Abstract
| Original language | English |
|---|---|
| Qualification | Doctor Degree |
| Awarding Institution |
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| Supervisors/Advisors |
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| Award date | 26 May 1995 |
| Place of Publication | Espoo |
| Publisher | |
| Print ISBNs | 951-38-4768-3 |
| Publication status | Published - 1995 |
| MoE publication type | G5 Doctoral dissertation (article) |
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Keywords
- control systems
- fuzzy control
- software development
- theses
- fuzzy logic
- software engineering
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A software engineering approach to the development of fuzzy control systems : Dissertation. / Isomursu, Pekka.
Espoo : VTT Technical Research Centre of Finland, 1995. 143 p.Research output: Thesis › Dissertation › Collection of Articles
TY - THES
T1 - A software engineering approach to the development of fuzzy control systems
T2 - Dissertation
AU - Isomursu, Pekka
PY - 1995
Y1 - 1995
N2 - We examine the development process of fuzzy control software from the software engineering point of view. We propose an approach to the development of fuzzy logic controllers (FLCs) that makes their industrial exploitation easy and efficient. We base our approach on the assumption that the development process as well as its outcome should be intelligible to the human experts who create or use the FLC. The proposed approach consists of three views of the FLC software development process: development model, development methods and tools, and design parameters. For each view, methodology is proposed and constructed that helps the development of FLCs for industrial use. This methodology includes a detailed model of the FLC software development process, methods for the tuning of FLCs, a development tool, and designs of FLCs that make their structure intelligible. Using the proposed methodology we have managed to successfully implement various industrial FLCs. Some of them are discussed in detail in this thesis.
AB - We examine the development process of fuzzy control software from the software engineering point of view. We propose an approach to the development of fuzzy logic controllers (FLCs) that makes their industrial exploitation easy and efficient. We base our approach on the assumption that the development process as well as its outcome should be intelligible to the human experts who create or use the FLC. The proposed approach consists of three views of the FLC software development process: development model, development methods and tools, and design parameters. For each view, methodology is proposed and constructed that helps the development of FLCs for industrial use. This methodology includes a detailed model of the FLC software development process, methods for the tuning of FLCs, a development tool, and designs of FLCs that make their structure intelligible. Using the proposed methodology we have managed to successfully implement various industrial FLCs. Some of them are discussed in detail in this thesis.
KW - control systems
KW - fuzzy control
KW - software development
KW - theses
KW - fuzzy logic
KW - software engineering
M3 - Dissertation
SN - 951-38-4768-3
T3 - VTT Publications
PB - VTT Technical Research Centre of Finland
CY - Espoo
ER -