A neural network based approach to predict high-voltage Li-ion battery cathode materials

A neural network based approach to predict high-voltage Li-ion battery cathode materials.This paper introduces the concept of using Artificial Neural Network (ANN)techniques for predicting electrochemical potential of cathode materials in combination with first-principles based quantum mechanical calculations. The proposed method can be used to predict the Lithium ion battery voltage if a new material is chosen as cathode.

Lithium-ion battery supply chain: enabling national electric vehicle and renewables targets

Energy storage will play an important role in the Government of India’s efforts to meet the ambitious targets with regards to electric mobility and renewable energy. Among the different types of storage technologies, lithium-ion battery (LIB) is considered to be the best suited for electric vehicles (EVs). LIBs can also address intermittency problems in renewable energy integration with the grid. It is estimated that 13.8 GWh of battery capacity is required by 2020 for the EV sector and 15 GWh battery capacity is needed for grid storage requirements.

Whither Nuclear Power?

India is targeting an ambitious GDP growth rate of 8 per cent and for that the power sector needs to grow in tandem.This paper makes an assessment of the potential for capacity addition from various energy sources such as coal,natural gas, hydro, wind and biomass and concludes that these sources will be found wanting in closing the gap between desired growth and business as usual growth. In this background, the recent India-US declaration on cooperation in nuclear power provides an opportunity for accelerated growth.

Scoping technology options for India's oil security: Part I - ethanol for petrol

Crude oil prices recently crossed US$ 75/bbl, fuelling serious concerns whether India’s rapidly expanding economy can sustain a high and growing level of crude imports There are also serious concerns of global warming from burning of fossil fuels .It may be time for India to explore options which can substitute petrol and diesel and are climate-friendly In a series of two articles, we examine a few such technology and policy options Part I focus on options for substituting petrol by ethanol from sugarcane: molasses, sugarcane juice and cellulose (bagasse) Part II analyses options for diesel

Harnessing Waste Heat for Power Generation in Karnataka

The policy note examines the existing status of Waste Heat Recovery (WHR) technology in Karnataka and potential uptake in near future. As the fifth most industrialized Indian state, Karnataka's cement, iron and steel sectors consume 28% of the state's total power (as of 2016) and is expected to be in the same range by 2030 as well.