The new solution encompasses run-time context extractor and optimizer.
Sebastian Scholze, Jose Barata, Dragan Stokic 2017, 'Holistic Context-Sensitivity for Run-Time Optimization of Flexible Manufacturing Systems',Sensorshttp://www.mdpi.com/1424-8220/17/3/455. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
This was coupled with a genetic algorithm optimizer.
I. Paraschivoiu, O. Trifu, F. Saeed 2009, 'H-Darrieus Wind Turbine with Blade Pitch Control', International Journal of Rotating Machineryhttp://dx.doi.org/10.1155/2009/505343. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
This paper proposes a new photovoltaic panel maximum-power-point optimizer based on a buck converter.
Veligorskyi Oleksandr, Husev Oleksandr, Shevchenko Viktor, Tytelmaier Kostiantyn,Yershov Roman, Kosenko Roman, Vinnikov Dmitri 2018, 'A novel hysteresis power point optimizer for distributed solar power generation',Electrical, Control and Communication Engineeringhttp://www.degruyter.com/view/j/ecce.2018.14.issue-1/ecce-2018-0002/ecce-2018-0002.xml?format=INT. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
The proposed adaptive control structure includes two optimizer processes that performgradient descent optimization.
Baris Baykant Alagoz, Gurkan Kavuran, Abdullah Ates, Celaleddin Yeroglu 2017, 'Reference-shaping adaptive control by using gradient descent optimizers.', PLoS ONEhttp://europepmc.org/articles/PMC5706737?pdf=render. Retrieved from PLOS CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
This paper has proposed a new composition plan optimizer with constraints based on genetic algorithm.
Mohammad AllamehAmiri, Vali Derhami, Mohammad Ghasemzadeh 2013, 'QoS-Based web service composition based on genetic algorithm', Journal of Artificial Intelligence and Data Mininghttp://jad.shahroodut.ac.ir/article_97_f7462c7ce4bf1d242d3541b625cf5037.pdf. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
We implement the framework in an originally designed and specifically developed simulator–optimizer software tool.
Rodrigo Mena, Enrico Zio, Fredy Kristjanpoller, Adolfo Arata 2013, 'Availability-based simulation and optimization modeling framework for open-pit minetruck allocation under dynamic constraints', International Journal of Mining Science and Technologyhttp://www.sciencedirect.com/science/article/pii/S2095268613000256. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Based on the self-learning module both context extraction and optimizer are continuously learning and improving their performance.
Sebastian Scholze, Jose Barata, Dragan Stokic 2017, 'Holistic Context-Sensitivity for Run-Time Optimization of Flexible Manufacturing Systems',Sensorshttp://www.mdpi.com/1424-8220/17/3/455. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)