of the …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1004389},
year
= {2002},
note
= {3 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=1873246796886611783},
}
@article {pop0032,
author
= {… -Torres and G Ribeiro and C Costa and A Alves-da-Silva and V …},
title = {Knowledge engineering tool for
training for substation operators},
journal
= {Proc. 1996 IEEE Transmission and Distribution Conf},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=3016151557890148976},
}
@article {pop0033,
author
= {… and G Lambert-Torres and EC Saturno
and AP Alves da Silva and …},
title
= {Neural net adaptive schemes for DC motor drives},
journal
= {Industry Applications Society Annual Meeting, 1993., …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=299144},
year
= {1993},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=18107812984476546624},
}
@article {pop0034,
author
= {APA da Silva and AJR Reis and MA El-Sharkawi and RJ Marks},
title
= {Enhancing neural network based load forecasting via preprocessing},
journal
= {Proceedings of the International Conference on Intelligent …},
year
= {2001},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=12649731308908931350},
}
@article {pop0035,
author
= {G Lambert-Torres and APA da Silva and LEB da Silva…},
title = {Data mining into a control center
database via rough set techniques},
journal
= {Proceedings of the International Conference on Intelligent …},
year
= {1997},
note
= {2 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=12201543935646159606},
}
@article {pop0036,
author
= {… da Silva and GL Torres and EC Saturno and AP Alves da Silva},
title = {Simulation of a neural net
controller for motor drives},
journal
= {Neural Networks, 1995. Proceedings., IEEE International …},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=488095},
year
= {1995},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=4580191265542658686},
}
@article {pop0037,
author
= {GM Ribeiro and G Lambert-Torres and APA da Silva},
title = {Expert system in power substation
operation and control, IV SEPO},
journal = {Brasil, Maio de},
year
= {1994},
note = {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=1743931817160184435},
}
@article {pop0038,
author
= {APA da Silva and AML da Silva and JCS de Souza and MB do …},
title = {State Forecasting Based on
Artificial Neural Networks},
journal
= {Proc. 11th PSCC},
year
= {1993},
note =
{2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=17148707826407244663},
}
@article {pop0039,
author
= {AP ALVES DA SILVA and VH QUINTANA and GKH PANG},
title
= {Associative memory models for data processing},
journal
= {International journal of electrical power \& energy systems},
publisher
= {cat.inist.fr},
url =
{http://cat.inist.fr/?aModele=afficheN\&cpsidt=5613396},
year
= {1992},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=10294665503904876719},
}
@article {pop0040,
author
= {APA DA SILVA and DM FALCAO},
title = {Fundamentals of Genetic
Algorithms},
journal
= {Modern Heuristic Optimization Techniques: Theory and …},
publisher
= {books.google.com},
url =
{http://books.google.com/books?hl=en\&lr=\&id=ZHRTmJfyeVYC\&oi=fnd\&pg=PA25\&dq=A.P.+Alves+da+Silva+OR+A.+Alves+da+Silva+OR+A.P.A.+da+Silva+OR+A.P.A.+daSilva+OR+L.S.+Moulin+OR+A.P.A.+Silva+OR+A.P.+daSilva\&ots=z7im2HLOld\&sig=3GHoCGAqoquD9SfCIVXARtykU9Y},
year
= {2007},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=8734793403049766078},
}
@article {pop0041,
author
= {APA da Silva and VH Quintana and GKH Pang},
title = {Neural networks for topology
determination of power systems},
journal
= {Proc. 1st Intern. Forum on Applications of Neural Networks …},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=10396409633009933262},
}
@article {pop0042,
author
= {AC Zambroni de Souza and AP Alves da Silva and JLA …},
title = {A new contingency analysis
approach for voltage collapse assessment},
journal
= {International Journal of Electrical Power and Energy Systems},
publisher
= {Elsevier},
url =
{http://linkinghub.elsevier.com/retrieve/pii/S0142061503000309},
year
= {2003},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=123738529126219071},
}
@article {pop0043,
author
= {APA da Silva},
title = {Overview of applications in power
systems, Publication 02TP160},
journal
= {IEEE Power Engineering Society},
year
= {2002},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=10489703210485036685},
}
@misc {pop0044,
author
= {APA DASILVA},
title = {IEEE POW TECHN C POR},
note
= {2 cites: http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=1954231648531939708},
}
@article {pop0045,
author
= {APA da Silva},
title = {Overcoming Limitations of NNs for
On-Line DSA},
journal
= {Power Engineering Society General Meeting, 2005. IEEE},
publisher
= {ieeexplore.ieee.org},
url =
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1489392},
year
= {2005},
note
= {2 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=812440772371389081},
}
@article {pop0046,
author
= {APA da Silva and AML da Silva and JCS de Souza and MB Do …},
title = {State forecasting based on
artificial neural networks, 11th PSCC Proc},
journal
= {Vol. I},
note
= {1 cites:
http://scholar.google.com/scholar?num=100\&hl=en\&lr=\&cites=15919904248667528167},
}
@article {pop0047,
author
= {AP Alves da Silva and AM Leite da Silva and JCS de Souza …},
title = {State forecasting based on
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