... on the application requirement, such as Wi-Fi, Bluetooth, ZigBee ( Karunarathne et al., 2018 ), and LTE-4G and 5G networks ( Li et al., 2018 ). The fourth component is data storage, which facilitates data collection management from sensors, and since a huge amount of data are collected from...

.... These are assessed with half of the total score. Data management is partially included (organizing collected data in a table is required and usually half of points for experimental part is deducted if the table is inadequate or missing). Graphing data is the objective of task c. Comprehension is tested in d and e...

... – 1063 ( 2019 ). 10.1016/j.energy.2019.05.044 Zheng , Y.   et al. , “ Data-driven robust optimization for optimal scheduling of power to methanol ,” Energy Convers. Manage.   256 , 115338 ( 2022 ). 10.1016/j.enconman.2022.115338 ...

...References References Abubakar , I. , Khalid , S. N. , Mustafa , M. W. , Shareef , H. , and Mustapha , M. , “ Application of load monitoring in appliances’ energy management—A review ,” Renewable Sustainable Energy Rev.   67 , 235 – 245 ( 2017 ). 10.1016/j.rser...

.... , Pixton , D. S. , and Pink , A. P. , “ Multivariate control for managed-pressure-drilling systems by use of high-speed telemetry ,” SPE J.   21 , 459 – 470 ( 2015 ). 10.2118/170962-PA Bangi , M. S. F. , Kao , K. , and Kwon , J. S. I. , “ Physics-informed neural networks...

...., 2003 ), the maximization of net present value ( Brouwer et al., 2004 ; and Jansen et al., 2009 ), optimization of water management in the shale oil and gas production process ( Gao and You, 2014 , 2015 ; Elsayed et al., 2015 ; and Lira-Barragán et al., 2016...

...References References AIP , ( 2018 ), see https://www.aip.org/statistics/reports/beyond-representation-data-improve-situation-women-and-minorities-physics-and . Anteneodo , C.   et al. , Phys. Rev. Phys. Educ. Res.   16 ( 1 ), 010136 ( 2020 ). 10.1103/PhysRevPhysEducRes.16.010136...

...References References Abbassi , R. , Abbassi , A. , Heidari , A.   et al. , “ An efficient salp swarm-inspired algorithm for parameters identification of PV cell models ,” Energy Convers. Manage.   179 , 362 – 372 ( 2019 ). 10.1016/j.enconman.2018.10.069 Achouby , H...

... – 1063 ( 2019 ). 10.1016/j.energy.2019.05.044 Zheng , Y.   et al. , “ Data-driven robust optimization for optimal scheduling of power to methanol ,” Energy Convers. Manage.   256 , 115338 ( 2022 ). 10.1016/j.enconman.2022.115338 It is worth noting that due to the large amount of the data...

... ), 5588 – 5601 ( 2019 ). 10.1021/acs.iecr.8b05995 Bao , A. , Gildin , E. , Narasingam , A. , and Kwon , J. S. , “ Data-driven model reduction for coupled flow and geomechanics based on DMD methods ,” Fluids   4 ( 3 ), 138 ( 2019 ). 10.3390/fluids4030138 Bhadriraju , B...

... the AC configuration. Besides, the management, control, and operations are relatively complicated compared with the other two configurations. In summary, the standalone systems have various advantages such as low maintenance and upkeep costs, cleanliness, expandable capacity, and being environmentally...

... the sunflower Optimization (SFO) algorithm. The characteristics of I–V and P–V were verified by the measured data at different temperatures and solar irradiation. The results show that the simulation results are in good agreement with the measured data. SFO is a new metaheuristic algorithm that excites...

.... Eng.   134 , 106696 ( 2020 ). 10.1016/j.compchemeng.2019.106696 Bikmukhametov , T. and Jäschke , J. , “ Combining machine learning and process engineering physics towards enhanced accuracy and explainability of data-driven models ,” Comput. Chem. Eng.   138 , 106834 ( 2020...

... system, 2017 ). Data management: The data collected from networked devices need to be saved, analyzed, and shown in real-time ( Cyber-physical system, 2017 ). Privacy: Because CPS controls a considerable amount of data, including sensitive information such as health, gender, religion, and many...

... shortages. The reliability and stability of the stand-alone PV system depend on the meteorological environment, load, and other factors. Thus, it is often necessary to install energy storage and management equipment to ensure consistent supply. Figure 7.5 depicts several examples of a stand-alone PV...

..., and maybe even data analytics. Thus, they will bring to their study of simulation analysis, and experimentation in physics some preconceived idea about how to use these skills in physics. We need to learn more so that we can build on their previous learning when appropriate and facilitate change when...

... and a lecture theater, resulting in 37 percent energy savings compared to the conventional building management system control ( Yang et al., 2020 ). In another study, an MPC was developed and applied to a low-energy office building, resulting in 35 percent heating energy demand savings compared...

...) . It permits the display of real-time PV parameters on a mobile or a computer remotely. In Hamied et al. (2018) , the authors developed a low-cost PV monitoring system based on the IoT technique. The measured PV module data can be managed remotely. A real-time monitoring system based on ZigBee and 4G...

..., then the GTAs are coached and given feedback, and the support slowly fades as the GTAs gain more experience. In its earliest conception, their program resulted in GTAs who were confident in their ability to teach, effective in structuring and managing group problem solving and felt that they were contributing...