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Monday, June 7, 2021
Thursday, June 3, 2021
Artificial Intelligence in surveying
What is intelligence?
The ability of problem solving demonstrates
intelligence. Consider a mouse trying to search/reach the piece of cheese
placed at right top corner of the image the mouse can find more than one
solutions to this problem. We can say that the mouse is intelligent enough to
find a solution to the problem. Hence the ability of problem solving
demonstrates intelligence. Intelligence is the computational part of the
ability to achieve goals in the world, varying kinds and degrees of
intelligence occur in people, many animals and some machines.
Artificial Intelligence, or AI for short, is
a combination of computer science, physiology, and philosophy. AI is a broad
topic, consisting of different fields, from machine vision to expert systems.
The element that the fields of AI have in common is the creation of machines
that can "think". One of the most challenging approaches facing
experts is building systems that mimic the behaviour of the human brain, made
up of billions of neurons, and arguably the most complex matter in the
universe.
These benefits can also be seen in several new
technologies that are being driven by Artificial Intelligence (AI). This
includes Building Information Modelling (BIM), a system which involves creating
a comprehensive digital description that will be worked on collaboratively,
throughout each stage of the project. These precise 3D models contain a wealth
of data relating to every physical and functional element of the build.
Concerning AI, the ability to incorporate machine learning with qualities of
human intelligence has already began to infiltrate these systems. For instance,
the analysis of large quantities of data has several practical applications for
quality control assessments. More specifically, by utilising theoretical
techniques, AI can successfully optimise the process and effectively account
for any logistically issues well in advance. Resulting in significant savings
being made once the project finally reaches the building phase.
When it comes to surveying, the combination of AI and BIM
has several major implications for the profession. By automating many of their
core responsibilities, surveyors will find that BIM enables them to more
effectively conduct their day-to-day work. For example, the ability to access a
shared 3D visualization of the site assists in their analysis and control over
the process.
Problems Of Artificial Intelligence
A. Deduction, reasoning, problem solving
Early AI researchers developed algorithms that imitated the step-by-step
reasoning that human beings use when they solve puzzles, play board games or
make logical deductions. By the late 80s and 90s, AI research had also
developed highly successful methods for dealing with uncertain or incomplete
information, employing concepts from probability and economics. For difficult
problems, most of these algorithms can require enormous computational resources
— most experience a "combinatorial explosion": the amount of memory
or computer time required becomes astronomical when the problem goes beyond a
certain size. The search for more efficient problem solving algorithms is a
high priority for AI research. Human beings solve most of their problems using
fast, intuitive judgments rather than the conscious, step-by-step deduction
that early AI research was able to model. AI has made some progress at
imitating this kind of "sub-symbolic" problem solving: embodied
approaches emphasize the importance of sensor motor skills to higher reasoning;
neural net research attempts to simulate the structures inside human and animal
brains that gives rise to this skill.
B. Knowledge representation
Knowledge representation and knowledge
engineering are central to AI research. Many of the problems machines are
expected to solve will require extensive knowledge about the world. Among the
things that AI needs to represent are: objects, properties, categories and
relations between objects; situations, events, states and time; causes and
effects; knowledge about knowledge (what we know about what other people know);
and many other, less well researched domains. A complete representation of
"what exists" is an ontology (borrowing a word from traditional
philosophy), of which the most general are called upper ontology.
C. Planning
Intelligent agents must be able to set goals
and achieve them. They need a way to visualize the future (they must have a
representation of the state of the world and be able to make predictions about
how their actions will change it) and be able to make choices that maximize the
utility (or "value") of the available choices. In some planning
problems, the agent can assume that it is the only thing acting on the world
and it can be certain what the consequences of its actions may be. However, if
this is not true, it must periodically check if the world matches its
predictions and it must change its plan as this becomes necessary, requiring
the agent to reason under uncertainty.
D. Learning Machine
learning has been central to AI research from
the beginning. Unsupervised learning is the ability to find patterns in a
stream of input. Supervised learning includes both classification (be able to
determine what category something belongs in, after seeing a number of examples
of things from several categories) and regression (given a set of numerical input/output
examples, discover a continuous function that would generate the outputs from
the inputs). In reinforcement learning the agent is rewarded for good responses
and punished for bad ones. These can be analyzed in terms of decision theory,
using concepts like utility. The mathematical analysis of machine learning
algorithms and their performance is a branch of theoretical computer science
known as computational learning theory.
E.
Natural language processing
Natural language processing gives machines the
ability to read and understand the languages that the human beings speak. Many
researchers hope that a sufficiently powerful natural language processing
system would be able to acquire knowledge on its own, by reading the existing
text available over the internet. Some straightforward applications of natural
language processing include information retrieval (or text mining) and machine
translation
. F. Motion and Manipulation
ASIMO
uses sensors and intelligent algorithms to avoid obstacles and navigate stairs.
The field of robotics is closely related to AI. Intelligence is required for
robots to be able to handle such tasks as object manipulation and navigation,
with sub-problems of localization (knowing where you are), mapping (learning
what is around you) and motion planning (figuring out how to get there).
G. Perception Machine perception is the
ability to use input from sensors (such as cameras, microphones, sonar and
others more exotic) to deduce aspects of the world. Computer vision is the
ability to analyze visual input. A few selected sub problems are speech
recognition, facial recognition and object recognition. H. Creativity A
sub-field of AI addresses creativity both theoretically (from a philosophical
and psychological perspective)
Firstly, the surveying industry has seen a significant growth in the use
of drone related technology. This is because, by making use
of these unmanned aerial vehicles (UAVs), surveyors can now conduct their
day-to-day tasks with relative ease and increased efficiency, as well as gather
useful information for future consideration.
More specifically, the mobility and verticality of these
UAVs have allowed surveyors to inspect areas that have previously been deemed
unsafe for access. Not only reducing the risk of personal injury for many
inspectors, but also providing a cost-effective solution to a previously
time-consuming task. By making use of the device’s autonomous controls, a
surveyor can program a drone to automatically take a large aerial map of a
site, before returning to its original location and uploading the material to a
secure sever. This increased mobility and automation not only saves time during
the actual inspection, but also allows the surveyor to collect several
high-resolution images of these locations for future reference. In some cases,
these images can even be collated into detailed, photorealistic 3D maps of the
area. Meaning that the data can be interpreted via a highly accurate visual
that not only reduces the need for excessive jargon, but also the risk of
potential discrepancies or inconsistencies.
The benefits of Drones in the surveying industry has
become so prevalent that some firms have even begun to host Continuing
Professional Development (CPD) courses on their uses. However, it should also
be noted that, under the Civil Aviation Authority (CAA) a restricted or full
NQE (National Qualified Entities) is now required for any type of commercial
drone use.
Field Work On Steroids
When
the time arrives for field work to begin, a technician is dispatched in an
autonomous electric truck pre-programmed to go directly to the site. The truck
is loaded with various survey-grade instruments and equipment (all GNSS
equipped): vertical take-off fixed wing and multi-rotor UAVs (both with lidar,
photo, hyper-spectral, and GPR sensors), an autonomous mobile ground robot (with
GPR/lidar sensors), and an RFID reader for boundary location.
The
technician works with the equipment through a universal tablet computer
controlling both aerial and ground data collection simultaneously, depicting
the progress of the work in real time. This gives the technician time to locate
the boundary points with the handheld GNSS receiver/RFID reader to verify the
limits of the property.
Once
the autonomous work is finished, the technician processes the data on site, and
software compares collection coverage versus the initial site review. When
processing is complete, the technician will utilize a handheld GNSS receiver
with lidar sensor to obtain remote areas not collected by the other methods.
The
remaining data is compiled with autonomous data and re-analyzed for overall
coverage and approved by the software for completeness. Once the computer
determines everything has been collected, the technician checks the complete
box and leaves the site.
Office Work And Wrap-Up
The
final field data is uploaded to cloud servers as the technician leaves the site
and the survey PM is notified by electronic message of the field task
completion. Thomas, the digital surveying assistant, takes the lead and begins
the final processing. The data is reviewed for completeness, parsed for any
anomalies within the downloads, and compiled into one database for building a
3D model of the site.
Photo
and lidar data are compared for accuracy, utilities are verified against
existing records and easements, and building characteristics are matched
against governmental records for zoning code compliance.
Once
this analysis is complete, the final drafting takes place to create the final
deliverable. While the data within the model contains attributes of each
entity, labels are placed interactively throughout the site to help depict the
site information. This model is also suitable for use by architects and
planners to utilize in their B.I.M. design programs, so the quality in the
modeling output is top notch.
The
final deliverable contains an overall report documenting site conditions,
drainage characteristics and physical conditions of various entities. This
report will also detail potential site encroachments, possible drainage issues,
and zoning/parking red flags. Thomas will report back to the survey PM that all
final checks have been made and deliverables made for submittal to the client,
leaving only the final transmittal left to do.
Once
the deliverable is received by the client, Sheldon (the B2B automated
assistant) recognizes the delivery and begins the process of payment to the
surveyor. With standardized surveys, automated assistant/analyzation systems,
and trackable processes through blockchain, the client gets a quality product
at a market rate in an acceptable timeframe and the surveyor gets paid in a
reasonable period.
Friday, May 28, 2021
Compass Surveying| Types of Compass | Advantages & Disadvantages of Compass Surveying |
Compass surveying
Compass surveying is the branch of surveying in which the position of an object is located using angular measurements determined by a compass and linear measurements using a chain or tape. Compass surveying is used in the following circumstances:
- If the surveying area is large, chain surveying is not adopted for surveying rather compass surveying is employed.
- If the plot for surveying has numerous obstacles and undulations which prevents chaining.
- If there is a time limit for surveying, compass surveying is usually adopted
Magnetic compass
The magnetic compass is used to find out the magnetic bearing of survey lines. The bearings may either measured in the Whole Circle Bearing (W.C.B) system or in the Quadrantal Bearing (Q.B) system based on the type of compass used. The basic principle of the magnetic compass is if a strip of steel or iron is magnetized and pivoted exactly at centre so that it can swing freely, then it will establish itself in the magnetic meridian at the place of arrangement.
Major types of the magnetic compass are:
- Prismatic compass
- Surveyor’s compass
- Level compass
Prismatic compass
A prismatic compass is a portable magnetic compass that can be either used as a hand instrument or can be fitted on a tripod. It contains a prism that is used for accurate measurement of readings. The greatest advantage of this compass is both sighting and reading can be done simultaneously without changing the position.
Major parts of a Prismatic Compass are:
- Magnetic needle
- Graduated ring
- Adjustable mirror
- Sliding arrangement for mirror
- Object vane
- Eye vane
- Metal box
- Glass cover
- Horse hair
Adjustments of prismatic compass
Two types of adjustments:
- Temporary adjustment
- Permanent adjustment
Temporary adjustments
- Centering: it is the process of fixing the compass exactly over the station. Centering is usually done by adjusting the tripod legs. Also a plumb-bob is used to judge the accurate centering of instruments over the station.
- Leveling: the instrument has to be leveled if it is used as in hand or mounted over a tripod. If it is used as in hand, the graduated disc should swing freely and appears to be completely level in reference to the top edge of the case. If the tripod is used, they usually have a ball and socket arrangement for leveling purpose.
- Focusing the prism: Prism can be slide up or down for focusing to make the readings clear and readable.
Permanent adjustments are same as in the Surveyor’s compass.
Surveyor’s compass
Surveyor’s compass consists of a circular brass box containing a magnetic needle which swings freely over a brass circle which is divided into 360 degrees. The horizontal angle is measured using a pair of sights located on north – south axis of the compass. They are usually mounted over a tripod and leveled using a ball and socket mechanism.
They also have two types of adjustments, temporary and permanent. Temporary adjustments are same as described in prismatic compass.
Permanent adjustments
They are done only in the circumstances where the internal parts of the prism is disturbed or damaged. They are:
- Adjustments in levels
- Adjustment of pivot point
- Adjustment of sight vanes
- Adjustment of needle
Errors in compass survey
Errors can be arising due to various reasons during the process of surveying, they are classified as:
- Instrumental errors
- Personal errors
- Natural errors
Instrumental errors
As the name suggests they are arise due to the wrong adjustments of the instruments. Some other reasons are:
- If the plane of sight not being vertical, it causes error in sighting and reading.
- If the magnetic needle is not perfectly straight or if it is sluggish, readings may not be accurate.
Personal errors
They arise mainly due to the carelessness of the surveyor. They are:
- Inaccurate leveling
- Inaccurate reading
- Inaccurate centering
Natural errors
Natural errors are occurring due to the various natural causes which affect the working of compass. It has nothing to do with the surveyor and to minimize them, some corrections in calculations applied. They are:
- Local attraction
- Proximity to the magnetic storms
- declination
whole circle bearing
Wednesday, May 12, 2021
Linear measurement in survey in hindi
What is linear measurement?
एक इंजीनियरिंग सर्वेक्षण में, एक सर्वेक्षण पूरा करने के लिए रैखिक क्षैतिज दूरी को मापा जाना है। पृथ्वी की सतह पर दो बिंदुओं के बीच इस रैखिक क्षैतिज दूरी के माप को रैखिक माप के रूप में जाना जाता है। रैखिक माप विभिन्न उपकरणों द्वारा प्राप्त किया जा सकता है। माप प्रकार को विभाजित किया जा सकता है, प्रत्यक्ष माप विधि, ऑप्टिकल माप विधि और इलेक्ट्रॉनिक माप विधि, उपकरण के प्रकार पर निर्भर करता है जिसका उपयोग दूरी को मापने के लिए किया जाता है।
Video lecture
https://www.youtube.com/watch?v=uPN5xhRLli0
DIRECT MEASUREMENT METHOD
CHAIN
chain
Metric Chain
Gunter's chain or surveyor’s chain
Engineer’s chain
Wednesday, May 5, 2021
Introduction of survey
Civil Engineering
Introduction It is a professional who can build other imagination into reality. Civil engineering is the oldest branch in engineering also...





