PBL ACTIVITY Guided by:: Shubhangi Ingale T E A M Aniket Gangode F20111038 Aditya Shinde F20111065 Tejas Rajput F20111060
INDEX -IDEA -PROBLEM STATEMENT 2 -INTRODUCTION 1 -OBJECTIVE 4 -ADVANTAGES AND DISADVANTAGES5 -MOTIVATION 3 -CONCLUSION FUTURE SCOPE ,REFERENCE
IDEA : Fire Detecting Device Did you know that around 70,072 wildfire cases occurs per year? It is not difficult to detect wildfire when it is just size of water drop when started.Hence no special effforts are made,so here is the special gadget invented to dectect fire and give the alert signals .
Problem Statement L oss of biodiversity and extinction of plants and animals. L oss of wildlife habitat and depletion of wildlife. L oss of natural regeneration and reduction in forest cover. Global warning Wildfires are an uncontrollable disaster which cause damages at large scale as well as endanger the nature ● ● ● ●
Forest Fires – Algeria and Nepal (2021)
Introduction Wildfires are one of the biggest catastrophes faced by our society in todays day causing irrevocable damages. This forest fires can be sometimes man-made but surely caused by nature due to unfavourable whether conditions. These fires causes damages not only to the environment but they also destroy vast homes and property. Hence we are with a solution for these by inventing the device which we named detective camera. It analysis the fire , detect it and gives the alarm signals.
This is the title for section E
Objective Promote a Fire Use program in a safe and cost-effective manner consistent with resources and ecological values. Educate the public regarding the role of fire as a natural disturbance mechanism that regulates the damage at large scale. Protect important scientific, cultural, historic, prehistoric, and scenic resources, private lands, and visitor, administrative, and other facilities/structures by preventing wildfire. Protect life, property, and other identified resources in need of protection.
Advantages of Detective Camera As far as detective cameras is a wireless system it they are much easier to install compare this to a wired system. G reat advantage of a wireless detective camera is that it operates off of a battery. This frees up a wall outlet and you can feel safe knowing the system will still work in the event of a power outage. The major benefit is the early detection of fire. The earlier the fire gets detected, the faster the firefighters will be informed and further, they’ll work to stop it. A fire alarm system provides spectator with 24/7 protection all through the day. The entire forest is monitored when you are away and also at night when you are fast asleep.
Disadvantage of Detective Camera Detective camera has a limited range of detection of fire so large number of cameras will be required to cover whole forest. Wireless fire alarm systems don’t connect directly to the telephone lines, instead they are linked to the fire departments, so the response to an emergency could be slower as a result. However, because of their high sensitivity program, their may be chances of false alarm from harmless transient levels of fire or sometimes due to color similarities.
Motivation Property Damage: The principal motivation of detective camera installation is to prevent the fire from happening before it results in the central damage. Quick Information: In case when wildfire just started, the experts will be informed quickly. Hence quick action will be taken and no tension of spreading the fire. 24/7 Protection: Almost complete forest is under observation of spectator by the help of detective camera so not a single chances of wildfire is to be pretended. Employee protection : With the best fire detector installation, you make your employees ready to screen and work the system. In case of wildfire accident they must leave the place securely as soon as possible.
Conclusion Using smart cameras you can identify various suspicious incidents such as collisions, medical emergencies, and fires. Of such, fire is the most dangerous abnormal occurrence, because failure to control it at an early stage can lead to huge disasters, leading to human, ecological and economic losses. Inspired by the great potential of CNNs, we can detect fire from images or videos at an early stage. This article shows two custom models for fire detection. Considering the fair fire detection accuracy of the CNN model, it can be of assistance to disaster management teams in managing fire disasters on time, thus preventing huge losses.