Neural-net based coordinated control of capacitors and ULTC transformer in daily operation of radial distribution systems

Electric Power Systems Research

Volumn 43, Issue 3, 1997, Pages 169-177

  Saríc, Andrija ^a   Ćalović, Milan ^b,d   Djukanović, Miodrag ^c  

^a UNIVERSITY OF KRAGUJEVAC   (Serbia)

^b UNIVERSITY OF BELGRADE   (Serbia)

^c UNIVERSITY OF BELGRADE   (Serbia)

^d Institut of Electrical Engineering   (Serbia)

Author keywords

Distribution systems; Neural nets; VAR VOLT control

Indexed keywords

ALGORITHMS; CAPACITORS; ELECTRIC POWER SYSTEMS; ELECTRIC TRANSFORMERS; ITERATIVE METHODS; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION;

ITERATIVE DECOUPLED ALGORITHMS; NO LOAD TAP CHANGING TRANSFORMERS;

ELECTRIC POWER DISTRIBUTION;

EID: 0031334159     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0378-7796(97)01178-4     Document Type: Article

References (10)

1. J.J. Grainger, S. Civanlar, VOLT/VAR control on distribution systems with lateral branches using shunt capacitors and voltage regulators: Part I: The overall problem, Part II: The Solution method, Part III: The numerical results, IEEE Trans. Power Appar. Syst. PAS-104 (11) (1985) 3278-3297.
2. R. Baldick, F.F. Wu, Efficient integer optimization algorithms for optimal coordination of capacitors and regulators, IEEE Trans. Power Syst. 5 (3) (1990) 805-812.
3. M.S. Ćalović, A.T. Saric, An interactive procedure for the coordination of decoupled VAR/VOLT control in radial distribution systems, Eur. Trans. Electr. Power Eng. (ETEP) 7 (1997) 191-197.
4. M. Djukanović, D.J. Sobajic, Y.H. Pao, Neural-net based determination of generator-shedding requirements in electric power systems, IEE Proc.-C 139 (5) (1992) 427-436.
5. D. Shirmohamadi, H.W. Hong, A. Semlyen, G.X. Luo, A compensation-based power flow method for weakly meshed distribution and transmission networks, IEEE Trans. Power Syst. 3 (2) (1988) 753-762.
6. Z. Ouyang, S.M. Shahidehpour, A hybrid artificial neural network-dynamic programming approach to unit commitment. IEEE Trans. Power Syst. 7 (1) (1992) 236-242.
7. N.I. Santoso, O.T. Tan, Neural-net based real-time control of capacitors installed on distribution systems, 1989 IEEE PES Summer Meeting, Paper No. 768-3 PWRD.
8. Y.Y. Hsu, C.C. Yang, A hybrid artificial neural network-dy-namic programming approach for feeder capacitor scheduling, IEEE Trans. Power Syst. 9 (2) (1994) 1069-1075.
9. Y.H. Pao, D.J. Sobajic, Combined use of unsupervised and supervised learning for dynamic security assessment, IEEE Trans. Power Syst. 7 (2) (1992) 878-884.
10. M. Djukanović, B. Babić, D. Sobajic, Y.H. Pao, Unsupervised/ supervised learning concept for 24 h load forecasting, IEE Proc.-C 140 (4) (1993) 311-318.