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Smart grid demand side management using hybrid combination of bat and firefly algorithm

A smart grid is the advanced power grid, and electricity demand is managed and controlled by it. The electricity demand is increased during the peak hours of the day. Thus, to fulfill the electricity demand either generate the extra electricity in the peak hours that increase the cost or reduce the load in the peak hours. The load during peak hours is reduced by adopting a demand-side management technique. These techniques reduce the generation cost, and the performance of the smart grid is improved. This paper provides proposed a new/latest approach known as a hybrid of BAT, and Firefly optimization is used to control the switching time of devices so that the overall load can be minimized. The experimental results are performed for different devices (3 and 5). The simulation results show that the proposed algorithm reduces the cost as compared to the original cost. In the last, we have compared the performance of the proposed algorithm over the existing Particle Swarm Optimization (PSO) algorithm and found that 47.02% and 36.48% cost reduction for 3 and 5 devices, respectively.

Published by: Kirtanpal Singh, Puneet Jain

Author: Kirtanpal Singh

Paper ID: V6I4-1377

Paper Status: published

Published: August 13, 2020

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Review Paper

Water demand prediction using Machine Learning

Water is one of the critical resource for sustainable economic and social development of a country. To maintain health & hygiene, energy & agricultural products, and the environment management water plays a key role. Water demand prediction is very much essential to analyze the requirement which indicates emergency state for water management decisions. The explores usage of water for dairy plants to understand the spatial and well as temporal patterns for future water requirements, to optimize the water demand estimation. It uses concept of Machine learning algorithms to compare and achieve an effective and reliable system for water prediction.

Published by: Disha A. P., Lahari T. K., G. Jananisri, Soniya R.

Author: Disha A. P.

Paper ID: V6I4-1375

Paper Status: published

Published: August 13, 2020

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Research Paper

A study on the effect of CBR value on the thickness of the pavement

Pavements are required for the smooth, safe, and systematic passage of traffic. Pavements are generally classified as flexible and rigid pavements. Flexible pavements are those which have low flexural strength and are flexible in their structural action under loads. Rigid pavements are those which possess noteworthy flexural strength and flexural rigidity.

Published by: K. Shreyas, Yathish G. D., Yashaswini G., Pavithra R., Shilpa Patil

Author: K. Shreyas

Paper ID: V6I4-1328

Paper Status: accepted

Submitted: August 13, 2020

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Research Paper

Approach to help choose right data warehousing tool for an enterprise

Data warehousing tool market space is currently filled with many tools each having its unique pros and cons making it very difficult for enterprises to make the choice of tool. The breadth of data warehousing has also moved beyond data integration, ETL, and presently encompasses data integration, data quality, master data management, metadata management, reference data management, big data Management. Enterprises expect the data warehouse tool providers to meet the requirements of all of these functionalities. This paper provides a point model approach using key performance indicators (KPI), Weightage and Scores to help choose the right data warehousing tool for enterprises.

Published by: Madhusudhan Reddy Sureddy, Prathyusha Yallamula

Author: Madhusudhan Reddy Sureddy

Paper ID: V6I4-1372

Paper Status: published

Published: August 13, 2020

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Research Paper

Candidate talent assessment through recommender systems using machine learning techniques

The world is moving towards complete automation where most of the systems are being automated, one of the examples of this trend is the automation of IT industry. The candidate recommender system helps in the selection of candidates for a company. The candidate recommender system looks into the various profile of the candidates chooses a Candidate whose profiles best matches that of the company and the job.

Published by: Swathi V., Suraksha S. Tasgaonkar, Shubhashri T. V., Prarthana T. V.

Author: Swathi V.

Paper ID: V6I4-1369

Paper Status: published

Published: August 13, 2020

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Research Paper

Understanding urbanization and urban flooding scenario in India

With the ever-growing development in our country and due to its organic growth throughout the years ban flooding has become a matter of serious problem in many of the cities of India. Urban flooding is the flooding of various zones and pockets of an urban fringe due to overflow of drainage lines, waterlogging scenarios, etc. which creates a situation where the water through precipitation is not able to seep down to the earth but rather remain on the surface creating a situation of a health crisis for all the residents of the society. Urban flooding is defined as not only increase in the water table at the river basin resulting in the submergence of the land area but also waterlogging scenarios due to undulating topography and geography of the place, lack of softscapes in the urban fringe, improper land use, exploitation of the drainage patterns, etc. Urban flooding not only effects the health conditions of the residents but also hinders the basic urban functions like transportation, electric supply, drainage supply, etc. creating an unhabitable urban environment. Flooding has resulted in the outbreak of many epidemics due to an increase in diseases and also creates non-availability of important medical services resulting in loss of lives alongside a loss of property. In India, improper disposal of solid waste also is a major cause of waterlogging. People here tend to throw their waste from their residences and working places in the stormwater drainage lines resulting in clogging and waterlogging which in turn results in the birth of many vector-borne diseases. After a devastating flood in the year, the 1953 government of India came to know about the seriousness of the problem and started created policies and planning measures to cope out with flooding scenarios in urban cities. In recent years, heavy precipitation in our country and poor drainage services has led to extreme flooding scenarios around the country. The stormwater drainage systems in our country were designed earlier but the overall increased rainfall intensity has overwhelmed the structure which often also does not work due to the poor maintenance of the drains resulting in blockages and clogging of water. Natural streams and watercourses have formed over thousands of years due to the forces of flowing water in the respective watersheds. The drainage lines in an urban fringe should have been widened as according to the increasing strain on the system and according to the widening of the roads but on the contrary. The volume of the stormwater drainage system has been greatly reduced due to the encroachments done by the people resulting in a flood situation whenever rainfall occurs. In the absence of a proper solid waste disposal system, people tend to throw away their garbage in the stormwater drain which further clogs the drains and decreases its capacity even further. Whenever the question of drainage appears in our country, we cite the examples of the well planned and organized gravity-based drainage system in the cities of the Indus valley civilization like Mohan-jo-Daro (now Pakistan) and Lothal (Gujrat). Such examples of organized drainage systems are not to be seen anywhere in our country in modern times. Few of the notable examples of flooding of the urban areas in India are the Hyderabad in 2000, Ahmedabad in 2001, Delhi in 2002 and 2003, Chennai in 2004, Mumbai in 2005, Surat in 2006, Kolkata in 2007, Jamshedpur in 2008, Delhi in 2009 and Guwahati and Delhi in 2010, Srinagar in 2014, Guwahati in 2014, Chennai in 2015, Hyderabad in 2016, Ahmedabad in 2017, Kerala in 2018. So the flooding scenario in our country occurs in a part or another every year due to excessive rainfall, human encroachment in the softscapes, and inefficient drainage lines with overwhelming pressure. The unorganized and improper land use planning in our cities has also created zones that are geologically and topographically in the high vulnerability of flooding which poses a large number of population and property at risk. Generally, socially and economically backward class of people is forced to live here which faces the flooding scenario in their localities in every monsoon season. Unorganized developments of ever-growing habitations near the water sources like rivers and watercourses have disturbed the natural water streams and their courses resulting in surface runoffs and waterlogging.

Published by: Thoudam Sudha, Rachit K. Pamnani, Sanjay Singh Jadon, Noopur Gupta

Author: Thoudam Sudha

Paper ID: V6I4-1360

Paper Status: published

Published: August 12, 2020

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