预测和缺口分析可再生能源在零能源碳建筑的整合:一个全面的书法测量和机器学习方法
Amirhossein Moshari1, Alireza Aslani2, Zahra Zolfaghari1
1Department of Renewable Energy and Environment, Faculty of New Sciences & Technologies, University of Tehran, Tehran, Iran.
Environmental science and pollution research international
|August 2, 2023
概括
这项研究分析了生物质和太阳能研究趋势,确定了有机光伏和藻类的差距. 未来的研究将专注于建筑中的可再生能源,以实现低碳排放.
科学领域:
- 能源科学 能源科学
- 可持续发展 可持续发展 可持续发展
- 材料科学 材料科学 材料科学
背景情况:
- 研究生物质和太阳能对低/零碳排放的当前和未来前景.
- 使用Scopus数据库中的已发表文章作为主要数据源.
研究的目的:
- 确定可持续建筑可再生能源技术的研究缺口和机会.
- 分析生物质和太阳能研究的演变和未来趋势.
主要方法:
- 使用VOS浏览器软件对Scopus的34,129篇文章进行高级图书识别分析.
- 使用谷歌专利进行专利分析.
- 机器学习可以预测能源和建筑的未来研究趋势.
主要成果:
- 确定了四个主要研究领域:可持续发展,经济/管理问题,方法/建模和可再生能源.
- 观察到第三代光伏 (有机半透明太阳能电池) 和藻类的研究缺陷.
- 机器学习预测,未来9%的能源文章将集中在建筑物上,其中四分之一用于可再生能源.
结论:
- 对于新的可再生能源技术来说,有很大的机会来创建低/零碳排放的建筑.
- 预计到2030年,可再生能源和建筑相关物品的使用率将会增加.
- 强调在能源领域开发和商业化下一代技术的潜力.
相关概念视频
Energy and Power Signals
338
In an electrical system with a resistor, voltage and current signals facilitate the measurement of power and energy across the resistor. For a continuous-time signal, the total energy over a time interval is defined as the integral of the square of the signal's magnitude over that interval. Mathematically, this is expressed as:
338
Energy Conservation and Bernoulli's Equation
9.0K
Applying the conservation of energy principle or the work-energy theorem to an incompressible, inviscid fluid in laminar, steady, irrotational flow leads to Bernoulli's equation. It states that the sum of the fluid pressure, potential, and kinetic energy per unit volume is constant along a streamline.
All the terms in the equation have the dimension of energy per unit volume. The kinetic energy per unit volume is called the kinetic energy density, and the potential energy per unit volume is...
All the terms in the equation have the dimension of energy per unit volume. The kinetic energy per unit volume is called the kinetic energy density, and the potential energy per unit volume is...
9.0K
Wind Turbine Machine Models
166
In the growing field of wind energy, incorporating wind turbine models into transient stability analysis is essential. Induction and synchronous machines are the primary models used, with induction machines being prevalent due to their simplicity and reliability.
Induction machines interact through the rotating magnetic field generated by the stator and the rotor. The key parameter is slip, which is the difference between synchronous speed and rotor speed relative to synchronous speed. Slip is...
Induction machines interact through the rotating magnetic field generated by the stator and the rotor. The key parameter is slip, which is the difference between synchronous speed and rotor speed relative to synchronous speed. Slip is...
166
Steps in Outbreak Investigation
152
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
152
Mechanical Efficiency of Real Machines
755
The mechanical efficiency of a machine is a fundamental concept that describes how effectively a machine can convert input work into output work. According to this concept, the efficiency of a machine is equal to the ratio of the output work to the input work. An ideal machine, meaning a machine that has no energy losses, has an efficiency of one. This implies that the input work and the output work are equal.
However, in reality, no machine can be truly ideal, and all of them experience some...
However, in reality, no machine can be truly ideal, and all of them experience some...
755
Electrical Energy
1.2K
Using electric appliances for a longer period of time consumes more electrical energy and results in a higher electric bill. The energy produced by the transfer of electrons from one point to another is known as electrical energy. If power is delivered at a constant rate, the electrical energy can be defined as the product of power used by the device for a period of time. The energy unit on electric bills is the kilowatt-hour, where one kilowatt-hour is equivalent to 3.6 × 106 joules.
1.2K


