Hong Peng – författare

An up-to-date and accurate discussion of spiking neural P systems in time series analysis

In Spiking Neural P Systems for Time Series Analysis, the authors explore the fundamentals and the current states of both spiking neural P systems and time series analysis and examine the application models of time series analysis. You’ll also find walkthroughs of recurrent-like, echo-like, and reservoir computing models for time series prediction.

The book covers applications in time series analysis such as financial time series analysis, power load forecasting, photovoltaic power forecasting, and medical signal processing, and contains illustrative photographs and tables designed to improve reader understanding.

Readers will also find:

Perfect for scientists, researchers, postgraduates, lecturers, and teachers, Spiking Neural P Systems for Time Series Analysis will also benefit undergraduate students interested in advanced techniques for time series analysis.

An up-to-date and accurate discussion of spiking neural P systems in time series analysis

In Spiking Neural P Systems for Time Series Analysis, the authors explore the fundamentals and the current states of both spiking neural P systems and time series analysis and examine the application models of time series analysis. You’ll also find walkthroughs of recurrent-like, echo-like, and reservoir computing models for time series prediction.

The book covers applications in time series analysis such as financial time series analysis, power load forecasting, photovoltaic power forecasting, and medical signal processing, and contains illustrative photographs and tables designed to improve reader understanding.

Readers will also find:

Perfect for scientists, researchers, postgraduates, lecturers, and teachers, Spiking Neural P Systems for Time Series Analysis will also benefit undergraduate students interested in advanced techniques for time series analysis.

• Clean energy technologies, such as biomass, solar, wind, geothermal, nuclear including SMRs, hydrogen, etc.

• Renewable energy resources to reduce the consumption of traditional fossil fuels

• Emerging technologies for renewable energy harvesting, conversion, and storage

• New concepts or devices for energy generation, conversion, and distribution

• Waste heat recovery and other industrial energy efficient technologies

• Energy education and energy regulation

• Scale-up, stability, and life-cycle analysis of energy technologies and improvement of existing energy-intensive processes

• Theory and simulation in energy harvesting, conversion, and storage

• Design, operation, and optimization of processes for energy generation (e.g., carbon capture) and conversion of energy carriers

• Energy efficiency improvement in process engineering (e.g., for biomass conversion and improved combustion) and electrical engineering (e.g., for power conversion and developing smart grids)

• Thermo-electric/electrolysis/photo-electrolysis/fundamentals of PV

• Emission control, CO2 capture, and conversion

• Carbon sequestration techniques

• CO2 and other greenhouse gas reduction metallurgy in ferrous (iron & steel making and forming), non-ferrous and reactive metals including critical rare-earth metals

• Sustainability and life cycle assessment of energy systems

• Thermodynamics and modelling for sustainable metallurgical processes

• ''Smart cool materials'' for urban heat island mitigation (such as cool roof infrared reflecting material, and low-temperature heat absorbers for use in air conditioner condensers - like ''endothermic materials'')

• Methodologies for reducing the cost of energy materials production

• Circular economy and developing resource efficiency model for cutting down the transport from remote places

• Materials extraction and processing steps for enhancing energy efficiencies in batteries, supercapacitors, and energy efficient cells

• Foundational industry (metals-alloys, chemicals, refractories, cement) and energy economy and role of mineral extraction

This collection presents papers from a symposium on extraction of rare metals from primary and secondary materials and residues as well as rare extraction processing techniques used in metal production. The collection covers the extraction of less common or minor metals including elements such as antimony, bismuth, barium, beryllium, boron, calcium, chromium, gallium, germanium, hafnium, indium, manganese, molybdenum, platinum group metals, rare earth metals, rhenium, scandium, selenium, sodium, strontium, tantalum, tellurium, and tungsten. It also includes rare metals of low-tonnage sales compared to high-tonnage metals (iron, copper, nickel, lead, tin, zinc, or light metals such as aluminum, magnesium, or titanium and electronic metalloid silicon). Rare metal processing covers bio-metallurgy, hydro-metallurgy, and electro-metallurgy while novel high-temperature processes such as microwave heating, solar-thermal reaction synthesis, and cold crucible synthesis of rare metals are also addressed. Also included in this collection is the design of extraction equipment used in these processes from suppliers as well as laboratory and pilot plant studies.

This collection is focused on industrial energy sustainability and CO2 management, including processes that improve energy efficiency and reduce or eliminate industrial GHG emissions. Topics address technology areas such as clean energy technologies, innovative beneficiation, smelting technologies, process intensification, as well as CO2 capture and conversion for industrial applications. Areas of interest include, but are not limited to:

·       Decarbonizing Materials Processing

·       Use of low carbon fuels, feedstock, and renewable energy resources for materials processing.

·       Emerging processes and techniques for industrial CO2 capture, conversion/upgrade

·       CO2 and other GHG reduction metallurgy in ferrous, non-ferrous and reactive metals processing, including rare-earth metals.

·       Energy Efficiency & Industrial Electrification

·       Electrification of industrial process heat and electrified production of energy carriers (e.g., hydrogen, ammonia)

·       Energy efficiency improvements for materials processing and smart manufacturing for optimized process control

·       System integration and thermal integration of process heat, waste heat recovery, and other technologies for industrial energy efficiency

·       Sustainability Analysis

·       Techno-economic life-cycle, resource efficiency and circular economy modeling of energy-intensive processes and associated material supply chains

·       The role of energy education and regulation in energy and materials sustainability

This collection is focused on industrial energy sustainability and CO2 management, including processes that improve energy efficiency and reduce or eliminate industrial GHG emissions. Topics address technology areas such as clean energy technologies, innovative beneficiation, smelting technologies, process intensification, as well as CO2 capture and conversion for industrial applications. Areas of interest include but are not limited to:

This volume presents papers from a symposium on extraction of rare metals from primary and secondary materials and residues as well as rare extraction processing techniques used in metal production. The collection covers the extraction of less common or minor metals including elements such as antimony, bismuth, barium, beryllium, boron, calcium, chromium, gallium, germanium, hafnium, indium, manganese, molybdenum, platinum group metals, rare earth metals, rhenium, scandium, selenium, sodium, strontium, tantalum, tellurium, and tungsten. It also includes rare metals of low-tonnage sales compared to high-tonnage metals (iron, copper, nickel, lead, tin, zinc, or light metals such as aluminum, magnesium, or titanium and electronic metalloid silicon). Rare metal processing covers biometallurgy, hydrometallurgy, and electrometallurgy while novel high-temperature processes such as microwave heating, solar-thermal reaction synthesis, and cold crucible synthesis of rare metals are also addressed. Also included in this collection is the design of extraction equipment used in these processes from suppliers as well as laboratory and pilot plant studies.