This document summarizes and compares different fault detection and test minimization methods for combinational circuits. It discusses traditional methods like fault table, path sensitizing, and Boolean difference approaches. It also covers more recent heuristic and genetic algorithm methods. The conclusion states that iterative methods provide optimal solutions for circuits of varying complexity, while traditional methods require constructing large fault tables. The document aims to survey fault detection and test minimization techniques for combinational logic.
It Defines what is Programmable Logic Array(PLA) also explains it in easy wording with syntax and Example...
It also cover what is Combinational & Sequential Logic Circuit and the Difference b/w these both. :)
Level sensitive scan design(LSSD) and Boundry scan(BS)Praveen Kumar
This presentation contains,
Introduction,design for testability, scan chain, operation, scan structure, test vectors, Boundry scan, test logic, operation, BS cell, states of TAP controller, Boundry scan instructions.
This presentation gives an overview of FPGA devices. An FPGA is a device that contains a matrix of re-configurable gate array logic circuitry. When a FPGA is configured, the internal circuitry is connected in a way that creates a hardware implementation of the software application.
FPGA devices can deliver the performance and reliability of dedicated hardware circuitry.
It Defines what is Programmable Logic Array(PLA) also explains it in easy wording with syntax and Example...
It also cover what is Combinational & Sequential Logic Circuit and the Difference b/w these both. :)
Level sensitive scan design(LSSD) and Boundry scan(BS)Praveen Kumar
This presentation contains,
Introduction,design for testability, scan chain, operation, scan structure, test vectors, Boundry scan, test logic, operation, BS cell, states of TAP controller, Boundry scan instructions.
This presentation gives an overview of FPGA devices. An FPGA is a device that contains a matrix of re-configurable gate array logic circuitry. When a FPGA is configured, the internal circuitry is connected in a way that creates a hardware implementation of the software application.
FPGA devices can deliver the performance and reliability of dedicated hardware circuitry.
Introduction of testing and verification of vlsi designUsha Mehta
This slides are introductory slides for the course testing and verification of VLSI Design which cover the basics of Why, Where, When and How of VLSI design testing
FPGA are a special form of Programmable logic devices(PLDs) with higher densities as compared to custom ICs and capable of implementing functionality in a short period of time using computer aided design (CAD) software....by mathewsubin3388@gmail.com
In considering the techniques that may be used for digital circuit testing, two distinct philosophies may be found, First is Functional Testing, which undertake a series of functional tests and check for the correct (fault free) 0 or 1 output response. It does not consider how the circuit is designed, but only that it gives the correct output during test and second one is Fault Modelling in whichto consider the possible Faults that may occur within the circuit, and then to apply a series of tests which are specifically formulated to check whether each of these faults is present or not.The faults which are likely to occur on the wafer during the manufacture of the ICs, and compute the result on the circuit output(s) with or without each fault present. Each of the final series of tests is then designed to show that a particular fault is present or not.
PAS 128; Specification for underground utility detection, verification and lo...George Tuckwell
The new Publicly Available Standard from the British Standards Institute specifies the minimum that should be done in respect to underground utility detection, verification and location, and also provides guidance and pointers to best practice.
It sets out 4 types of survey: Desktop Study (Type D), site reconnaissance (Type C), detection (Type B), and verification (Type A).
The PAS supports both the practitioner and the client throughout the project cycle. At tender stage It is required for the practitioner to submit:
a) The survey type(s) to be deployed, including the extent for each type
b) For survey type B, detection methods to be deployed as specified in Table 2, including estimated extent for each method
c) Comment on these survey type(s) and, for survey type B, detection methods, with regard for satisfying the client’s requirements
d) Comments on the expected achievable quality level
e) Names and experience of the project team
f) How the survey area is to be managed to maximise the area available for survey and ensure the safe execution of the works
The client should then be able to compare apples with apples when seeking multiple quotes.
Following the work, the practitioner should submit a detailed report including:
• detailed survey outcomes including how successful each detection methodology proved to be and a plan showing any areas where these detection methodologies were not successful
• Utility segments identified with the quality level achieved
• Recommendation for any further survey work required to meet the client’s requirements
All recorded and processed data, site notes, metadata, and intermediate stage processing files shall be retained, and shall be available to the client on request
It is recommended as best practice for all data to be recorded as evidence of detections and of work undertaken. This is required where post processing has been specified. This is optional for other detection surveys – unless the client chooses to make it a requirement.
The practitioner needs to set out what they did and where, what the outcome was, i.e. what accuracy and confidence was achieved and what areas of uncertainty and risk remain. The practitioner should then stand by their deliverables.
If used properly by the client, the practitioner can no longer hide behind the ‘black box’ of complex geophysical equipment to explain away why something was missed or inaccurate in their survey output.
If adopted by the industry the PAS could enable:
• Clear definition for a minimum standard of utility verification and location
• More control to the client
• More comeback for the client when issues arise
• Fewer incidents related to service strikes
• Fewer delays caused by unknown buried services
Dr George Tuckwell
www.safe-ground.co.uk
Introduction of testing and verification of vlsi designUsha Mehta
This slides are introductory slides for the course testing and verification of VLSI Design which cover the basics of Why, Where, When and How of VLSI design testing
FPGA are a special form of Programmable logic devices(PLDs) with higher densities as compared to custom ICs and capable of implementing functionality in a short period of time using computer aided design (CAD) software....by mathewsubin3388@gmail.com
In considering the techniques that may be used for digital circuit testing, two distinct philosophies may be found, First is Functional Testing, which undertake a series of functional tests and check for the correct (fault free) 0 or 1 output response. It does not consider how the circuit is designed, but only that it gives the correct output during test and second one is Fault Modelling in whichto consider the possible Faults that may occur within the circuit, and then to apply a series of tests which are specifically formulated to check whether each of these faults is present or not.The faults which are likely to occur on the wafer during the manufacture of the ICs, and compute the result on the circuit output(s) with or without each fault present. Each of the final series of tests is then designed to show that a particular fault is present or not.
PAS 128; Specification for underground utility detection, verification and lo...George Tuckwell
The new Publicly Available Standard from the British Standards Institute specifies the minimum that should be done in respect to underground utility detection, verification and location, and also provides guidance and pointers to best practice.
It sets out 4 types of survey: Desktop Study (Type D), site reconnaissance (Type C), detection (Type B), and verification (Type A).
The PAS supports both the practitioner and the client throughout the project cycle. At tender stage It is required for the practitioner to submit:
a) The survey type(s) to be deployed, including the extent for each type
b) For survey type B, detection methods to be deployed as specified in Table 2, including estimated extent for each method
c) Comment on these survey type(s) and, for survey type B, detection methods, with regard for satisfying the client’s requirements
d) Comments on the expected achievable quality level
e) Names and experience of the project team
f) How the survey area is to be managed to maximise the area available for survey and ensure the safe execution of the works
The client should then be able to compare apples with apples when seeking multiple quotes.
Following the work, the practitioner should submit a detailed report including:
• detailed survey outcomes including how successful each detection methodology proved to be and a plan showing any areas where these detection methodologies were not successful
• Utility segments identified with the quality level achieved
• Recommendation for any further survey work required to meet the client’s requirements
All recorded and processed data, site notes, metadata, and intermediate stage processing files shall be retained, and shall be available to the client on request
It is recommended as best practice for all data to be recorded as evidence of detections and of work undertaken. This is required where post processing has been specified. This is optional for other detection surveys – unless the client chooses to make it a requirement.
The practitioner needs to set out what they did and where, what the outcome was, i.e. what accuracy and confidence was achieved and what areas of uncertainty and risk remain. The practitioner should then stand by their deliverables.
If used properly by the client, the practitioner can no longer hide behind the ‘black box’ of complex geophysical equipment to explain away why something was missed or inaccurate in their survey output.
If adopted by the industry the PAS could enable:
• Clear definition for a minimum standard of utility verification and location
• More control to the client
• More comeback for the client when issues arise
• Fewer incidents related to service strikes
• Fewer delays caused by unknown buried services
Dr George Tuckwell
www.safe-ground.co.uk
Low voltage secondary electrical networks supply the largest cities in the world. The cable in these systems was designed to be operated until it failed. This aging infrastructure can be actively managed by electric utilities to minimize cost, reduce risk and improve reliability by testing the cable using mobile detection technology.
Power Cables Operation, Maintenance, Location and Fault DetectionLiving Online
Faults in underground cable may cause loss of supply to customers and loss of revenue for suppliers so it is imperative that the fault location process is efficient and accurate to minimise excavation time, which results in reducing inconvenience to all concerned. For fault locating to be efficient and accurate technical staff need to have expert knowledge accompanied with experience in order to attain service reliability.
This workshop is designed to ensure that those responsible for the selection, laying, operation, maintenance and monitoring of power cables understands the technical issues involved and comply with relevant specifications and requirements.
WHO SHOULD ATTEND?
Anyone associated with power cable operation, maintenance, location and fault detection techniques. The workshop will also benefit those working in system design as well as site commissioning, maintenance and troubleshooting. Typical personnel who would benefit are:
Electrical maintenance technicians and supervisors
Maintenance personnel
Operations personnel
Process control engineers
Service technicians
MORE INFORMATION: http://www.idc-online.com/content/power-cables-operation-maintenance-location-and-fault-detection-39
Since the loads having the trends towards growing density. This requires the better appearance, rugged construction, greater service reliability and increased safety. An underground cable essentially consists of one or more conductors covered with suitable insulation and surrounded by a protecting cover. The interference from external disturbances like storms, lightening, ice, trees etc. should be reduced to achieve trouble free service. The cables may be buried directly in the ground, or may be installed in ducts buried in the ground.
Heuristic approach to optimize the number of test cases for simple circuitsVLSICS Design
In this paper a new solution is proposed for testing simple stwo stage electronic circuits. It minimizes the number of tests to be performed to determine the genuinity of the circuit. The main idea behind the present research work is to identify the maximum number of indistinguishable faults present in the given circuit and minimize the number of test cases based on the number of faults that has been detected. Heuristic approach is used for test minimization part, which identifies the essential tests from overall test cases. From the results it is observed that, test minimization varies from 50% to 99% with the lowest one corresponding to a circuit with four gates .Test minimization is low in case of circuits with lesser input leads in gates compared to greater input leads in gates for the boolean expression with same number of symbols. Achievement of 99% reduction is due to the fact that the large number of tests find the same faults. The new approach is implemented for simple circuits. The results show potential for both smaller test sets and lower cpu times.
Heuristic approach to optimize the number of test cases for simple circuitsVLSICS Design
In this paper a new solution is proposed for testing simple stwo stage electronic circuits. It minimizes the number of tests to be performed to determine the genuinity of the circuit. The main idea behind the present research work is to identify the maximum number of indistinguishable faults present in the given circuit and minimize the number of test cases based on the number of faults that has been detected. Heuristic approach is used for test minimization part, which identifies the essential tests from overall test cases. From the results it is observed that, test minimization varies from 50% to 99% with the lowest one corresponding to a circuit with four gates .Test minimization is low in case of circuits with lesser input leads in gates compared to greater input leads in gates for the boolean expression with same number of symbols. Achievement of 99% reduction is due to the fact that the large number of tests find the same faults. The new approach is implemented for simple circuits. The results show potential for both smaller test sets and lower cpu times.
IMPLEMENTATION OF COMPACTION ALGORITHM FOR ATPG GENERATED PARTIALLY SPECIFIED...VLSICS Design
In this paper the ATPG is implemented using C++. This ATPG is based on fault equivalence concept in which the number of faults gets reduced before compaction method. This ATPG uses the line justification and error propagation to find the test vectors for reduced fault set with the aid of controllability and observability. Single stuck at fault model is considered. The programs are developed for fault equivalence method, controllability Observability, automatic test pattern generation and test data compaction using object oriented language C++. ISCAS 85 C17 circuit was used for analysis purpose along with other circuits. Standard ISCAS (International Symposium on Circuits And Systems) netlist format was used. The flow charts and results for ISCAS 85 C17 circuits along with other netlists are given in this paper. The test vectors generated by the ATPG further compacted to reduce the test vector data. The algorithm is developed for the test vector compaction and discussed along with results.
Advanced atpg based on fan, testability measures and fault reductionVLSICS Design
A new algorithm based on Input Vector Control (IVC) technique is proposed, which shifts logic gate of a
circuit to its minimum leakage state, when device goes into its idle state. Leakage current in CMOS VLSI
circuit has become a major constrain in a battery operated device for technology node below 90nm, as it
drains the battery even when a circuit is in standby mode. Major concern is the leakage even in run time
condition, here aim is to focus on run time leakage reduction technique of integrated Circuit. It is inherited
by stacking effect when the series transistors are maximized in OFF state condition. This method is
independent of process technology and does not require any additional power supply. This paper gives an
optimized solution of input pattern determination of some small circuit to find minimum leakage vector
considering promising and non-promising node which helps to reduce the time complexity of the algorithm.
Proposed algorithm is simulated using HSPICE simulator for 2 input NAND gate and different standard
logic cells and achieved 94.2% and 54.59 % average leakage power reduction for 2 input NAND cell and
different logics respectively.
Wavelet Based on the Finding of Hard and Soft Faults in Analog and Digital Si...ijcisjournal
In this paper methods for testing both software and hardware faults are implemented in analog and digital
signal circuits are presented. They are based on the wavelet transform (WT). The limit which affected by
faults detect ability, for the reference circuits is set by statistical processing data obtained from a set of
faults free circuits .In wavelet analysis it has two algorithm one is based on a discrimination factor using
Euclidean distances and the other mahalanobis distances, are introduced both methods on wavelet energy
calculation. Simulation result from proposed test methods in the testing known analog and digital signal
circuit benchmark are given. The results shows that effectiveness of existing methods two test metrics
against three other test methods, namely a test method based on rms value of the measured signal, a test
method utilizing the harmonic magnitude component of the measured signal waveform
An Extended Approach for Online Testing of Reversible CircuitsIOSR Journals
: Reversible computing has tremendous benefits in terms of power consumption, less heat dissipation
and packaging density. Because its applications are found in diverse fields including quantum computing,
nanotechnology, low power CMOS designs and cryptography, Reversible computing has gained attraction of
many researchers recently. In order to incorporate fault testing capability in reversible circuits, a number of
offline and online approaches have been proposed. In order to extend online testability of reversible circuits, an
analysis followed by a Peres gate substitution is presented here. The proposed extension has identified online
testing capabilities of MCF gates and has made all available libraries including MCT+MCF, MCT+P online
testable. Furthermore a conversion for parity-preserving reversible circuits is presented. Finally the paper is
concluded by proposing a generic online testable substitution of n*n reversible gate
Optimization of Test Pattern Using Genetic Algorithm for Testing SRAMIJERA Editor
An optimization of test pattern for testing of a Static Random Access Memory (SRAM) using genetic algorithm
interconnects presented here is a method that associates a turn on inputs to numerous nets, which gives rise to
test vectors to determine stuck-at, open, and bridging faults. This set up gives us privilege in reducing
unnecessary composition that reduces the testing time for application-dependent testing for coverage of faults.
This optimized test pattern is used as a test source for testing a circuit and identifying the faults in the circuit.
The faults which are covered in are stuck at open and bridging faults. Genetic algorithm reduces the redundancy
and optimizes the test pattern which results in reduced testing time and power consumption
Design Verification and Test Vector Minimization Using Heuristic Method of a ...ijcisjournal
The reduction in feature size increases the probability of manufacturing defect in the IC will result in a
faulty chip. A very small defect can easily result in a faulty transistor or interconnecting wire when the
feature size is less. Testing is required to guarantee fault-free products, regardless of whether the product
is a VLSI device or an electronic system. Simulation is used to verify the correctness of the design. To test n
input circuit we required 2n
test vectors. As the number inputs of a circuit are more, the exponential growth
of the required number of vectors takes much time to test the circuit. It is necessary to find testing methods
to reduce test vectors . So here designed an heuristic approach to test the ripple carry adder. Modelsim and
Xilinx tools are used to verify and synthesize the design.
MITIGATION OF SOFT ERRORS ON 65NM COMBINATIONAL LOGIC GATES VIA BUFFER GATE VLSICS Design
Through technology development, VLSI fabrication is becoming smaller in size which causes muchsensitivity of VLSI circuit to noise effects especially soft error. In this paper, we present a method to mitigate soft error in combinational logic gates based on 65 nm technology that is able to reduce thepossibility of noise propagation in combinational logic gate. We evaluate our result based on ISCAS 85 benchmark circuit. Through DFS algorithm and using analytical model derived by stimulation of each
combinational logic gate in transistor layer, soft error is processed in paths of ISCAS 85 circuit benchmark
and a single buffer logic gate is added to the end of the paths that have more potential to be affected by soft
error. Therefore, possibility of soft error distribution through circuit benchmark is measured. The buffer gates that mitigate soft errors on the benchmark paths are kept and others are eliminated. After processing,
new circuit benchmark is available that includes added buffer logic gate to only critical paths. This is more
reliable than initial ISCAS85 circuit benchmark in terms of illuminating soft error. The results show that
possibility of soft error distribution is reduced intelligently and due to adding buffer gate to just suspicious
paths of benchmark, power and delay are optimum
NEURAL NETWORKS WITH DECISION TREES FOR DIAGNOSIS ISSUEScscpconf
This paper presents a new idea for fault detection and isolation (FDI) technique which is applied to industrial system. This technique is based on Neural Networks fault-free and Faulty
behaviours Models (NNFMs). NNFMs are used for residual generation, while decision tree architecture is used for residual evaluation. The decision tree is realized with data collected
from the NNFM’s outputs and is used to isolate detectable faults depending on computed threshold. Each part of the tree corresponds to specific residual. With the decision tree, it
becomes possible to take the appropriate decision regarding the actual process behaviour by evaluating few numbers of residuals. In comparison to usual systematic evaluation of all
residuals, the proposed technique requires less computational effort and can be used for on line diagnosis. An application example is presented to illustrate and confirm the effectiveness and the accuracy of the proposed approach.
NEURAL NETWORKS WITH DECISION TREES FOR DIAGNOSIS ISSUEScsitconf
This paper presents a new idea for fault detection and isolation (FDI) technique which is
applied to industrial system. This technique is based on Neural Networks fault-free and Faulty
behaviours Models (NNFMs). NNFMs are used for residual generation, while decision tree
architecture is used for residual evaluation. The decision tree is realized with data collected
from the NNFM’s outputs and is used to isolate detectable faults depending on computed
threshold. Each part of the tree corresponds to specific residual. With the decision tree, it
becomes possible to take the appropriate decision regarding the actual process behaviour by
evaluating few numbers of residuals. In comparison to usual systematic evaluation of all
residuals, the proposed technique requires less computational effort and can be used for on line
diagnosis. An application example is presented to illustrate and confirm the effectiveness and
the accuracy of the proposed approach.
At present, the research on fault detection and diagnosis technology is very significant to improve the reliability of the equipment, which can greatly improve the safety and efficiency of the equipment. This paper proposes a new fault detection and diagnosis means based on the FOA-LSSVM algorithm. Experimental results demonstrate that the algorithm is effective for the detection and diagnosis of analog circuit faults. In addition, the model also demonstrate good generalization ability.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Signal processing with frequency and phase shift keying modulation in telecom...TELKOMNIKA JOURNAL
In this paper represents research improving effectiveness of signal processing in telecommunication devices especially for its part, which relates to providing its noise resistance in conditions of noise and interference. This objective has been achieved through development of methods and means for optimization of filtering devices and semigraphical interpretation of clock synchronization systems in telecommunications with frequency shift keying on the base of stochastic models what determines relevance of the subject. Separately, in an article considered the urgent task is using of modified synchronization methods based on the interference influence of adjacent symbols on the phase criterion tract, in particular the use of the modified synchronization scheme, in order to get a formalized outlook representation of the synchronization schemas based on the polyphase structures with using a bank of filters, that allows to improve the characteristics of digital telecommunication channels. This work is devoted to the examination and modeling of these ways. The proposed ideas and results for the construction of synchronization systems can be used in modern means of telecommunication.
Optimal and Power Aware BIST for Delay Testing of System-On-ChipIDES Editor
Test engineering for fault tolerant VLSI systems is
encumbered with optimization requisites for hardware
overhead, test power and test time. The high level quality of
these complex high-speed VLSI circuits can be assured only
through delay testing, which involves checking for accurate
temporal behavior. In the present paper, a data-path based
built-in test pattern generator (TPG) that generates iterative
pseudo-exhaustive two-patterns (IPET) for parallel delay
testing of modules with different input cone capacities is
implemented. Further, in the present study a CMOS
implementation of low power architecture (LPA) for scan based
built-in self test (BIST) for delay testing and combinational
testing is carried out. This reduces test power dissipation in
the circuit under test (CUT). Experimental results and
comparisons with pre-existing methods prove the reduction
in hardware overhead and test-time.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
1. Fault Detection and Test
Minimization Methods for
Combinational Circuits
PRAVEEN KAUNDAL
SID-15215015
2. Abstract
Rapid increase in population increased the usage
of digital components dramatically and their
production. For profitable income, the cost of the
finished product and time taken for marketing the
product needs to be reduced. In this paper, the
authors conducted extensive survey of methods
developed earlier to detect faults and minimize test set
in digital circuits. The survey is limited to methods
for simple combinational circuits only. In effect, this
paper compares different fault detection and test
minimization methods for simple circuits.
3. INTRODUCTION
In recent years, the development of integrated
circuit technology has accelerated rapidly. The
digital systems are built with more and more
complexity, the fault testing and diagnosis of digital
circuits becomes an important and indispensable
part of the manufacturing process. As the device
complexity increases, testing becomes even more
complex. As the system complexity increases
and time-to-market decreases.
4. This results in increased test time and higher
test cost. At the same time, the manufacturing
cost of a device is reduced due to the higher
levels of integration. Hence the necessity of
reducing the test cost. To decrease the test cost,
the time required to test a device needs to be
decreased. So, we simply need to devise a test
set that is small in size.
5. FAULT DETECTION AND TEST
MINIMIZATION METHODS
Minimizing test sets is simply termed as test set
compaction. Most commonly used method is
fault table method and number of other basic
analytic method.
6. Fixed Scheduled Test Minimization
Method
If x1, x2,…..,xn are the input variables to a
single output circuit whose fault-free (correct)
output is z = z(x1,…..xn).f1,f2,…..fi are the
erroneous outputs, each corresponding to one
of the possible faults f1,f2,….fi. Each
corresponding faulty and fault-free outputs are
compared using Exclusive-OR operation results
zf1,zf2…zfi single bit erroneous outputs fault
detection.
7. Heuristic Method
In this method, fault table alone is created. A
diagnosing tree is created by divide the fault diagnostic
matrix into two sub matrices based on essential test
number. Left subtree contains fault free output column
numbers from the matrix(0s) and right subtree contains
faulty output column numbers from the matrix(1s). The
process is repeated until both left and right children
results in a single column number in them.Essential test
set is found after removing redundant test numbers in
nodes.
8. Path Sensitizing Method
This is one of the earliest method used for fault
detection. In this method fault detection test
may be found by examining the paths of
transmission from the location of an assumed
fault to one of its primary outputs.
9. Equivalent-Normal-Form Method
The Equivalent Normal Form(ENF) of a circuit is
obtained by expressing the output of each gate
as a sum-of-products expression of its inputs
and preserving the identity of each gate by a
suitable subscript.
10. Two- Level- Circuit FD Method
The previous methods of construction of a
complete fault-detection test set for a
combinational circuit using the two basic
approaches. First approach is to examine each
“individual fault. Second approach is to examine
each “path”. A third approach to the problem is
instead of examining each individual fault or each
path, it is proposed to examine each gate of the
circuit. A very simple and direct method for
constructing a minimal complete fault-detection.
11. Boolean Difference Method
It is simple and straight forward ways of deriving test sequences for
combinational circuits. Boolean difference is defined as being the
exclusive-or operation between two boolean functions, one
representing the normal circuit and other representing the
faulty circuit. Thus if the Boolean difference is a 1, a fault is
indicated. Assume that there is a switching function that has
one output F and n inputs x1,x2,….xn, so F(X) =
F(x1,x2,….,xn ). If one of the inputs to the switching function
was in error, say input xi , then the output would be
F(x1,…..,x’i,……,xn).To analyze the action of the circuit when
an error occurs, it is desirable to know under what
circumstances the two outputs are the same.
12. Genetic Algorithm Method
The two methods Fixed Scheduled Fault Detection
and Heuristic test minimization adapted for test
minimization requires very large fault table to be
constructed. Genetic Algorithm approach proposed
in this work overcomes the problem of creating a
very large fault table. Test numbers are chosen at
random and evolutionary strategy is used for
improving the solution.
13. CONCLUSION
In this paper, the authors surveyed the methods
for fault detection and test minimization in two
stage combinational circuits. Different methods
that range from very basic methods to the
recent fast evolutionary(genetic) methods are
studied. Merits and demerits of those methods
are presented. Iterative methods yield optimal
solutions for circuits of various complexity.
14. REFERENCES
• Alok Shreekant Doshi, “Independence Fault
Collapsing and Concurrent Test Generation”,
May 11, 2006.
• S. B. Akers, "On a theory of Boolean functions,
" J. SIA M, vol.7,
• V. Amar and N. Condulmari, "Diagnosis of
large combinational networks," IEEE Trans.
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October 1967