An approach based on neural networks for identification of fault sections in radial distribution systems

The main objective involved with this paper consists of presenting the results obtained from the application of artificial neural networks and statistical tools in the automatic identification and classification process of faults in electric power distribution systems. The developed techniques to treat the proposed problem have used, in an integrated way, several approaches that can contribute to the successful detection process of faults, aiming that it is carried out in a reliable and safe way. The compilations of the results obtained from practical experiments accomplished in a pilot radial distribution feeder have demonstrated that the developed techniques provide accurate results, identifying and classifying efficiently the several occurrences of faults observed in the feeder.

Evolutionary heuristic to determine future land use

In the spatial electric load forecasting, the future land use determination is one of the most important tasks, and one of the most difficult, because of the stochastic nature of the city growth. This paper proposes a fast and efficient algorithm to find out the future land use for the vacant land in the utility service area, using ideas from knowledge extraction and evolutionary algorithms. The methodology was implemented into a full simulation software for spatial electric load forecasting, showing a high rate of success when the results are compared to information gathered from specialists. The importance of this methodology lies in the reduced set of data needed to perform the task and the simplicity for implementation, which is a great plus for most of the electric utilities without specialized tools for this planning activity. © 2008 IEEE.

Direct and general support and depot maintenance repair parts and special tools lists : air conditioner, floor mounted, air cooled, electric motor driven, AC, 3 phase, 400 cycle, 38,000 Btu hr, 416 volt (Keco model F-0038), FSN 4120-066-8771 ....

"April 1969."

Organizational maintenance repair parts and special tools list : air conditioning units, electric motor driven, 9,000 Btu/hr, vertical compact, 115 volt, single phase, 50/60 cycle (Therm-Air Manufacturing Co. model CV-9-1-15-60) FSN 4120-935-1609; 9,000 Btu/hr, vertical compact, 230 volt, three phase, 50/60 cycle ....

"February 1970."

Organizational maintenance repair parts and special tools list : air conditioner, vertical, compact, self-contained, air cooled, electric motor driven, 115 volts, A.C. 50/60 hertz, single phase, 9,000 Btu/hr cooling, 6,000 Btu/hr heating (Harvey W. Hottel model CV-9-5/6-15), FSN 4120-935-1609.

"September 1974."

Unit maintenance, direct support, and general support maintenance repair parts and special tools lists : truck, lift, fork, electric, solid rubber tires, 2,000 pound capacity, Army model MHE-197, Baker model FTD-020-EE, NSN 3930-00-724-4058, 100 in. lift ....

"August 1992."

Unit, direct support, and general support maintenance repair parts and special tools lists : truck, forklift, electric, solid rubber tires, 6000 lb capacity, 180 in. lift (Drexel Dynamics model FL60-EE5600) (Army model MHE206), NSN 3930-00-935-7867.

"November 1992."

Direct support and general support maintenance repair parts and special tools list ... transmission, crossdrive, hydromechanical, General Electric model HMPT 500 and transmission container assembly (2520-01-105-6446).

"January 1985."

Operator, organizational, direct support, and general support maintenance manual (including repair parts and special tools list and depot maintenance repair parts and special tools) : test set, generator and voltage regulator, automotive, 12-and 24-volt systems (Allen Electric and Equipment Company model no. 30-92) (4910-092-9136).

"15 October 1971."

Operator and organizational maintenance manual (including repair parts and special tools list) : cleaner, steam pressure, jet, trailer mounted, kerosene or light diesel oil fired, electric motor, 1 hp, 115 V, AC/DC, 60 C, SGLE-PH (Geranco Manufacturing Corporation, model GS-400) (4940-865-4738).

"June 1967."

Direct support and general support maintenance repair parts and special tools lists : truck, fork lift, electric, solid rubber tires, 2,000 lb. capacity, 144 in. lift Army model MHE 204, NSN 3930-00-935-7864, Baker model FTD-020-EE-SS.

Includes index.

Organizational support maintenance repair parts and special tools lists : truck, fork lift, electric, solid rubber tires, 2,000 lb. capacity, 144 in. lift Army model MHE 204, NSN 3930-00-935-7864, Baker model FTD-020-EE-SS.

Includes indexes.

Organizational maintenance repair parts and special tools lists : truck, fork lift, electric, solid rubber tires, 4,000 lb. capacity, 100 in. lift, Army model MHE 208, NSN 3930-00-494-8151, Baker model FTD-040-EE and 180 in lift, NSN 3930-00-236-6253.

Includes index.

Direct support and general support maintenance repair parts and special tools lists : truck, fork lift, electric, solid rubber tires, 4,000 lb capacity, 100 in lift, Army model MHE 208, NSN 3930-00-494-8151, Baker model FTD-040-EE and 180 in lift, NSN 3930-00-236-6253.

Includes index.

Direct and general support and depot maintenance repair parts and special tools list : welding machine, arc, generator, electric motor driven, AC, 220V, 3 phrase [i.e. phase], 60HZ, single operator, remote control, 300 amp DC arc, wheel MTD ....

"December 1968."