Artificial intelligence techniques improvements

Thermoeconomics uses results from the synthesis, cost analysis, and simulation of thermal systems and provides useful information for the evaluation and optimization of these systems as well as for the application of artificial intelligence techniques to improve the design and operation of such systems. 

The JOYO operation and maintenance support systems ensure more stable operations and improve operational reliability. Artificial intelligence techniques [15] have been applied to develop these systems. One system objective is to support intelligent decision making by the operators and maintenance engineers, and another is to conduct skill-based and rule-based operator actions automatically. With proper instructions and guidance from the support system, the JOYO operators can make better decisions and carry out necessary actions with more confidence and less mental pressure. 

Even though technological advances might Improve the resolution of some of our Instrumentation, miniaturization itself will only complicate our ability to characterize devices In the future. Artificial intelligence and expert systems appear to have an excellent potential for enhancing our problem solving ability. It Is expected that with proper development, this tool could become an essential Item In the microanalyst s repertoire of techniques In tomorrow s technology. 

Recovery Computer systems may apply techniques of artificial intelligence (Al) (e.g., fuzzy rules, knowledge-based logic, neural networks) to improve the quality of activities. For example, a robot system may be recovered automatically from error conditions through decisions made by AI programs. 

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