Alok Kumar

The National Framework for Promoting Energy Storage Systems highlights the importance of storage systems in ensuring a continuous and reliable power supply and enhancing overall system reliability, and the government is providing substantial incentives for energy storage systems to lower the cost of decarbonization.

The critical role of the power sector both in meeting the energy demand for transforming India into a Viksit Bharat and for a successful journey to Net Zero by

Abstract Cardiovascular disease (CVD) is a collective term for disorders of the heart and blood vessels.

Welcome to the realm of divine blessings and spiritual enlightenment through the ancient ritual of Kaal Sarp Dosh Puja. Originating from the sacred city of Ujjain, this puja holds profound significance in Hindu spirituality.

Activity recognition is one of the significant technologies accompanying the development of the Internet of Things (IoT). It can help in recording daily life activities or reporting emergencies, thus improving the user’s quality of life and safety, and even easing the workload of caregivers. This study proposes a human activity recognition (HAR) system based on activity data obtained via the micro-Doppler effect, combining a two-stream one-dimensional convolutional neural network (1D-CNN) with a bidirectional gated recurrent unit (BiGRU). Initially, radar sensor data are used to generate information related to time and frequency responses using short-time Fourier transform (STFT). Subsequently, the magnitudes and phase values are calculated and fed into the 1D-CNN and Bi-GRU models to extract spatial and temporal features for subsequent model training and activity recognition. Additionally, we propose a simple cross-channel operation (CCO) to facilitate the exchange of magnitude and phase features between parallel convolutional layers. An open dataset collected through radar, named Rad-HAR, is employed for model training and performance evaluation. Experimental results demonstrate that the proposed 1D-CNN+CCO-BiGRU model demonstrated superior performance, achieving an impressive accuracy rate of 98.2%. This outperformance of existing systems with the radar sensor underscores the proposed model’s potential applicability in real-world scenarios, marking a significant advancement in the field of HAR within the IoT framework.

ANI file photo PATNA/GAYA: In a strong affirmation of the Constitution 's primacy amid claims by the opposition that BJP intends to “scrap” it

Hybrid vehicles are a stop-gap solution at best, and since we already have a robust electrical grid, EVs could be rolled out faster than hydrogen cars, which would need an entire ecosystem to be built from scratch.

In the vibrant landscape of global technology, India stands tall as a powerhouse for software development services. With a rich ecosystem of talent, innovation, and a commitment to quality, Software Development Company India are driving digital transformation across industries worldwide. In this article, we'll explore the unique strengths and advantages offered by these companies, making them preferred partners for businesses seeking cutting-edge software solutions.

Performance appraisal, a cornerstone of organizational management, serves as a mechanism for evaluating employee performance, setting goals, and determining rewards. However, when conducted poorly, appraisal processes can raise toxicity within the workplace, undermining morale, engagement, and productivity. In this comprehensive analysis, we delve into the intricate details of toxic appraisal practices perpetuated by bosses who fail to exhibit leadership qualities. Through a thorough examination of four key aspects—delegation, acknowledgment, impartiality, and promotion, we uncover the invasive impact of toxic appraisals on organizational dynamics.

Advancements in AI ethics and governance will play pivotal role in fostering trust, says Agarwal