Interval estimation in multivariate curve resolution by exploiting the principles of error propagation in linear least squares

Mani-Varnosfaderani, Ahmad; Park, Eun Sug; Tauler, Romà

doi:10.1016/j.chemolab.2020.104166

Cited by 3 publications

References 27 publications

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Smart power management strategy controlling domestic solar solutions in sub-Saharan countries

et al. 2023

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Limitations such as maximum power consumption during peak hours, scheduled load shedding and unplanned brownouts are problems of weak and stressed electricity grids. To compensate for such shortage of energy, the usage of renewable energies is a solution delivering increased reliability for consumers. Although sub-Saharan African countries suffer from unreliable grids, they benefit from large amounts of solar radiation throughout the year. Therefore, domestic solar systems including photovoltaic panels, battery storage and solar water heating are attractive solutions to supply affordable and reliable energy and hot water for consumers. However, to deliver the best management of the electrical loads in the face of unplanned brownouts, a smart power management strategy is required. Consequently, the proposed strategy relies on the predicted values of power generation and power consumption to autonomously control the system in both on-grid and off-grid modes. This method is evaluated using a case study relying on the measured electrical load and the hot water consumption data of a low-income house in Botswana. Results show that in addition to delivering sustainable support for the utility grid by decreasing the power consumption in peak hours, the proposed method reduces annual consumer electricity bill by 64% and increases the reliability of electricity supply from 95.5 to 99.5%. Thereby providing affordable and reliable solution to unreliable power supply due to stressed grids.

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Smart power management strategy controlling domestic solar solutions in sub-Saharan countries

et al. 2023

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Estimation of confidence intervals for quantitation of coeluted peaks in liquid chromatography–Photodiode array detection through a combination of multivariate curve resolution-alternating least-square and Bayesian inference techniques

Tamai

Noda

Yamamoto

2023

Journal of Chromatography A

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A Hybrid Multivariate Calibration Optimization Method for Visible Near Infrared Spectral Analysis

2021

2021 7th International Conference on Condition Monitoring of Machinery in Non-Stationary Operations (CMMNO)

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Interval estimation in multivariate curve resolution by exploiting the principles of error propagation in linear least squares

Cited by 3 publications

References 27 publications

Smart power management strategy controlling domestic solar solutions in sub-Saharan countries

Smart power management strategy controlling domestic solar solutions in sub-Saharan countries

Estimation of confidence intervals for quantitation of coeluted peaks in liquid chromatography–Photodiode array detection through a combination of multivariate curve resolution-alternating least-square and Bayesian inference techniques

A Hybrid Multivariate Calibration Optimization Method for Visible Near Infrared Spectral Analysis

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