Monday, November 2, 2020

Chemistry lab report about Heat of reaction

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Lab report Heat of Reaction


Introduction The purpose of the lab was to through experiments calculate the heat of reaction and heat of formation, and see if we got a realistic result according to facts.


We should see if Reaction 1 and equalled


We created reactions and then calculated their enthalpies.


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Work plan Substances Material


Material NaOH (s) Beakers, 00ml


NaCl (aq) 0.50 M Thermometer


HCl (aq) 0.5 M Balance


Deionised water


Work plan Since the lab was pretty time consuming we decided to


Method divide the lab into lessons, one practical, where we should do all the actual lab-work, and one theoretical, were we should do all the calculations and evaluate our result.


The laboratory part of the experiment takes place in steps, or reactions.


Reaction 1


We began by weighing a dry beaker. Then we filled it with 00ml-deionised water, and recorded the temperature of the fluid. After that was done we hydrated the water by adding .07 grams of NaOH (s). We mixed it thoroughly with the water, and as it reacted the temperature rose. We recorded the highest temperature. (See Calculations).


Reaction


We began in the same way as in reaction 1, by weighing the beaker, but instead of using deionised water we used 100 ml of 0.5 M HCl (aq), and recorded it¡¯s temperature. After that we added 0. grams of NaOH (s). The temperature rose and we recorded the highest temperature.


Reaction


We weighed the 00 ml beaker and added 50 ml of 0.50 M HCl (aq) to it, and recorded the temperature. After that we added 50 ml of 0.50 M NaOH (aq). The temperature rose, and we recorded the highest temperature.


Calculations Reaction 1 NaOH (s)¨¤Na+ (aq) + OH- (aq)


m (beaker) 18.81 g.


m (NaOH) .07 g. = 0.0506666 moles


V 00 ml of water.


c (beaker) 0. x 4.1 J/g


c (water) 4.1 J/g


T1 0.¡ã


T .7¡ã


¦¤T= T1 - T = 1.8¡ã


To find the enthalpy we have to use the equation


V x c (water) x ¦¤T, which equals the enthalpy in Joules.


I put in my values (see above) in the equation


V x c (water) x ¦¤T = 00 x 4.1 x 1.8 = 1508.4 J


This is only the heat taken up by the water. Of course the beaker will take up some heat too. To find this we have to use this equation


c (beaker) x m (beaker) x ¦¤T, this too, equals the enthalpy in joules.


I put in my values in the equation


(0. x 4.1) x 18.81 x 1.8 = 08.7004 J


To get the total heat of reaction I have to plus these values together like this


1508.4 + 08.7004 = 1717.1 J


Since this heat is released, the ¦¤H is negative. ¦¤H is in this case -1717.1 J.


Reaction


NaOH (s) + H+(aq) + Cl- (aq)¨¤ Na+(aq) + Cl- (aq) + HO


m (beaker) 17.70g.


m (NaOH) 0. g. = 0.0481065 moles.


V 100 ml of 0.5 M HCl (aq)


c (beaker) 0. x 4.1 J/g


c (HCl (aq)) 4.1 J/g


T1 0.¡ã


T 5.0¡ã


¦¤T= T1 - T = 4.1¡ã


To find the enthalpy for this reaction, I just do the same as I did in reaction 1.


Total equation


(V x c (HCl (aq)) x ¦¤T) + (c (beaker) x m (beaker) x ¦¤T)


I put in my values


(100 x 4.1 x 4.1) + (0.x4.1 x 17.70 x 4.1) = (1717.) +


(47.116516) = 11.0165 J


Just as in reaction 1, heat is released. ¦¤H is therefore negative. ¦¤H = - 11.0165 J


Reaction


Na+(aq) + OH- (aq) + H+ (aq) + Cl- (aq) ¨¤


Na+(aq)+Cl- (aq)+ HO


m (beaker) 141.04 g.


V (NaOH) 50 ml, 0.5 M


V (HCl) 50 ml, 0.5 M


V total 100 ml


c (beaker) 0.x4.1 J/g


c (NaOH+HCl) 4.1 J/g


T1 0.8


T .


¦¤T= T1 - T = .1¡ã


I do the same as in reaction 1 and .


Total equation


(V x c (NaOH+HCl) x ¦¤T) + (c (beaker) x m (beaker) x ¦¤T)


I put in my values


(100 x 4.1 x .1) + (0. x 4.1 x 141.04 x .1) = (18.) + (67.0751) = 1665.751 J


Just like reaction 1 and , does reaction release heat, and its ¦¤H is therefore negative. ¦¤H = - 1665.751 J


Calculating the heat of formation


The heat of formation is the heat of reaction divided by the number of moles we used, or the enthalpy change when one mole of a compound is formed from its element.


In reaction 1 we used 0.0506666 moles of NaOH


The heat of reaction in this experiment was -1717.1 J


To convert this into heat of formation we need to divide it by the number of moles of NaOH used, like this


-1717.1/0.0506666 = - 80.58 J = - .806 kJ


In reaction we used 0.0481065 moles of NaOH. Since we used the sodium hydroxide to neutralize the hydrochloric acid, it¡¯s not certain that this is the number of moles used in the reaction. We need to determine which substance is the limiting one. To do this I need to calculate the number of HCl moles in the hydrochloric acid.


n = c x v I put in my values


n = 0.5 x 0.1 = 0.05 moles


There is about 0.05 moles of each substance, but we have a little more of the hydrochloric acid, which means that NaOH is the limiting substance and the substance we should use for the calculation.


To calculate the heat of formation, I¡¯ll do the same as I did for the first reaction.


- 11.0165 / 0.0481065 = - 887.4554 J =


- 88.74554 kJ


In reaction the is the same number of moles of both of the substances.


n = c x v I put in my values for reaction


n = 0.50 x 0.05 = 0.05 moles


To get the heat of formation I divide the heat of reaction with the number of moles.


1665.751 / 0.05 = 666.1815 J = 66.61815 kJ


To get the equation which we were to use to check the correctness we had to reverse reaction number one and add it to number two so


¨C 1 =


To see if my answers are correct, I check them in this way


To get the total heat of formation you have to take reaction (- 87.6 kJ) minus reaction 1 (- . kJ) equals reaction , like this


¦¤H - ¦¤H1 = ¦¤H


- 88.74554 ¨C (- .8058) = - 54.818611 kJ


The answer should be equal to ¨C66.616 kJ. This means that we are about 1. kJ away from real answer.


Discussion I think our result is acceptable, but pretty far from accurate. I think that when perform a lab like this, there are many different sources of errors, which are hard to eliminate. Heat will always be lost to the surroundings for example. Something that I think we could maybe have done better job at recording the starting temperature. We just left the thermometer in for about one minute. Maybe we should have left it there longer and we might have gotten an even better result. But at least we used a digital one, instead of a normal one, that must have given us a better result. Other than that, I can¡¯t really think of anything we could have done wrong, or something that we could have done in a better way.


Could there be any errors in the calculations? The specific heat content of water is 4.1 J/g. We where supposed to use the same value for the hydrochloric acid, but is that really 100 % correct? It there a better value you could use to get a better result?


I don¡¯t think this is a really important lab, I don¡¯t think this is something that you do very often since heat of formation is so well documented in books. But the lab really helped me to understand the different between heat of reaction and heat of formation, and how to calculate these.


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Friday, October 30, 2020

Costs of Linux vs. Windows

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Costs of Linux vs. Windows


There is much debate currently among IT professionals as to whether Linux's total Cost of ownership (TCO) is lower than that of Windows or any other operating system. The debate is complicated by the wide variety of factors on which a comparison can be made. First, there are many flavors of Linux. Which distribution is being compared to what version of Windows can lead to widely varied answers. There is no simple preset formula for making the comparison.


For the home environment it would be simple to say that since Linux is available free, it must be cheaper that Windows. However, virtually every computer today comes equipped with a Windows operating system. Therefore one has to replace it with a Linux operating system. As described previously some machines are now available with just a Linux operating system. These will certainly be cheaper than a similarly equipped Windows based machine.


A second comparison can be made for someone considering upgrading their operating system from an older version of Windows such as Windows 5 or 8 to Windows XP.


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In this case a Windows XP upgrade costs about $100 where as a box version of Red Hat Linux 8.0 cost only $70 dollars. Many existing software programs that work under earlier versions of Windows will no longer function under Windows XP so the user is faced with buying new versions of this software. In this circumstance switching to Linux would be cost effective because there are certainly open source versions of virtually every program made for Windows. If the user switches to Linux and installs a program such as Wine, it is likely their existing Windows programs will continue to function.


For the home user, the decision to switch from Windows to Linux is a relatively minor cost consideration. However, for a small to medium size company with hundreds of desktop workstations, the cost consideration is a major issue. Again there is no simple comparison method and the calculation of a TCO is not trivial. For a commercial network comparison the calculation of TCO is very much affected by the functions Linux is performing, the number and type of servers, and the size of the network.


Most analysts do agree that the cost of acquiring the software is a minor element in the life cycle TCO of a Linux installation versus a Windows installation. Many analysts would agree that the following list represents most of the factors that should be evaluated.


1. Cost of acquisition of software or licensing fees - this cost can vary over time if there is an annual license fee or if upgrades must be purchased (such as from Windows NT to Windows 000 or XP)


. Cost of trained and qualified administrators it's probably easier to fine a Windows MCSE's than to fine an equivalently trained Linux administrator. Labor costs are a major component of life-cycle costs in TCO. This factor is used in other calculations as seen below.


. Processing Units required This is a complex factor to evaluate. This is heavily dependent on the type of network and traffic. One such study of web servers using Intel architecture concluded that a system running Red Hat Linux needed 7.4 servers per 100,000 hits as compared to Windows needing 7.6 servers per 100,000 hits5.


4. Processing Units per Administrator the ability of the operating system to support administration is an important element. Some evaluations have argued that the number of workstations and/or servers that can be handled by one administrator under Linux is much greater than under Windows5. Related to this factor are the mean expected system failures per hour of operation. Some have argued that Linux is more stable thus requiring less intervention per hour that an equivalent Window system.


In one such evaluation of the economic impact of a decision to replace a Local Area Network designed to serve a 500 student system at a University6, it was concluded that switching to Unix based workstations and servers would save over $1.6 million in initial start-up costs and an additional $1.4 million in maintenance and replacement cost over a five year period.


Companies are warming up to Linux for a good reason Linux offers them an alternative to the licensing fees and other drawbacks of proprietary software. However, many professionals caution against open-sources hidden costs of implementation arising from lack of qualified personnel to maintain and repair Linux installations. The ultimate cost of either choice, they say, may depend on the needs and resources of an individual business.


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Persuasive Argument on Education

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Persuasive Argument on Education


Throughout the history of mankind, we have all some how been educated in many ways. Education is what all students, that are going to school, should be receiving. But unfortunately, some don't get the education they should be acquiring due to many reasons. My purpose on speaking to each and every one of you is to inform you on the many reasons why students aren't obtaining the education they should be getting.


One of the many reasons is schools being overcrowded. The states average class size is to 7 students depending on the grade level. But as we speak right now, there are classes well above the state average, classes reaching up to to 7 students. With schools being overcrowded, students do not get the attention they should receive and do poorly on report cards as a result to this. I think that more schools should be constructed or add more buildings to existing schools and by doing that be able to hire more teachers in order to reduce the size of students in a classroom.


Another reason why students aren't receiving the education they should be getting is due to teachers that lack-interest of the well being of students. From past experience, there is such thing. Teachers now a day just don't care as long as they are getting paid. They hand out the work that you are required to do and tell you when it is due. This is no way to learn anything in this country. Teachers should be hired because of their motivation towards teaching. Teachers should be able to motivate students to learn more than what they should already know. By this being done, students would enjoy going to school and drug-related problems and school killings might not occur.


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A third reason is the lack of school supplies/materials for the students and staff members. I personally have been in classes that I had to share a book with three people because there wasn't enough books for the whole class, which consisted about 6 students. In my current school, the students have to ask permission before printing anything, due to the lack of paper and ink for the printers, and if it is not school related, you are not allowed to print it out. I think that of school supplies/materials for the students and staff members should just be given to schools for either free or a lower price then what is paid for.


In conclusion, I think the money that is given, funded, and raised for schools should be spent wisely, not on things that are not necessary. I think that sport teams, clubs, and bands aren't really necessary. All the money spent on those things can be use for textbooks, paper, writing materials, and computers that actually work. I hope I have some how made you realize that schools today aren't what they really should be.


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Anorexic

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OPERANT (INSTRUMENTAL) CONDITIONING


The major theorists for the development of operant conditioning are Edward Thorndike, John Watson, and B. F. Skinner. This approach to behaviorism played a major role in the development of the science of psychology, especially in the United States. They proposed that learning is the result of the application of consequences; that is, learners begin to connect certain responses with certain stimuli. This connection causes the probability of the response to change (i.e., learning occurs.)


Thorndike labeled this type of learning instrumental. Using consequences, he taught kittens to manipulate a latch (e.g., an instrument). Skinner renamed instrumental as operant because it is more descriptive (i.e., in this learning, one is operating on, and is influenced by, the environment). Where classical conditioning illustrates S--R learning, operant conditioning is often viewed as R--S learning since it is the consequence that follows the response that influences whether the response is likely or unlikely to occur again. It is through operant conditioning that voluntary responses are learned.


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The -term model of operant conditioning (S-- R --S) incorporates the concept that responses cannot occur without an environmental event (e.g., an antecedent stimulus) preceding it. While the antecedent stimulus in operant conditioning does not elicit or cause the response (as it does in classical), it can influence it. When the antecedent does influence the likelihood of a response occurring, it is technically called a discriminative stimulus.


It is the stimulus that follows a voluntary response (i.e., the responses consequence) that changes the probability of whether the response is likely or unlikely to occur again. There are two types of consequences positive (sometimes called pleasant) and negative (sometimes called aversive). These can be added to or taken away from the environment in order to change the probability of a given response occuring again.


General Principles


There are 4 major techniques or methods used in operant conditioning. They result from combining the two major purposes of operant conditioning (increasing or decreasing the probability that a specific behavior will occur in the future), the types of stimuli used (positive/pleasant or negative/aversive), and the action taken (adding or removing the stimulus).


Outcome of Conditioning


Increase Behavior Decrease Behavior


PositiveStimulus PositiveReinforcement (add stimulus) Response Cost (remove stimulus)


NegativeStimulus NegativeReinforcement (remove stimulus) Punishment (add stimulus)


Analyzing Examples of Operant Conditioning


There are five basic processes in operant conditioning positive and negative reinforcement strengthen behavior; punishment, response cost, and extinction weaken behavior.


1. Postive Reinforcement--the term reinforcement always indicates a process that strengthens a behavior; the word positive has two cues associated with it. First, a positive or pleasant stimulus is used in the process, and second, the reinforcer is added (i.e., positive as in + sign for addition). In positive reinforcement, a positive reinforcer is added after a response and increases the frequency of the response.


. Negative Reinforcement-- the term reinforcement always indicates a process that strengthens a behavior; the word negative has two cues associated with it. First, a negative or aversive stimulus is used in the process, and second, the reinforcer is subtracted (i.e., negative as in a - sign for subtraction). In negative reinforcement, after the response the negative reinforcer is removed which increases the frequency of the response. (Note There are two types of negative reinforcement escape and avoidance. In general, the learner must first learn to escape before he or she learns to avoid.)


. Response Cost--if positive reinforcement strengthens a response by adding a positive stimulus, then response cost has to weaken a behavior by subtracting a positive stimulus. After the response the positive reinforcer is removed which weakens the frequency of the response.


4. Punishment--if negative reinforcement strengthens a behavior by subtracting a negative stimulus, than punishment has to weaken a behavior by adding a negative stimulus. After a response a negative or aversive stimulus is added which weakens the frequency of the response.


5. Extinction--No longer reinforcing a previously reinforced response (using either positive or negative reinforcement) results in the weakening of the frequency of the response.


Rules in analyzing examples. The following questions can help in determining whether operant conditioning has occured.


a. What behavior in the example was increased or decreased?


b. Was the behavior increased (if yes, the process has the be either positive or negative reinforcement), or decreased (if the behavior was decreased the process is either response cost or punishment).


c. What was the consequence / stimulus that followed the behavior in the example?


d. Was the consequence / stimulus added or removed? If added the process was either positive reinforcement or punishment. If it was subtracted, the process was either negative reinforcement or response cost.


Examples. The following examples are provided to assist you in analyzing examples of operant conditioning.


a. Billy likes to campout in the backyard. He camped-out on every Friday during the month of June. The last time he camped out, some older kids snuck up to his tent while he was sleeping and threw a bucket of cold water on him. Billy has not camped-out for three weeks.


l. What behavior was changed? camping-out


. Was the behavior strengthened or weakened? weakened (eliminate positive and negative reinforcement)


. What was the consequence? having water thrown on him


4. Was the consequence added or subtracted? added


Since a consequence was added and the behavior was weakened, the process was punishment.


b. Every time Madge raises her hand in class she is called on. She raised her hand time during the first class, times in the second and 4 times during the last class.


l. What behavior was changed? Handraising


. Was the behavior strengthened or weakened? strengthened (eliminates response cost, punishment, and extinction)


. What was the consequence? being called on


4. Was the consequence added or subtracted? added


Since the consequence was added and the behavior was strengthened, the process is positive reinforcement.


c. Gregory is being reinforced using a token economy. When he follows a direction / command he earns a point. At the end of each day, he can buy freetime, t.v. privileges, etc. with his points. When he misbehaves or doesnt follow a command, he loses points. Andrew used to call his mom names. Since he has been on the point system, his name calling has been reduced to almost zero.


l. What behavior was changed? name calling


. Was the behavior strengthened or weakened? weakened (eliminate positive and negative reinforcement)


. What was the consequence? losing points


4. Was the consequence added or subtracted? subtracted


Since the consequence was subtracted and the behavior was weakened, the process is response cost.


d. John does not go to the dentist every 6-months for a checkup. Instead, he waited until a tooth really hurts, then goes to the dentist. After two emergency trips to the dentist, John now goes every 6-months.


1. What behavior was changed? going to the dentist


. Was the behavior strengthened or weakened? strengthened (eliminate response cost and punishment)


. What was the consequence? tooth no longer hurting


4. Was the consequence added or subtracted? subtracted


Since the consequence was subtracted and the behavior was strengthened, the process is negative reinforcement.


Applications of Operant Conditioning to Education


Our knowledge about operant conditioning has greatly influenced educational practices. Children at all ages exhibit behavior. Teachers and parents are, by definition, behavior modifiers (if a child is behaviorally the same at the end of the academic year, you will not have done your job as a teacher; children are supposed to learn (i.e., produce relatively permanent change in behavior or behavior potential) as a result of the experiences they have in the school / classroom setting.


Behavioral studies in classroom settings have clearly established ways to organize and arrange the physical classroom to facilitate both academic and social behavior. Teaching itself has also been the focus of numerous studies, and has resulted in a variety of teaching models for educators at all levels. Programmed instruction is only one such model. Programmed instruction requires that learning be done in small steps, with the learner being an active participant (rather than passive), and that immediate corrective feedback is provided at each step.


Developed by W. Huitt and J. Hummel


Last Revised July , 17


http//chiron.valdosta.edu/whuitt/col/behsys/operant.html


Operant Conditioning


Operant conditioning, also called instrumental conditioning, is a method for modifying behavior (an operant) which utilizes contingencies between a discriminative stimulus, an operant response, and a reinforcer to change the probability of a response occurring again in that situation. This method is based on Skinners three-term contingency and it differs from the method of Pavlovian conditioning.


An everyday illustration of operant conditioning involves training your dog to shake on command. Using the operant conditioning technique of shaping, you speak the command to shake (the discriminative stimulus) and then wait until your dog moves one of his forepaws a bit (operant response). Following this behavior, you give your dog a tasty treat (positive reinforcer). After demanding ever closer approximations to shaking your hand, your dog finally comes to perform the desired response to the verbal command shake.


Skinner is famous for the invention of the Skinner box, an experimental apparatus which he designed to modify animal behavior within an operant conditioning paradigm.


Www.psychology.uiowa.edu


The Operant Conditioning of Human Motor Behavior


A very large body of experimental results have accumulated in the field of operant, or instrumental, conditioning of the rat, the pigeon, and of other experimental animals. The application to human behavior of the laws generated by such research is most often done by the use of theory. An alternative method is to demonstrate that the manipulation of classes of empirically defined variables that produce specific and highly characteristic changes in the behavior of small experimental animals in Skinner boxes produce similar changes in the behavior of college students.


This paper reports procedures for the direct application of the variables defining the paradigm for operant conditioning to human behavior and shows that human beings act very much indeed like experimental animals when they are subjected to the same experimental treatments. It suggests that direct application of conditioning principles to some categories of human behavior may be justified. The procedures are simple and they may be followed by anyone, with a minimum of equipment.


That it is possible to condition human motor behavior will surprise few who are concerned with behavior theory. Nevertheless, it has not always been clear what behaviors will act as responses, what events will prove to be reinforcing stimuli, or exactly what procedures would most readily yield reproducible results. This paper describes methods that have been worded out for easy and rapid operant conditioning of motor behavior in humans, states characteristic findings, and reports sample results. Developed in a series of exploratory experiments in an elementary laboratory course in psychology, the methods may have a wider utility.


Development of the Method


In one years class in the introductory laboratory, an attempt was made to reproduce the Greenspoon effect (1), in which the rate of saying plural nouns is brought under experimental control by the use, as a reinforcing stimulus, of a smile by the experimenter, or by his saying Mmmm, or Good. The results were indifferent a few students had good success with some subjects; the majority failed with all their subjects. The successful students seemed, casually, to be the best-looking, most mature, and most socially acceptable; they tended to have prestige. This suggested that the procedure was effective because S cared about Es behavior; that is, he noticed and responded in one way or another to what E said or did.


This observation is consistent with the Guthrian (but Skinner-box-derived) view that if one could isolate any single property shared by reinforcing stimuli (whether primary or secondary), it would prove to be that all reinforcing stimuli produce a vigorous response of very short latency (). Greenspoons procedure was therefore modified to force S to respond to the stimuli that E wished to use as reinforcers. Thereafter, the incidence of failures to condition human Ss dropped considerably.


Using these methods, many kinds of stimuli have been found to be reinforcing in the hands of student experimenters, and a wide variety of responses have been conditioned. Data have been gathered on performance under regular reinforcement, and under such other schedules as variable and fixed interval, and variable and fixed ratio (, 4), both in establishing rates of response and in yielding extinction curves of appropriate form after the termination of reinforcement. Experiments have been done on response differentiation, discrimination training and chaining. Indeed, there is reason to believe that the whole battery of operant phenomena can be reproduced in a short time. Incidental data have been obtained on awareness, insight, or what-have-you.


Here is a sample set of instructions to E for human conditioning. In presenting the method more fully, we shall amplify each section of these instructions in turn.


Procedure Human Operant Motor Conditioning


1. Instruction to subject Your job is to work for points. You get a point every time I tap the table with my pencil. As soon as you get a point, record it immediately. You keep the record of your own points--try to get as many as possible. As necessary Im sorry, I cant answer any questions. Work for points. DO NOT SAY ANYTHING ELSE TO S. Avoid smiling and nodding.


. Reinforcing stimulus pencil tap.


. Response tapping forefinger to chin. Be sure the tap on the chin is complete before reinforcing--that is, be sure that S has tapped his chin and withdrawn his finger. During regular reinforcement, be sure S does not jump the gun and record a point before you give it to him. If S does this, withhold reinforcement and say You got no point that time. You get a point only when I tap the table. Be sure you get a point before recording.


4. Procedures Observe S; determine operant level of chin-tapping before giving instructions.


a. Approximation conditioning of chin-tap (described later).


b. 100 regular reinforcements of chin-tap.


c. Shift to


[1/ of the subjects] 0-second fixed interval reinforcement.


[1/ of the subjects] fixed ratio reinforcement at ratio given by Ss rate per 0 seconds.


[When shifting from regular reinforcement to the schedule, make sure that S doesnt extinguish. If his rate has been high, youll have to shift him, perhaps, to a 01 ratio--with such a change, S will probably extinguish. Prevent this by shifting him first to a 5 1 ratio (for minutes), then to 10 1 (for minutes), then to 0 1. Similarly, put S on 10 second F. I., then a 0-second F. I., and finally on a 0-second one.]


Continue for 500 responses.


d. Extinguish to a criterion of 1 successive 15-second intervals in which S gives not more than responses in all.


5. Subjects awareness


[1/4 of Ss] Record any volunteered statement made by S.


[1/4 of Ss] At the end of the experiment, ask, What do you think was going on during this experiment? How did it work?


[1/4 of Ss] Add to instructions When you think you know why you are getting points, tell me. I wont tell you whether youre right or wrong, but tell me anyway. At about the middle of each procedure, ask, What do you think we are doing now?


[1/4 of Ss] At the beginning of each procedure, give S full instructions


a. Youll get a point every time you tap your chin, like this. (Demonstrate.)


b. From now on, youll get a point for every twentieth response, or ... for a response every 0 second. From now on, youll get no more points, but the experiment will continue.


6. Records


a. Note responses reinforced during approximation; record time required, and number of reinforcements given.


b. Record number of responses by 15-second intervals. Accumulate.


c. Draw cumulative response curves.


d. Be sure your records and graphs clearly show all changes in procedure, and the points at which S makes statements about the procedure.


e. Compute mean rates of response for each part of the experiment.


f. Record all spontaneous comments of S that you can; note any and all aggressive behavior in extinction.


General Notes


Duration and situation. As short a time as 15 minutes, but, more typically, a period of 40 to 50 minutes can be allotted to condition an S, to collect data under regular and partial reinforcement schedules, to develop simple discriminations, and to trace through at least the earlier part of the extinction curve. The experiment should not be undertaken unless S has ample time available; otherwise Ss tend to remember pressing engagements elsewhere when placed on a reinforcement schedule. We have not tried, as yet, to press many Ss very much beyond an hour of experimentation.


The experiments can be done almost anywhere, in a laboratory room, in students living quarters, or in offices. Background distractions, both visual and auditory, should be relatively constant. Spectators, whether they kibitz or not, disturb experimental results.


The E may sit opposite S, so that S can see him (this is necessary with some reinforcing stimuli), or E may sit slightly behind S. S should not be able to see Es record of the data. In any case, E must be able to observe the behavior he is trying to condition.


Subject and experimenter. Any cooperative person can be used as a subject. It does not seem to matter whether S is sophisticated about the facts of conditioning; many Ss successfully conditioned, who gave typical data, had themselves only just served as Es . However, an occasional, slightly sophisticated S may try to figure out how hes supposed to behave and try to give good data. He will then emit responses in such number and variety that it is difficult for E to differentiate out the response in which he is interested.


People who have had some experience with the operant conditioning of rats or pigeons seem to become effective experimenters, learning these techniques faster than others. The E must be skilled in delivering reinforcements at the proper time, and in spotting the responses he wants to condition. With his first and second human S, an E tends to be a little clumsy or slow in reinforcing, and his results are indifferent. About a third of our students are not successful with the first S. Practice is necessary.


Apparatus. The indispensable equipment is that used by E to record a watch with a sweep second hand, and paper and pencil. Beyond these, the apparatus man can have a field day with lights, bells, screens, recorders, and so on. This is unnecessary.


Instructions


Conditioning may occur when no instructions whatever are given, but it is less predictable. The instructions presented here give consistent success.


Subjects may be told that they are participating in a game, an experiment, or in the validation of a test of intelligence. All will work. Spectacular results may be achieved by describing the situation as test of intelligence, but this is not true for all Ss.


In general, the simpler the instructions the better. No mention should be made that S is expected to do anything, or to say anything. Experience suggests that if more explicit instruction is given, results are correspondingly poor. Elaborate instructions tangle S up in a lot of verbally initiated behavior that interferes with the conditioning process.


The instructions will be modified, of course, to fit the reinforcement. It seems to be important for S to have before him a record of the points he has earned. (This is not, of course, Es record of the data.) It seems to be better if he scores himself, whether by pressing a key that activates a counter, or by the method described here. Most Ss who do not have such a record either do not condition, or they quit working.


Reinforcing Stimuli


Any event of short duration whose incidence in time is under the control of E may be used as a reinforcing stimulus if S is instructed properly. The most convenient is the tap of a pencil or ruler on a table or chair arm, but E may say point, good, and so on. Lights, buzzers, counters, all work. One student found that getting up and walking around the room and then sitting down was a very effective reinforcer for his instructed S. (Make me walk around the room.)


The E may assign a value to the reinforcing stimulus in the instructions--e.g., for each 10 points S gets a cigarette, a nickel, or whatever. Members of a class may be told that if they earn enough points as Ss, they may omit writing a lab report.


Where no instructions are given, or where the instructions do not provide for an explicit response to a reinforcing stimulus (as in the Greenspoon experiment--i.e., when E wished to use a smile, or an mmmm, with the intention of showing learning without awareness) many Ss will not become conditioned.


The most important features of the operation of reinforcement are (a) that the reinforcing stimulus have an abrupt onset, (b) that it be delivered as soon as possible after the response being conditioned has occurred, and (c) that it not be given unless the response has occurred. Delayed reinforcement slows up acquisition; it allows another response to occur before the reinforcement is given, and this response, rather than the chosen one, gets conditioned. The best interval at which to deliver a reinforcing stimulus seems to be the shortest one possible--the Es disjunctive reaction time.


When S has been conditioned and is responding at a high rate, he may show conditioned recording--i.e., he will record the point before E has given it to him. The E must watch for this.


When S can observe E, it is entirely possible that Ss behavior is being reinforced, not by the chosen reinforcing stimulus, but by others of Es activities, such as intention movements of tapping the table, nods of the head, and recording the response. The effect of such extraneous reinforcers can be easily observed during extinction, when the designated reinforcing stimulus is withdrawn. The precautions to be taken here will depend upon the purpose of the experiment. The E should thus remain as quiet and expressionless as possible.


The Response


The E has great latitude in his choice of behavior to be conditioned. It may be verbal or motor, it may be a response of measurable operant level before reinforcement, it may be a complex and infrequent response that S seldom, if ever, has performed. One qualification is that the response must be one that terminates relatively quickly, so that reinforcement can be given. (One E conditioned an S to bend his head to the left, reinforcing when the head was bent. The S held his head bent for longer and longer times, and so got fewer and fewer reinforcements as the procedure became effective. He became bored and stopped working.)


Motor behavior. The E may observe S for a few minutes before proposing to do an experiment on him and choose to condition some motor behavior S occasionally shows, such as turning his head to the right, smiling, or touching his nose with his hand.


The E will then first determine its operant level over a period of time before he starts to reinforce. Here, changes in rate of response as a function of the reinforcement variables demonstrate conditioning. Such behavior is easily conditioned without awareness.


The E may decide in advance on a piece of Ss behavior he wishes to condition. In this case, he may choose something like picking up a pencil, straightening his necktie, and so on. If E chooses something as simple as this, he can usually afford to sit and wait for it to occur as an operant. If it does not, he may find it necessary to shape the behavior, as will be necessary if he chooses a relatively or highly unlikely piece of behavior, such as turning the pages of a magazine, slapping the ankle, twisting a button, looking at the ceiling, placing the back of the hand on the forehead, writing a particular word, or assuming a complex posture.


Many of the readers will question this use of the word response. It is being used in accordance with the definition made explicit in Skinners The Behavior of Organisms


Any recurrently identifiable part of behavior that yields orderly functional relationships with the manipulation of specified classes of environmental variables is a response.


So far, this concept has proven a useful one We have not explored the outer limits of the concept, with respect either to the topography or to the consequences of the behavior--we have not sampled broadly enough to find parts of behavior tentatively classifiable as responses that didnt yield such functions when we tried to condition them.


The contingencies of reinforcement, established in advance by E, determine the specifying characteristics of a response He may reinforce only one word, or one trivial movement. In this case, he gets just that word or movement back from S. If E reinforces every spoken sentence containing any word of a specifiable class (e.g., the name of an author) he gets back from S a long discussion of literary figures. Plotted cumulatively, instances of naming of authors and titles in a whole sentence behave as a response class. By restricting reinforcement to naming one author, the discussion is narrowed. This method may serve fruitfully in research on what some call response-classes and others call categories of behavior.


Discussion


Operant conditioning as it was described in The Behavior of Organisms is concerned with the behavior that the layman calls voluntary. This characterization is still valid--the behavior during conditioning is not forced, as one might characterize the conditioned knee-jerk, or necessarily unconscious, as might be applied to the conditioned GSR. Ss work because they want to. Ss behavior is nonetheless lawful and orderly as a function of the manipulations of E, and his behavior is predictable by extrapolation from that of lower animals.


These assertions, like the procedure itself, involve no theoretical assumptions, presuppositions, or conclusions about what is going on inside Ss head. It does not assert that all learning occurs according to this set of laws, or that this process of conditioning is typical of all human learning. It does not assert that S is no better (or worse) than a rat, or that his behavior is unintelligent, or that since, say Ss get information from a reinforcing stimulus, so too do rats. The behavior is highly similar in the two cases--we leave it to others to make assertions to the effect that rats think like men, or that men think like rats.


The procedures can be characterized as bearing close relationship to a number of parlor games. Indeed, such conditioning might be considered by some as nothing more than a parlor game. This would not be the first time, however, that examples of rather basic psychological laws turned up in this context. Parlor games, like other recreational activities, are, to be sure, determined culturally, but it is doubtful that a parlor game could be found whose rules were in conflict with the general laws of behavior.


That the procedure is more than a parlor game is demonstrated by the fact that it provides a situation in which a number of the variables controlling voluntary behavior can be experimentally isolated and manipulated; that stable measures of a wide variety of behavior are yielded and, finally, that the procedure yields orderly data that may be treated in any one of a variety of theoretical systems.


Theoretical Discussion


The data lend themselves very well indeed to theoretical discussion in terms of perceptual reorganization, habit strength, expectancy, or knowledge of results, as well as to simple empirical description in the vocabulary of conditioning. Chàcun a son got.


Summary


A series of procedures are presented that enable an experimenter to reproduce, using the motor (and verbal) behavior of human subjects, functions that have been previously described in the behavior of rats and pigeons. Some remarks on awareness in the situation are made.


http//cogprints.soton.ac.uk/documents/disk0/00/00/06/04/cog00000604-00/biblio5.html


Comparison of Classical and Operant Conditioning


Classical and operant conditioning share many of the same basic principles and procedures. For example, Kimble (161) has pointed out that the basic principles of acquisition, extinction, spontaneous recovery, and stimulus generalization are common to both types of learning. There are several differences, however, between classical and operant conditioning. Although a basic feature of operant conditioning is reinforcement, classical conditioning relies more on association between stimuli and responses. A second distinction is that much of operant conditioning is based on voluntary behavior, while classical conditioning often involves involuntary reflexive behavior. These distinctions are not as strong as they once were believed to be. For example, Neal Miller (178) has demonstrated that involuntary responses, such as heart rate, can be modified through operant conditioning techniques. It now appears that classical conditioning does involve reinforcement. And many classical conditioning situations also involve operant behavior. For example, lets assume that Tina was conditioned to fear rats like Little Albert. She would first learn to associate the rat with the loud noise through classical conditioning. Then presentation of the rat would produce a fear reaction and Tina would learn to escape from the aversive stimulus through operant conditioning (negative reinforcement). This is sometimes called the two-factor theory of avoidance conditioning (Mowrer & Lamoreaux, 14).


Classical Conditioning Operant Conditioning


Acquisition Acquisition


Extinction Extinction


Spontaneous recovery Spontaneous recovery


Stimulus generalization Stimulus generalization


Association between stimuliand responses Reinforcement


Based on involuntary reflexive behavior Based on voluntary behavior


http//tip.psychology.org/skinnerhtml


Operant Conditioning


(B.F. Skinner)


Overview


The theory of B.F. Skinner is based upon the idea that learning is a function of change in overt behavior. Changes in behavior are the result of an individuals response to events (stimuli) that occur in the environment. A response produces a consequence such as defining a word, hitting a ball, or solving a math problem. When a particular Stimulus-Response (S-R) pattern is reinforced (rewarded), the individual is conditioned to respond. The distinctive characteristic of operant conditioning relative to previous forms of behaviorism (e.g., Thorndike, Hull) is that the organism can emit responses instead of only eliciting response due to an external stimulus.


Reinforcement is the key element in Skinners S-R theory. A reinforcer is anything that strengthens the desired response. It could be verbal praise, a good grade or a feeling of increased accomplishment or satisfaction. The theory also covers negative reinforcers -- any stimulus that results in the increased frequency of a response when it is withdrawn (different from adversive stimuli -- punishment -- which result in reduced responses). A great deal of attention was given to schedules of reinforcement (e.g. interval versus ratio) and their effects on establishing and maintaining behavior.


One of the distinctive aspects of Skinners theory is that it attempted to provide behavioral explanations for a broad range of cognitive phenomena. For example, Skinner explained drive (motivation) in terms of deprivation and reinforcement schedules. Skinner (157) tried to account for verbal learning and language within the operant conditioning paradigm, although this effort was strongly rejected by linguists and psycholinguists. Skinner (171) deals with the issue of free will and social control.


Scope/Application


Operant conditioning has been widely applied in clinical settings (i.e., behavior modification) as well as teaching (i.e., classroom management) and instructional development (e.g., programmed instruction). Parenthetically, it should be noted that Skinner rejected the idea of theories of learning (see Skinner, 150).


Example


By way of example, consider the implications of reinforcement theory as applied to the development of programmed instruction (Markle, 16; Skinner, 168)


1. Practice should take the form of question (stimulus) - answer (response) frames which expose the student to the subject in gradual steps


. Require that the learner make a response for every frame and receive immediate feedback


. Try to arrange the difficulty of the questions so the response is always correct and hence a positive reinforcement


4. Ensure that good performance in the lesson is paired with secondary reinforcers such as verbal praise, prizes and good grades.


Principles


1. Behavior that is positively reinforced will reoccur; intermittent reinforcement is particularly effective


. Information should be presented in small amounts so that responses can be reinforced (shaping)


. Reinforcements will generalize across similar stimuli (stimulus generalization) producing secondary conditioning


Www.dushkin.com


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Thursday, October 29, 2020

Things

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home.) The Choctaw were told that the Americans in Washington cared little for the situation. They wanted the Choctaw moved on their own, or by military force. The Indians were believed to be ignorant savages, but they were industrious farmers, merchants, and businessmen of all types. Some were educated people, many were Christians. They even had an organized system of government and a codified body of law. Some of these people were not even Indians, some were strangers and orphans had been taken in over the years. These were people who did not deserve what they went through. When the Chiefs and Warriors signed the treaty, they had come to the realization that they had no option. For doing this the government officials guaranteed to the Indians the body of the treaty, safe conveyance to our new homes. (You cannot forget that in this treaty, the Choctaw traded 10. million acres of land east of the Mississippi for 10. acres in Oklahoma and Arkansas that we already owned under previous treaties.) Further, it included provisions and monetary annuities, to assist the people to make a new start. One half of the people were to depart almost immediately, the rest the next year. On March 7, 188, congress did not accept the request for the relief of the Cherokee. Many then saw their land and property sold before their own eyes. The conveyances promised turn out to be a forced march. it was said that ...seven thousand soldiers swooped over the nation causing the Cherokees to suffer greatly and also the troops were ordered To use guns and swords if necessary to punish any Cherokee who tried to hide. (Brill, 4) At the point of a gun, the pace killed many of the old, exposure and bad food killed most. Spoiled beef and vegetables are poor provisions, Many walked the entire distance without shoes, barely clothed. It is told that, Hateful soldiers prodded and kicked the old and sick on their march to the camps. Those who were too weak to keep up were left by the road without food to recover or die. Soldiers pricked friends and family with bayonets to keep them from turning back to help (Brill, 45). These horrid conditions are what the Indians had to deal with. The supplies that were given had been rejected by the Americans. One person complained my feet are blistered and on my back is a read and blue backpack of fifty pounds (Ellis). The government cannot be blamed fully, nearly all of this was done by men that were interested only in making profits. They governments really is just wrong for not watching over the whole deal. Many of the old and the children died on the road. At each allowed stop, the dead were buried. Hearing of this many escaped. They knew that as they signed the rolls, to be removed, that they were signing their own death warrants( Brill, 4) . They hid in places that no one would travel to look for them (i.e., Swamps, hills). But as this horror occurred those in charge just reported their peaceful progress. (Ellis, walking the trial one mans journey along the Cherokee trail of tears.) Some marching claimed to be Black Dutch, Spanish, Creole, or Black. These people were accepted by neither the Americans or the papered. Many others who had to march fled to Illinois, Missouri, Arkansas, and Louisiana. The fertile lands, alive with game, lush with forests turned out to be bone-dry and covered in alkali pits. To the Indians the summer was more than hot, in the winter it was freezing. The Americans decided they needed more land. Again, pressure was brought to bear on the Choctaw. When this happened the Cherokee, Chickasaw, Kickapoo, Seminole, Wyandotte, Lenapi, Mohawk, and others had their reservations shrunk around them. The Choctaw were the first to be removed, the governments power and in fit for land, had removed nearly all of the Indians. The Mississippi Band of the Choctaw had escaped being removed, but had their land stripped down to 500 acres, and in five years none of that land was in Indian hands. Americans moved into Arkansas They ignored the treaties. The Indians who fled to California were being displaced by miners, farmers and ranchers. The discovery of gold g forming around the Indian people, so that expansion from the East was equaled by expansion from the West. ( Brill, The Trail of tears The Cherokee journey from home.) The Lakota watched their lands, cut to almost a third and then again until nearly all was gone. The gold prospect was a delight to the Americans along the way. Then In the 1880s, came Wovoka, who offered a message of hope and peace. With him he brought the Ghost Dance and all tribes listened to that Siren song. At the peak of this frenzy came Wounded Knee. There, unarmed and innocent men, women, and children were murdered by scared soldiers, who never took the time to find out what this was all about. Then what is ironic is that Medals of Honor were given to these men ... killing without even knowing why ... Not necessary death is honorable then. And then all American children know that The only good Indian is a dead Indian. George hicks complained Our property has been stolen and robbed from us by the white men. Why are they so bold? They know that we are in a defenseless situation, dependent on the Government for protection. (Brill, 51) Andrew Jackson was a sly fellow indeed. It is very Ironic that a chief saved Andrew Jacksons life during battle, yet Jackson never saw the Cherokees as having equal rights. The chief said If I had known Jackson would drive is from out homes I would have killed him that day. Jackson believed that in his case for the Indian removal, he believed that The consequences of a speedy removal will be important to the United States, to individual States, and to the Indians themselves. Jackson said he wanted this only for the good of the Indians. In the provisions made two important tribes agreed to it and felt that the rest would follow. Manifest destiny had to be a real strong belief of Jackson because he said What good man would prefer a country covered with forests and ranged by a few thousand savages to our extensive Republic, studded with cities, towns, and prosperous farms, embellished with all the improvements which art can devise or industry execute, occupied by more than 1,000,000 happy people, and filled with all the blessings of liberty, civilization, and religion? A little foolish statement I believe because the Indians liked everything how it was. Nevertheless Jackson allowed this horrid deed to occur. He says he wanted to do this for the benefit of the Indian but did any Indians benefit from this or was their land truly stolen and then were treated unfairly by the government. Jackson spiced everything up for the people in his speeches but in real life ironically forgot that if it were not for an Indian he would be dead himself. (Andrew Jacksons case for removal of the Indians). Really the only thing that Jackson wanted was manifest destiny and more land for America. He was simply an opportunist given a chance and he took it. Everyone believed that the trail of tears, the Indian removal or whatever other name that you can give to it was something good for America. A land based on freedom and equality but something like this can happen. For the good of the Indians, Andrew Jackson humbly believed, but was it truly for the profit of himself and the country first before the good of the Indians (Andrew Jacksons case for removal of the Indians).


Works Cited


Ellis, Jerry. Walking the trail One mans journey along the Cherokee Trail of Tears. New York Dell Publishing, 11. Andrew Jackson Andrew Jacksons Case for the Removal of Indians. Online. America Online. 0 March 001. Brill, Marlene Tars. The Trail of Tears The Cherokee Journey from home. Connecticut The Millbrook Press, Inc., 15.


Word Count 14


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Wednesday, October 28, 2020

Primary and Secondary Data Collection Method

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As an Internet service provider, my primary task should be to provide the fastest and most reliable service to my customers. In this day and age, Internet service providers come a dime a dozen. They vary from telephone modem carriers such as Earthlink and Netzero to the faster service providers such as Time Warner's Roadrunner and Cox Cables' high speed Cox service. With so many providers out there, the competition is fierce. But, as a business owner, my job is to get as many clients as possible, which means either signing up a new Internet user or getting an existing Internet user to switch over their service to my organization. But, how does one go about doing this? The first step is to estimate the number of people in your service area with Internet connections in their households. This is done through proper data collection.


Data collection can be done through any number of ways. But, in the collection method, one needs to keep the costs down, get the information in a speedy manner, and verify that the data collected is reliable. For something like Internet service verification, one good means of data collection would be to conduct a telephone survey over a two to three week time period. The initial cost for this type of data collection would be very minimal. To begin, you would need the proper facility in which to house five to six phones. As an Internet Service Providers, having access to extra phone lines should not be difficult at all. One could plan on hiring a temporary phone marketing survey team by placing an advertisement in the local newspaper. The cost for the ad would be around $50.00 for the three week time period. The staff could be paid minimum wage, which is $6.50 per hour in California. With between five and six telephone operators, working five hours a day for three 5-day work weeks, the labor costs would run between $48.00 and $5.00. Again, this is a high number. One could always cut back on the amount of phone operators working or the time it takes to conduct the phone survey. This means of data collection is reliable and does not require a lot of extra labor hours or resources to be completed. The two to three week time span in which it takes to complete the survey is really quite a fast turn-around. But, a telephone survey is not the only route in which one could take with an Internet Service Provider data collection.


Using the old door-to-door method is also a viable way to collect information. But, the only problem with this is the amount of manpower needed to do so. First, we would need to place an ad in the local newspaper as we did with the phone marketing campaign. An average sized ad is going to cost roughly $50.00 for a two-three week period. From this ad we would hope to capture at least 5 good candidates. After this process has been completed, we send the "troops" out to comb the neighborhoods at least 8 hours a day for three weeks. Now, unfortunately, our labor costs will be much higher with an increase of up to three more hours of payroll each day. These extra payroll costs are unavoidable, as we will need more time to cover the same amount of ground as our staff is now on foot as opposed to using the phone. Total labor costs at the end of the three weeks will run as high as $4050.00 which is quite a bit more then our budgeted $5.00 for the phone marketing expenses. Now, we should also factor in that on a door-to-door basis, there will be many people who would be less apt to talk to our staff in person then over the phone. This will also get us less actual responses. When all is said and done, let us compare the results.


With a phone survey, we were able to keep our overhead down and the speed of the data collection was extremely efficient compared to the old door-to-door methods of collection. The reliability of the phone surveys and the door-to-door surveys were pretty much the same. Although, by keeping our staff in doors to conduct surveys over the phone, we were able to keep them fresh and alert. This created an overall better voice appeal to the individuals that we were surveying and we were able to get a much better response from the households. For this situation, the data collection method most appropriate for this situation was the telephone survey. It was the most reliable, the fastest, and most cost effective way to conduct our data research.


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Flammable and Combustible Liquids

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NFPA 0


Flammable and Combustible Liquids Code


This first came into existence in 11, at that time it was used as a model municipal ordinance known as the Suggested Ordinance for the Storage, Handling, and Use of Flammable Liquids. It stayed under this title until 157 when it was formatted into a code. The code was still basically the same as it was before, technical requirements and provisions stayed the same. During the codes eighty-nine year existence it has been revised numerous times to dictate increased experience and advances in technology.


The code is recommended for use as the basis for legal regulations on flammable and combustible liquids. It is intended to reduce the hazard to a degree consistent with reasonable public safety, without undue interference with public convenience and necessity, of operations that require the use of flammable and combustible liquids. Compliance with this standard does not eliminate all hazards in the use of flammable and combustible liquids.


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This code applies to the storage, handling, and use of flammable liquids, including waste liquids, as defined and classified. That means anything containing flammable or combustible liquid is under the reign of this code. Although there are exceptions to this.


The code doesn't apply in certain instances. A liquid that has a melting point equal to or greater than one hundred degrees Fahrenheit or that does not meet the criteria for fluidity given in the definition for liquid in the code. Also any liquefied gas or cryogenic liquid do not apply to the code. Any liquid that does not have a flashpoint, which can be flammable under some conditions, such as certain halogenated hydrocarbons and mixtures containing halogenated hydrocarbons. The storage of flammable and combustible liquids as covered by NFPA 5 nullifies the use of NFPA 0 on them.


The transportation of flammable and combustible liquids does not fall under the code. This is to be governed by the U.S. Department of Transportation. They decide the rules for transporting the flammable and combustible liquids. So it does not fall under the responsibility of the NFPA 0 standard.


The purpose of the code has not changed in it's history of existence. This code is to provide reasonable requirements for the safe storage and handling of flammable and combustible liquids. Materials of this category do logically need a code to manage their handling and storage.


The Code is not intended to prevent the use of systems, methods, or devices of equivalent or superior quality, strength, fire resistance, effectiveness, durability, or safety over those prescribed by this code, provided that technical documentation is submitted to the authority having jurisdiction to demonstrate equivalency and the system, method, or device is approved for the intended purpose. The provisions of this code shall be permitted to be altered at the discretion of the authority having jurisdiction after consideration of special situations, such as topographical conditions of the site, presence or absence of protective features, adequacy of building exits, the nature of occupancy, proximity to buildings or adjoining property and the construction of such buildings, capacity and construction of proposed storage tanks and the nature of the liquids to be stored, the nature of the process, the degree to which private fire protection is provided, and the capabilities of the local fire department. Such alternative arrangements shall provide protection at least equivalent to that required by this code. The code is also permitted to be altered at the discretion of the authority having jurisdiction in cases where other regulations, such as environmental protection, impose requirements that are not anticipated by this code. Such alternate arrangements shall still provide at least equivalent protection to what is required by code.


The provisions of this code shall be considered necessary to provide a reasonable level of protection from loss of life and property from fire and explosion. They reflect situations and the state of the art prevalent at the time the code was issued. Unless otherwise noted, it shall not be intended that the provisions of this code be applied to facilities, equipment, structures, or installations that were existing or approved for construction or installation prior to the effective date of this code, except in those cases where it is determined by authority having jurisdiction that the existing situation involves a distinct hazard to life or adjacent property.


Essay on what NFPA 0 entails.


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