Forecasting Long-Term Electricity Consumption in …
This study aims to develop statistical and machine learning methodologies for forecasting yearly electricity consumption in Saudi Arabia.
This study aims to develop statistical and machine learning methodologies for forecasting yearly electricity consumption in Saudi Arabia.
Saudi Arabia's renewable goals. GlobaData's research indicates that Saudi Arabia is working hard towards producing substantial amounts of power from renewable sources, as well as playing an active role in developing clean technologies. The country aims to reduce its domestic consumption of fossil fuels and utilise greener resources for ...
Renewable energy aids in lowering carbon dioxide emissions, addresses fuel price volatility, and ensures energy supply security. This paper optimizes hybrid renewable energy systems for powering a large-scale desalination plant in Jubail, Saudi Arabia. It also investigates the feasibility of using such systems to supply power for the desalination process. Several …
Downloadable (with restrictions)! The objective of this study is to investigate the potentials of power generation and hydrogen production via solar and wind energy resources at different locations in the Kingdom of Saudi Arabia, namely; Dhahran, Riyadh, Jeddah, Abha and Yanbu. These locations represent the climatic conditions variety in the Kingdom with different solar …
(TWh).2 Saudi Arabia is the 14-largest electricity consumer in the world. Its consumption is similar to that of more populated countries (e.g., Mexico, whose 2019 population was 127.5 million, compared to 34.2 million for Saudi Arabia). It is also on par with more advanced economies (e.g., Italy, whose 2019 gross domestic product (GDP) was $2,151.4
Saudi Arabia has significant ambitions for alternative energy integration to support sustainability and to cover its high rates of energy consumption. CSP has considerable …
Saudi Arabia. To inform such efforts, we provide a comprehensive analysis of large-scale retrofit options for both new and existing buildings in terms of avoided energy consumption, power …
An electric grid is composed of control stations, generation centres, transformers, communication lines, and distributors, which helps in transferring power from the power station to domestic and ...
One of the methods that have been utilized in Saudi Arabia to harvest solar radiation is the Concentrated Solar Power (CSP) technology whereby solar radiation is first of all absorbed …
This paper provides an overview of the power sector in the Kingdom of Saudi Arabia (KSA) with the latest data and applies a retrospective modeling approach for its power …
The utilization of renewable energy to run desalination plants has enormously expanded in the last two decades. In this study, a grid-connected hybrid solar-wind system is proposed to power a small-scale Reverse Osmosis (RO) desalination unit.In a case study, the system's performance has been analyzed under the weather conditions of the Eastern …
Define housing prototypes to represent the residential building stock as detailed in the "Housing stock prototypes" section for the case of Saudi Arabia. (ii) Perform an optimization analysis to select a set of EE and RE measures that reduces the cost of the electricity demand while maximizing energy savings without affecting indoor thermal ...
The Kingdom of Saudi Arabia has launched ambitious plans to integrate alternative energy sources into the national grid, including 25 GW of concentrated solar thermal power (CSP).
This study aims to develop statistical and machine learning methodologies for forecasting yearly electricity consumption in Saudi Arabia. The novelty of this study include (i) determining significant features that have a considerable influence on electricity consumption, (ii) utilizing a Bayesian optimization algorithm (BOA) to enhance the model's hyperparameters, …
Kingdom's natural gas market in all its components through the framework illustrated in Fig. 10, with Region A representing Saudi Arabia's energy market equilibrium for power generation and Region ...
In Saudi Arabia, air conditioning to cool indoor spaces accounts for over 70% of electricity consumption, and about 40% of the total annual electricity consumption in the Kingdom (El Khoury, 2012 ...
The Kingdom of Saudi Arabia has launched ambitious plans to integrate alternative energy sources into the national grid, including 25 GW of concentrated solar thermal power (CSP). There are several options available for the design …
Therefore, optimization analysis should be done on the solar multiple and the size of TES to achieve the lowest possible LCOE and the highest Capacity Factor for the power plant [48]. The DNI, which impacts the size of the solar field, is an essential factor that must be considered while designing CSP plants.
Thus, solar energy is a good and cheap source of energy in Saudi Arabia. In addition, Saudi Arabia has a vast land area and reasonable wind speed variations, making wind energy a potential source of energy. Hybrid power systems, which incorporate two or more renewable energy sources, are an attractive and promising alternative to fossil fuel.
In line with ISO 50001:2018 Program, SOfPD launched around 10 initiatives to reduce the consumption of energy in Safaniya, Zuluf, and Marjan Area. These initiatives resulted in …
The objective of this study is to investigate the potentials of power generation and hydrogen production via solar and wind energy resources at different locations in the Kingdom of Saudi Arabia ...
On the Potential Impacts of Smart Traffic Control for Delay, Fuel Energy Consumption, and Emissions: An NSGA-II-Based Optimization Case Study from Dhahran, Saudi Arabia September 2020 ...
The Kingdome of Saudi Arabia has a 10% annual growth in energy consumption, 75% of energy consumed is by built environment, and 50% of that energy is consumed by Residential Sector.
Forecasting Long-Term Electricity Consumption in Saudi Arabia Based on Statistical and Machine Learning Algorithms to Enhance Electric Power Supply Management February 2023 Energies
system (PvDHS) for usage as a power source in Yanbu, Saudi Arabia. A number of previous studies described in this section were done in Saudi Arabia, but none were done in this location. Measured local climate data fed to HOMER software is used to simulate and optimize stand-alone photovoltaic-diesel hybrid systems.
The study analysed the impact of domestic and international fuel prices on the power sector market of the Kingdom of Saudi Arabia under cost minimisation and environmental impact minimisation ...
6 Electricity consumption is increased from about 199.6 billion kWh in 2009 to about 272.8 billion kWh in 2014, an average annual growth rate of 6.4% as shown in Figure 3.
Despite being one of the highest per-capita motor gasoline consumption countries, Saudi Arabia is taking proactive measures to shift towards a more sustainable transportation system. ...
The Saudi Arabia power market research report discusses the power market structure of Saudi Arabia and provides historical and forecast numbers for capacity, generation, and consumption up to 2035. Detailed analysis of the country's power market regulatory structure, competitive landscape, and a list of major power plants are provided.
Saudi Arabia has a critical need for a resilient waste system and agile waste management system to control its municipal solid waste quickly and environmentally friendly for achieve Saudi Vision 2030.
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