Fuzzy Logic Based Decision Making for Hydroelectric Energy Generation in a Cascaded Hydropowerplants
Journal Title: Acta Technica Napocensis- Electronica-Telecomunicatii (Electronics and Telecommunications) - Year 2009, Vol 50, Issue 1
Abstract
Hydroelectric energy is a major source of renewable electricity in the world. The industry is continuously searching for ways to improve the efficiency and reliability with which it produces energy. A method based on subtractive clustering of historical data, to develop fuzzy rule-based systems for optimal hydroelectric energy generation allocation for a hydropowerplant is proposed in this paper. The applicability of this modeling approach is demonstrated by a study on the cascaded hydropowerplants on Somes River in Romania. The optimal planning of energy generation is determined on total demand of energy production for entire hydropowerplants cascade, water storage stage, and reservoir inflows. Two fuzzy systems, FEA1, encapsulating information only about the hydropowerplant under consideration, and FEA2, encapsulating information about all the cascaded hydropowerplants, are developed. Both fuzzy models was able to model, with good results, the optimal operation of the considered hydropowerplant, with a plus for FEA2 that provides more accurate results in the testing data set.
Authors and Affiliations
Gabriel OLTEAN, Mihaela GORDAN, Emilia ŞIPOŞ, Eugen STĂNCEL, Ovidiu DANCEA
Keywords
Related Articles
- EP ID EP113245
- DOI -
- Views 109
- Downloads 0
Study of the Decoding Complexity for Rateless Erasure Codes
Over the Internet, bit errors within the data packets translate into packet losses at the higher layers of the OSI model, yielding a packet erasure channel. Modern erasure correcting codes promise to offer a very simple...
Active Balancing Method For Battery Cell Equalization
The emerging need for more power has led to the development of series-parallel connected battery cells. Having a more complex system also brought with it new challenges. One of these is the problem of cell imbalance. Bal...
Exploring Fine Phonetic Detail for Romanian Text to Speech Synthesis
This paper presents several experimental results on the study of Fine Phonetic Detail (FPD) in order to create the basis of a computational model for prosody description in a system for Text To Speech (TTS) synthesis. Di...
Hardware Strategies for Image Processing in an FPGA Based Microarray Image Processing SoC
The present paper describes a System on a Chip for microarray image processing together with the steps of a microarray experiment integrated in the proposed system. The system’s reduced size and the hardware algorithms p...
Illustration Of Automatic Digital Synthesis For Camellia-128 Cipher Algorithm
Advances in the integrated circuit (IC) industry have enabled the integration of millions of transistors on a single chip. In these circumstances the task of the circuit designer is ever more demanding. Recent trends in...