A lifesaving invention that prevents human stampedes Nilay Kulkarni

I was only nine

when my grandfather first described to me
the horrors he witnessed six years earlier

when human stampedes killed 39 people

in our hometown of Nashik, India.

It was during the 2003 Nashik Kumbh Mela,

one of the world’s largest
religious gatherings.

Every 12 years,
over 30 million Hindu worshippers

descend upon our city –

which is built
only for 1.5 million people –

and stay for 45 days.

The main purpose
is to wash away all their sins

by bathing in the river Godavari.

And stampedes may easily happen

because a high-density crowd
moves at a slow pace.

Apart from Nashik, this event happens
in three other places in India,

with varying frequency,

and between 2001 and 2014,

over 2,400 lives have been lost
in stampedes at these events.

What saddened me the most

is seeing people around me
resigning to the city’s fate

in witnessing the seemingly
inevitable deaths of dozens

at every Kumbh Mela.

I sought to change this,

and I thought, why can’t I try
to find a solution to this?

Because I knew it is wrong.

Having learned coding at an early age
and being a maker,

I considered the wild idea –

(Laughter)

[Makers always find a way]

I considered the wild idea
of building a system

that would help regulate
the flow of people

and use it in the next Kumbh Mela in 2015,

to have fewer stampedes
and, hopefully, fewer deaths.

It seemed like a mission impossible,

a dream too big,

especially for a 15-year-old,

yet that dream came true in 2015,

when not only did we succeed

in reducing the stampedes
and their intensity,

but we marked 2015

as the first Nashik Kumbh Mela
to have zero stampedes.

(Applause)

It was the first time in recorded history

that this event
passed without any casualties.

How did we do it?

It all started when I joined
an innovation workshop

by MIT Media Lab in 2014

called the Kumbhathon

that aimed at solving challenges
faced at the grand scale of Kumbh Mela.

Now, we figured out to solve
the stampede problem,

we wanted to know only three things:

the number of people, the location,

and the rate of the flow
of people per minute.

So we started to look for technologies
that would help us get these three things.

Can we distribute radio-frequency tokens
to identify people?

We figured out that it would
be too expensive and impractical

to distribute 30 million tags.

Can you use CCTV cameras
with image-processing techniques?

Again, too expensive for that scale,

along with the disadvantages
of being non-portable

and being completely useless
in the case of rain,

which is a common thing
to happen in Kumbh Mela.

Can we use cell phone tower data?

It sounds like the perfect solution,

but the funny part is,

most of the people
do not carry cell phones

in events like Kumbh Mela.

Also, the data wouldn’t have been
granular enough for us.

So we wanted something that was real-time,

low-cost, sturdy and waterproof,

and it was easy to get
the data for processing.

So we built Ashioto,

meaning “footstep” in Japanese,

as it consists of a portable mat
which has pressure sensors

which can count the number
of people walking on it,

and sends the data over the internet

to the advanced data analysis
software we created.

The possible errors,
like overcounting or double-stepping,

were overcome using design interventions.

The optimum breadth of the mat
was determined to be 18 inches,

after we tested many different versions

and observed the average
stride length of a person.

Otherwise, people might step
over the sensor.

We started with a proof of concept
built in three days,

made out of cardboard and aluminum foil.

(Laughter)

It worked, for real.

We built another one
with aluminum composite panels

and piezoelectric plates,

which are plates that generate a small
pulse of electricity under pressure.

We tested this at 30 different
pilots in public,

in crowded restaurants,
in malls, in temples, etc.,

to see how people reacted.

And people let us run these pilots

because they were excited to see localites
work on problems for the city.

I was 15 and my team members
were in their early 20s.

When the sensors were colored,

people would get scared
and would ask us questions like,

“Will I get electrocuted
if I step on this?”

(Laughter)

Or, if it was very obvious that it was
an electronic sensor on the ground,

they would just jump over it.

(Laughter)

So we decided to design
a cover for the sensor

so that people don’t have to worry
what it is on the ground.

So after some experimentation,

we decided to use an industrial sensor,

used as a safety trigger
in hazardous areas

as the sensor,

and a black neoprene rubber sheet

as the cover.

Now, another added benefit
of using black rubber

was that dust naturally
accumulates over the surface,

eventually camouflaging it
with the ground.

We also had to make sure that the sensor
is no higher than 12 millimeters.

Otherwise, people might trip over it,

which in itself would cause stampedes.

(Laughter)

We don’t want that.

(Laughter)

So we were able to design a sensor
which was only 10 millimeters thick.

Now the data is sent
to the server in real time,

and a heat map is plotted,

taking into account
all the active devices on the ground.

The authorities could be alerted
if the crowd movement slowed down

or if the crowd density
moved beyond a desired threshold.

We installed five of these mats
in the Nashik Kumbh Mela 2015,

and counted over half a million people

in 18 hours,

ensuring that the data was available
in real time at various checkpoints,

ensuring a safe flow of people.

Now, this system, eventually,
with other innovations,

is what helped prevent stampedes
altogether at that festival.

The code used by Ashioto during Kumbh Mela

will soon be made publicly available,
free to use for anyone.

I would be glad if someone used this code

to make many more gatherings safer.

Having succeeded at Kumbh Mela

has inspired me to help others
who may also suffer from stampedes.

The design of the system
makes it adaptable

to pretty much any event

that involves an organized
gathering of people.

And my new dream is to improve,
adapt and deploy the system

all over the world to prevent loss of life
and ensure a safe flow of people,

because every human soul is precious,

whether at concerts or sporting events,

the Maha Kumbh Mela in Allahabad,

the Hajj in Mecca,

the Shia procession to Karbala

or at the Vatican City.

So what do you all think, can we do it?

(Audience) Yes!

Thank you.

(Cheers)

(Applause)

当我的祖父第一次向我描述
六年前他在我们的家乡印度纳西克

发生的人类踩踏事件导致 39 人死亡时,我才 9 岁

那是在 2003 年 Nashik Kumbh Mela 期间,

这是世界上最大的
宗教聚会之一。

每 12 年,
超过 3000 万印度教

信徒来到我们的城市——这座城市

只为 150 万人建造——

并停留 45 天。

主要目的

通过在戈达瓦里河中沐浴来洗去他们所有的罪孽。

踩踏事件很容易发生,

因为高密度人群的
移动速度很慢。

除纳西克外,这一事件还发生
在印度的其他三个地方,

频率不一

,在 2001 年至 2014 年期间,

超过 2,400 人
在这些事件中丧生。

最让我难过的

是看到我周围的人在每个
Kumbh Mela

目睹
数十人看似不可避免的死亡而

屈服于城市的命运。

我试图改变这一点

,我想,为什么我不能
尝试找到解决方案呢?

因为我知道这是错的。

在很小的时候就学习了编码
并成为了一名创客,

我考虑了一个疯狂的想法——

(笑声)

[创客总是想办法]

2015 年的下一个 Kumbh Mela,

减少踩踏事件,
并希望减少死亡人数。

这似乎是一项不可能完成的任务,

一个太大的梦想,

尤其是对于一个 15 岁的孩子来说,

但这个梦想在 2015 年实现了,

我们不仅成功

地减少了踩踏事件
及其强度,

而且我们将 2015 年标记

为第一个 Nashik Kumbh
Mela 的踩踏事故为零。

(掌声)

这是有记载的历史上第

一次没有人员伤亡。

我们是怎么做的?

这一切都始于我

在 2014 年加入麻省理工学院媒体实验室的一个

名为 Kumbhathon 的创新研讨会,该研讨会

旨在解决
Kumbh Mela 大规模面临的挑战。

现在,我们想出了
解决踩踏问题,

我们只想知道三件事

:人数、位置


每分钟人流的速度。

所以我们开始寻找
能够帮助我们获得这三样东西的技术。

我们可以分发射频令牌
来识别人吗?

我们发现

分发 3000 万个标签太昂贵且不切实际。

您可以使用
带有图像处理技术的闭路电视摄像机吗?

同样,对于这种规模来说太贵了,

还有
不便携


在下雨的情况下完全无用的缺点,

这在 Kumbh Mela 是很常见的
事情。

我们可以使用手机信号塔数据吗?

这听起来像是完美的解决方案,

但有趣的是,

大多数人

在 Kumbh Mela 这样的活动中不携带手机。

此外,数据
对我们来说还不够精细。

因此,我们想要实时、

低成本、坚固且防水的东西,

并且易于
获取数据进行处理。

因此,我们构建了 Ashioto,

在日语中意为“脚步”,

因为它由一个便携式垫子组成,该垫子
上有压力传感器

,可以计算
踩在上面的人数,

并通过互联网将数据发送

到我们创建的高级数据分析
软件。

使用设计干预可以克服可能的错误
,例如多算或双步计算

在我们测试了许多不同的版本

并观察
了一个人的平均步幅之后,确定垫子的最佳宽度为 18 英寸。

否则,人们可能会
踩到传感器。

我们从三天内完成的概念验证开始

由纸板和铝箔制成。

(笑声)

它确实奏效了。

我们
用铝复合板

和压电板建造了另一个,

它们是
在压力下产生小电流脉冲的板。

我们
在公共场所

、拥挤的餐厅
、商场、寺庙等场所对 30 个不同的飞行员进行了测试,

以了解人们的反应。

人们让我们运行这些试点,

因为他们很高兴看到当地人
为城市解决问题。

我 15 岁,我的团队
成员 20 岁出头。

当传感器被涂上颜色时,

人们会害怕
并会问我们诸如


如果我踩到它会触电吗?”之类的问题。

(笑声)

或者,如果很明显它是
地面上的电子传感器,

他们就会跳过它。

(笑声)

所以我们决定
为传感器设计一个盖子,

这样人们就不用
担心它在地面上是什么了。

所以经过一些实验,

我们决定使用工业传感器,

用作危险区域的安全触发器

作为传感器,

并使用黑色氯丁橡胶板

作为盖子。

现在,
使用黑色橡胶的另一个好处

是灰尘会自然地
积聚在表面上,

最终将其
与地面伪装起来。

我们还必须确保
传感器不高于 12 毫米。

否则,人们可能会被它绊倒,

这本身就会导致踩踏事故。

(笑声)

我们不想这样。

(笑声)

所以我们能够设计
出只有 10 毫米厚的传感器。

现在数据被
实时发送到服务器,

并绘制热图,

考虑到
地面上的所有活动设备。

如果人群移动速度减慢

或人群密度
超出预期阈值,当局可能会收到警报。

我们
在 2015 年的 Nashik Kumbh Mela 中安装了其中的五个垫子,

并在 18 小时内统计了超过 50 万人

确保数据
在各个检查站实时可用,

确保人流安全。

现在,这个系统最终
与其他创新

一起帮助
在那个节日完全防止了踩踏事件。

Ashioto 在 Kumbh Mela 期间使用的代码

将很快公开,
任何人都可以免费使用。

如果有人使用此

代码使更多的聚会更安全,我会很高兴。

在 Kumbh Mela 取得成功后,

我激励我去帮助
其他可能也遭受踩踏事故的人。

该系统的设计
使其适用

于几乎

任何涉及有组织
的人群聚会的活动。

我的新梦想是在世界各地改进、
调整和部署该系统

,以防止生命损失
并确保人员安全流动,

因为每个人的灵魂都是宝贵的,

无论是在音乐会还是体育赛事中,

阿拉哈巴德的 Maha Kumbh Mela

、麦加朝觐

、什叶派游行到卡尔巴拉

或梵蒂冈城。

那么大家怎么看,我们能做到吗?

(观众)是的!

谢谢你。

(欢呼声)

(掌声)