Welcome to the Industrial Automation website!

NameDescriptionContent
XING-Automation
E-mail  
Password  
  
Forgot password?
  Register
当前位置:

Titan implosion: Is artificial intelligence the future of deep-sea exploration?

F: | Au:佚名 | DA:2023-11-21 | 747 Br: | 🔊 点击朗读正文 ❚❚ | Share:

In June, the submersible Titan, carrying five sightseers to see the wreck of the Titanic, exploded thousands of meters below the ocean's surface, highlighting why humans know more about the surface of other planets than the depths of Earth's oceans.

Oceans cover more than 70 percent of the Earth's surface. However, as the Titan disaster showed, this underwater world is a challenging place to explore. It's a vast space. The deepest point underwater, the Challenger Deep in the Pacific Ocean, is 11,000 meters deep, higher than Mount Everest.

Light can't penetrate so deep. Still, this little-known world is crucial to the planet's future. The ocean is closely linked to the Earth's climate, and a better understanding of the ocean could provide potential solutions to climate change. In addition, new species of plants and animals are being discovered in the deep sea.

The seabed is also home to battery metals such as cobalt, copper and manganese, which are critical to the planet's clean energy transition. Despite warnings from environmentalists about damage to fragile Marine ecosystems, the deep-sea race continues, with companies and countries looking to the seabed for resources.

The Norwegian government wants to open up an area of the seabed larger than Germany for mining. India, which in August became the first country to land a spacecraft near the moon's South Pole, announced a mission called "Samudrayaan" (Sanskrit for "sea vehicle") that aims to sail a submersible capable of carrying three people to a depth of 6,000 meters by 2026. And China is building an icebreaker with a submersible designed to reach and explore the Arctic seabed.

Is it too dangerous to explore these depths? Where does technology stand? What's next for the submersible?


Short answer: Even after the Titan disaster, underwater exploration will likely continue. However, small submersibles, often unmanned and powered by artificial intelligence, could be the future, using new technology to charge underwater and operate continuously for months or even years. But there are still some technical hurdles before we can get there.

Uncharted depths

Despite decades of scientific and technological advances that have enabled humanity to send exploration missions to distant planets, only about 25 percent of Earth's ocean floor has been mapped to date.

Still, it represents a significant shift, with only 6% of the seafloor mapped by 2017.

"So we've seen a huge acceleration in the last few years," said Jamie McMichael-Phillips, director of the Seabed 2030 project, which aims to map the entire ocean floor by 2030. Still, there is a long way to go."

Seabed 2030 does not normally map itself. It searches the archives of governments, research institutions and companies for unpublished maps of the ocean floor. Among other things, it is trying to convince other ships to use sonar systems to map the ocean floor and share data with them.

Sonar is an ancient technology, first invented in the 1910s. It uses sound waves to determine what's going on underwater and what the ocean floor looks like. With this technology, surface ships can map even the deepest parts of the ocean. The Seabed 2030 initiative turns such data into maps and makes them public.

"A range of ocean processes depend on the shape of the ocean floor, and we need this information to better understand climate change and biodiversity issues," McMichael Phillips said.

The challenge with this process is that it is slow and time consuming. A ship full of crew would need to travel the world and scan the ocean floor using sonar.

"It's a very, very slow process," McMichael Phillips said. "The game changer is going to be driverless technology, where you can operate boats almost 24 hours a day, seven days a week, without anyone on board."

Artificial Intelligence is the future

That's why Marine researchers have high hopes for AI. Ships such as submersibles operating autonomously could take up a lot of the manpower needed to explore vast oceans.


Helge Renkewitz, a researcher at the Fraunhofer Institute in Germany who studies underwater robots, said: "When you need to examine specific objects, such as the base of an offshore wind turbine, remotely operated underwater vehicles controlled by a human pilot work very well. But if you want to explore large areas of the ocean floor, autonomous submersibles are the future."

Autonomous submersibles powered by artificial intelligence will minimize the risk to human life from deep-sea exploration and be able to map the ocean floor faster. But the researchers' ideal goal is to go one step further and build submersibles that can explore indefinitely, thus speeding up the process of scanning the deepest parts of the Earth.

Renkewitz says this is difficult because there are some engineering challenges in the deep sea.

First, saltwater is corrosive, which makes it difficult for submersibles to survive intact for long periods of time, unless they are made of high-tech materials such as titanium steel. And then there's the pressure. The deeper the water, the greater the pressure on the object. This was fatal for the "Titan" submersible.

"At the depth of the Titanic, nearly 4,000 meters down, a ship was subjected to 5,689 pounds (2,580 kilograms) of pressure per square inch," Lenkewitz said. That's 400 times the average pressure we experience at sea level.

In addition, autonomous submersibles face challenges when navigating deep underwater.

On the surface, autonomous submersibles can use sensors to look around and recognize things. It can also rely on precise satellite positioning systems such as GPS. Autonomous submersibles do not have these luxury features.

Because the light from deep in the ocean is insignificant, it can only see very close to itself. Sonar can help it see further, but it can only detect objects in very specific directions. On top of that, the lack of satellite connectivity underwater makes it difficult for the submersible to find its position. Researchers use complex calculations to track the spacecraft's position, but these aren't always accurate.

"There's always an error rate with these location estimation algorithms," Lenkewitz says. The longer you spend underwater, the worse the errors. After just a few hours, you could be hundreds of meters away from where you think you are, depending on the quality of the sensor."

Continuous exploration

Another challenge for long-term submersibles is energy. These submersibles need electricity to operate, but underwater, there is no obvious power source available. Paul Kula, a professor of ocean engineering at Texas A&M University, said that solving this problem will be one of the keys to exploring the deep sea more deeply.

"Our dream is to have a permanently operational vehicle that uses renewable energy to monitor the ocean and keep us informed of any changes," he added.

Some submersibles are already taking steps to realize this vision. Underwater gliders absorb water to make them glide downward, then release water again to lift themselves up and control themselves with their wings. In this way, they can float up and down on the ocean for months. But even then, they are ultimately limited by battery life.

To overcome this, there are several options. Although the sun does not penetrate deep into the surface, autonomous submersibles can periodically surface to store energy before sinking again. But Kula said the small size of the submersible would limit the amount of solar energy it could collect.

Another scenario the researchers are considering is floating charging stations across the ocean, where submersibles can dock and recharge. What's the problem? This requires a high start-up investment.

"The initial uptick was very slow," Kula notes. You need an Elon Musk-type figure to make this happen and standardize the Marine charging connector."


Another option is to use ocean currents or hydrothermal vents on the ocean floor, although these are not always available everywhere. Kula is also developing a system that uses the thermal difference between water at different depths to generate energy. In this way, the submersible can move up and down in the water and generate the power needed to sustain itself.

Getting any such machine to work in harsh ocean conditions is not easy. Still, Kula is optimistic.

"The timing seemed right," he said. Interest and funding continue to grow, and technology continues to advance. That being said, if we funded deep-sea exploration the way we fund space, we'd already be much further along."


  • Woodward Micronet 5453-279 Rev E Chassis Rack for TMR Control
  • Alcatel-Lucent KFA632 WMOTBUKLAA 10G Optical Interface Carrier
  • Alcatel-Lucent 9500-MPR ODU MPT-HC V2 3DB20474BAAB04 23GHz Microwave Radio
  • Alcatel-Lucent KFA720 WMOTCMVLAB SFP/XFP Optical Interface Carrier
  • Alcatel-Lucent 3AL00114AB Universal Interface Module
  • Alcatel-Lucent BBG9 S1:1 OHCTL Optical Hardware Control Module
  • Alcatel-Lucent FB16401-A-I03 GTD-5 Analog Master/Slave Control Board
  • Alcatel-Lucent MCR1721B Control Module
  • Alcatel-Lucent 9500-MPR 3DB20547ACAA01 ODU MPT-HC 11GHz Microwave Radio
  • Alcatel-Lucent 3HE01014AAAA02 Interface Module
  • Alcatel-Lucent 244-2091-005 High Density Digital Line Card V1.5
  • Alcatel-Lucent LAMBDAXTREME WWAA36 Optical Amplifier Module
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 6GHz 2P-2 Radio 3DB20444BAAA05
  • Alcatel-Lucent 9500-MPR ODU MPT-HC V2 9558HC MPT-XP 6GHz 3DB20442BBAA02
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 23GHz 3DB20476ABAA01 Microwave Radio
  • Alcatel Lucent 3HE01019AAAA01 Module
  • Alcatel CPU5 3BA23071 PCB Card with IO2 3BA23050 Set
  • Alcatel-Lucent 9500-MPR ODU MPT-HC V2 9558HC 6GHz 3DB20443BBAA02
  • Alcatel Lucent 500-1113-211 Rev H Channel Bank Assembly
  • Alcatel Lucent 89-0419-B-2 BA9ATS0FAB Frontal Compute Module
  • Alcatel-Lucent LambdaXtreme 1625 WWAF31 Optical Amplifier CP Module
  • Alcatel Z24 3BA53065 Analog Extension Card 3BA52065 AAAA KAZZB-01
  • Alcatel 3EH08263AAXX000448 OmniPCX Office Large PBX System
  • Alcatel Lucent VSEM-C 3FE62453 XA VAUCAJZKAA 7330 DSLAM Line Card
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 3DB20432BAAA04 18GHz Microwave Radio
  • Alcatel-Lucent 9500-MPR ODU MPT-HC 3DB20546ACAA01 11GHz Microwave Radio
  • Alcatel-Lucent 3DB04823AAAA Circuit Board
  • Alcatel-Lucent 3DB04530AAAA Circuit Board
  • Westell MDIU Modular DAS Interface Unit CS21-005-105Q
  • Alcatel-Lucent 90-0423-01 Control Card
  • Alcatel-Lucent 3AL91792AA 01 iL-1.2 Optical Interface LC Connector
  • Alcatel-Lucent 109637454 WA82 SP2B MODL908832 – Interface Module
  • Alcatel-Lucent MDEE DPB11 Part 109773580 – Digital Processing Board
  • Alcatel 3EH76027ADAD OmniPCX Enterprise Communication Server R500/30.4
  • Alcatel-Lucent 3EH73084AEJD Gateway Driver Board GD-3 – Communication Interface
  • Alcatel-Lucent 9500-MPR ODU Radio MPT-HC V2 3DB20476BAAB04 23 GHz Microwave Outdoor Unit
  • Alcatel-Lucent 9396 Digital 2U NodeB Indoor – UMTS Base Station
  • Alcatel-Lucent 3HE03607AA CFM-XP Control Fabric Module – Switch Fabric Controller
  • Alcatel-Lucent 8232 DECT Mobile Handset – Cordless Enterprise Phone
  • Alcatel-Lucent 244-2082-201 Sierra NAC V3.1 Slave Package – Network Access Control
  • Alcatel-Lucent 408154912 CPU Rear I/O Pack Card – Backplane Interface Module
  • Alcatel-Lucent 3AL82037ADAA SFP Module
  • Alcatel-Lucent OMQ 408645968 Optical Module
  • Alcatel-Lucent 9500 MPR 8-Slot Shelf 3DB18485AB
  • Alcatel-Lucent 408154904 CPU I/O Card
  • Alcatel-Annecy 5150 CP Turbo Vacuum Pump
  • Alcatel-Lucent 3EH73084AEJD08 Card
  • Alcatel-Lucent 3EH73050ABAB Interface Card
  • Alcatel-Lucent 3HE06151ABAA01 SFP Line Card
  • Alcatel-Lucent 8DG59242AD Power Filter
  • Alcatel-Lucent IMM48-1GB-TX 48-Port Module
  • Alcatel Lucent 3CM03285MQ02 Module
  • Alcatel 3HE07158BA 7750 SR-12 IMM-2PCA-FP3 Optical Transceiver
  • Alcatel-Lucent 9396 Digital 2U NodeB Outdoor with Indoor Mainframe and Alarm Module
  • Alcatel Lucent MPX-16/64-T-L3 MPX1664TL3 Multiplexer Module
  • Alcatel Lucent 3EH73052AB Power Supply Module
  • Alcatel Lucent ASM2-155FM-2W-4C ASM2155FM2W4C Switch Fabric Module
  • Alcatel Lucent 3AL00124ABAB Interface Card
  • Alcatel-Lucent 1AB429380001 Cable Assembly
  • Alcatel Z24 3BA53065 Analog Extension Card 3BA53065AA
  • Alcatel-Lucent 9500-MPR 11GHz MPT-HC ODU Microwave Packet Radio 3DB20371ACAA01
  • Alcatel-Lucent RRH1900-4x45 Remote Radio Head
  • Alcatel-Lucent 3HE00028AA Ethernet Line Card
  • Alcatel-Lucent 3HE04939CE CWDM SFP Transceiver
  • Nokia Alcatel-Lucent 3FE66546AA Fan Module
  • Alcatel-Lucent SSP-6 Speech Signal Processor Board
  • Alcatel-Lucent 500-1113-212 Channel Bank Assembly
  • Alcatel-Lucent EZ32-2 Board 3BA23265ADKE 01
  • Alcatel-Lucent GSM-FM-2W-4C Filter Module
  • Alcatel-Lucent 3AL00378AF Interface Card
  • Alcatel-Lucent 3AL00124ABAC Interface Module
  • Alcatel-Lucent BJB1 PWPQALGAAG 48V Independent Microprocessor Board
  • Alcatel Lucent MDR-8000 Microwave Digital Radio MDR-8506-4 with 13 Modules
  • Alcatel Lucent 3AL00424AA Interface Card
  • Alcatel Lucent 3BA73012AB Power Supply Module
  • Alcatel Lucent ESX-100C-32W ESX100C32W Power Supply Module
  • Alcatel Lucent GSX-K-FM-2W GSXKFM2W Fan Module
  • Alcatel 8DG59247AA Optical Protection Switch Card
  • Alcatel Lucent 91-E03100-B 91E03100B Interface Module
  • Alcatel Lucent FSX-FM-1W FSXFM1W Fan Module
  • Alcatel Lucent RRH2X40-07L-AT Remote Radio Head
  • Alcatel-Lucent 9500-MPR MSS-8 Shelf 3DB18485CA
  • Alcatel Annecy ACP20 Vacuum Pump CP20
  • Alcatel-Lucent 9500 MPR P32E1DS1 E1 PDH Card
  • Alcatel-Lucent J98726AL-2 D4OI210DAA Module
  • Alcatel 409113651 RRH700L1 700MHz Remote Radio Head
  • Alcatel io2 3ba23050 PCB Card
  • Alcatel-Lucent MDR-8000 MDR-8706-8 Digital Radio
  • Alcatel-Lucent ACT2300M Turbo Pump Controller AF042134A
  • Alcatel-Lucent OmniPCX Office Medium PowerCPU PRA-TI
  • Alcatel-Lucent 9500 MPR 23GHz ODU 3DB23045HDAA01
  • Alcatel-Lucent 9500 MPR ODU Outdoor Unit 300 11GHz TX Low HP 3DB23035AAAA01
  • Alcatel-Lucent ECNT-C 3FE25676 BA AK 06 Termination Card
  • Alcatel Lucent MDR-8000 Microwave Digital Radio MDR-8606-45 with 13 Modules
  • Alcatel-Lucent 849144415 KS-24829L1 Remote Radio Head v1.4
  • Alcatel CFF 450 Turbo Pump Controller 137171
  • Alcatel-Lucent ACS108 109579896 004 Access Controller
  • Alcatel-Lucent OS6850-48 Network Switch with PS-126W-AC Power Supply
  • Alcatel Lucent DFP-CM-14B/2T Filter DCMA Base Station
  • Alcatel Lucent ESX-K100C32W4 ESXK100C32W4 Power Supply Module
  • Alcatel Lucent 91-E03100-A 91E03100A Interface Module
  • Alcatel-Lucent STGR-LIM-A2P-72-HBI ADSL2+ High Bandwidth Module
  • Alcatel-Lucent 9500 Microwave Packet Radio MPT-3DB20547BBAA02
  • Alcatel Lucent Enterprise 4049-4059 MMK Keyboard Console Kit
  • Alcatel-Lucent RRH4X40-1900 Remote Radio Head
  • Alcatel Lucent OS6450-P48 Switch
  • Alcatel Lucent 625617-000-001 Cable Assembly
  • Alcatel Lucent 108320 Module
  • Alcatel Lucent TN801B Board
  • Alcatel-Lucent RRH2X50-800 LTE Remote Radio Head
  • Alcatel Lucent CPU8 Board 3BA23258AB OmniPCX 4400
  • Alcatel-Lucent 3EM22617AAAE 9500 MPT-HL Microwave Radio Transceiver
  • Alcatel-Lucent CPU7-2 3BA23259AAAD 7750 SR Control Processor Module
  • Alcatel-Lucent 9500 Microwave Packet Radio MPT-3DB20371BCAA01
  • Alcatel-Lucent Enterprise 4059 MMK Keyboard + Phone PAC Kit
  • Alcatel-Lucent Nokia 3HE10329AA 7750 SR Series Router Module
  • Alcatel-Lucent 7705 SAR-W IP MPLS Service Aggregation Router 3HE07349AA
  • Alcatel-Lucent-Nokia 3HE08429AARC01 7750 SR SFM5-7 Switching Module
  • Alcatel-Lucent 3HE00272DB 7750 SR-7 DC Chassis with PEM3+EFT
  • Alcatel-Lucent ACT 1300M/1600M HT Turbo Pump Controller
  • Alcatel Lucent IMM48-1GB-TX 3HE03625AAG01 48-Port 7750 SR-12 Interface Module
  • Alcatel-Lucent AP-500 Wireless Access Point
  • Alcatel-Lucent ATP-150 Power Supply
  • Alcatel-Lucent 622-8603-012 Optical Transceiver
  • Alcatel-Lucent 270-0038-010 10.5 VDC Power Supply
  • Nokia 9500-MPR Microwave Radio Module XPIC-RPS/3DB20116BCAA01
  • Alcatel-Lucent 3DB19017AB EAS Access Switch v2
  • Alcatel-Lucent 3AL81072AA Matrix Enhanced Unit - Cross-Connect Module