CHAPTER I. THE GENERAL NUMBER. A. THE SYSTEM OF NUMBERS. Addition and Subtraction. . I. From the operation of counting and measuring arose the art of figuring, arithmetic, algebra, and finally, more or less, the entire structure of mathematics. During the development of the human race throughout the ages, which is repeated by every child during the first years of life, the first conceptions of numerical values were vague and crude: many and few, big and Httle, large and small. Later the ability to count, that is, the knowledge of numbers, developed, and last of all the ability of measuring, and even up to-day, measuring is to a considerable extent done by count- ing: steps, knots, etc. From counting arose the simplest arithmetical operation — addition. Thus we may count a bunch of horses: 1, 2, 3, 4, 5, and then count a second bunch of horses, 1, 2, 3; now put the second bunch together with the first one, into one bunch, and count them. That is, after counting the horses 2 ENGINEERING MATHEMATICS. of the first bunch, we continue to count those of the second bunch, thus : 1, 2, 3, 4, 5-6, 7, 8; which gives addition, 5 + 3 = 8; or, in general, a-\-h = c. We may take away again the second bunch of horses, that means, we count the entire bunch of horses, and then count off those we take away thus: 1, 2, 3, 4, 5, 6, 7, 8-7, 6, 5; which gives subtraction, 8-3 = 5; or, in general, c—h = a. The reverse of putting a group of things together with another group is to take a group away, therefore subtraction is the reverse of addition, 2. Immediately we notice an essential difference between addition and subtraction, which may be illustrated by the following examples : Addition: 5 horses +3 horses gives 8 horses, Subtraction: 5 horses —3 horses gives 2 horses, Addition: 5 horses +7 horses gives 12 horses, Subtraction: 5 horses— 7 horses is impossible. From the above it follows that we can always add, but we cannot always subtract; subtraction is not always possible; it is not, when the number of things which we desire to sub- tract is greater than the number of things from which we desire to subtract. The same relation obtains in measuring; we may measure a distance from a starting point A (Fig. 1), for instance in steps, and then measure a second distance, and get the total distance from the starting point by addition: 5 steps, from A to B, THE GENERAL NUMBER. 3 then 3 steps, from B to C, gives the distance from A to C, as 8 steps. 5 steps +3 steps =8 steps; 12 3 4 5 6 (^ 1 1 1 1 CD I B Fig. 1. Addition. or, we may step off a distance, and then step back, that is, subtract. another distance, for instance (Fig. 2), 5 steps— 3 steps = 2 steps; that is, going 5 steps, from A to B, and then 3 steps back, from B to C, brings us to C, 2 steps away from A. 12 3 4 5 H S 1 1 ®- C B Fig. 2. Subtraction. Trying the case of subtraction which was impossible, in the example with the horses, 5 steps -7 steps = ? We go from the starting point. A, 5 steps, to J5, and then step back 7 steps; here we find that sometimes we can do it, sometimes we cannot do it; if back of the starting point A is a stone wall, we cannot step back 7 steps. If A is a chalk mark in the road, we may step back beyond it, and come to C in Fig. 3. In the latter case, ■> 21O12345 (t) I (|) I 1 1 h C A B Fig. 3, Subtraction, Negative Result. at C we are again 2 steps distant from the starting point, just as in Fig. 2. That is, 5-3 = 2 (Fig. 2), 5-7 = 2 (Fig. 3). In the case where we can subtract 7 from 5, we get the same distance from the starting point as when we subtract 3 from 5, 4 ENGINEERING MATHEMATICS. but the distance AC in Fig. 3, while the same, 2 steps, as in Fig. 2, is different in character, the one is toward the left, the other toward the right. That means, we have two kinds of distance units, those to the right and those to the left, and have to find some way to distinguish them. The distance 2 in Fig. 3 is toward the left of the starting point A, that is, in that direction, in which we step when subtracting, and it thus appears natural to distinguish it from the distance 2 in Fig. 2, by calling the former— 2, while we call the distance AC in Fig. 2: +2, since it is in the direction from A, in which we step in adding. This leads to a subdivision of the system of absolute numbers, 1, 2, 3, . . . into two classes, positive numbers, + 1, +2, +3, ...: and negative numbers, -1,-2, -3, ...; and by the introduction of negative numbers, we can always carry gut the mathematical operation of subtraction: c—h = a, and, if h is greater than c, a merely becomes a negative number. 3. We must therefore realize that the negative number and the negative unit, —1, is a mathematical fiction, and not in universal agreement with experience, as the absolute number found in the operation of counting, and the negative number does not always represent an existing condition in practical experience. In the apphcation of numbers to the phenomena of nature, we sometimes find conditions where we can give the negative number a physical meaning, expressing a relation as the reverse to the positive number; in other cases we cannot do this. For instance, 5 horses -7 horses = -2 horses has no physical meaning. There exist no negative horses, and at the best we could only express the relation by saying, 5 horses -7 horses is impossible, 2 horses are missing. D THE GENERAL NUMBER. In the same way, an illumination of 5 foot-candles, lowered by 3 foot-candles, gives an illumination of 2 foot-candles, thus, . b foot-candles —3 foot-candles = 2 foot-candles. If it is tried to lower the illumination of 5 foot-candles by 7 foot-candles, it will be found impossible; there cannot be a negative illumination of 2 foot-candles ; the limit is zero illumina- tion, or darkness. From a string of 5 feet length, we can cut off 3 feet, leaving 2 feet, but we cannot cut off 7 feet, leaving —2 feet of string. In these instances, the negative number is meaningless, a mere imaginary mathematical fiction. If the temperature is 5 deg. cent, above freezing, and falls 3 deg., it will be 2 deg. cent, above freezing. If it falls 7 deg. it will be 2 deg. cent, below freezing. The one case is just as real physically, as the other, and in this instance we may express the relation thus: + 5 deg. cent. —3 deg. cent. = +2 deg. cent., -}-5 deg. cent. —7 deg. cent. = — 2 deg. cent.; that is, in temperature measurements by the conventional temperature scale, the negative numbers have just as much physical existence as the positive numbers. The same is the case with time, we may represent future time, from the present as starting point, by positive numbers, and past time then will be represented by negative numbers. But we may equally well represent past time by positive num- bers, and future times then appear as negative numbers. In this, and most other physical applications, the negative number thus appears equivalent with the positive number, and inter- changeable: we may choose any direction as positive, and the reverse direction then is negative. Mathematically, how- ever, a difference exists between the positive and the negative number; the positive unit, multiplied by itself, remains a pos- itive unit, but the negative unit, multiplied with itself, does not remain a negative unit, but becomes positive: ( + 1)X( + 1) = ( + 1); (-1)X(-1) = ( + 1), andnot =(-1). 6 ENGINEERING MATHEMATICS. Starting from 5 deg. northern latitude and going 7 deg. south, brings us to 2 deg. southern latitude, which may be expresses thus, +5 deg. latitude —7 deg. latitude = —2 deg. latitude. Therefore, in all cases, where there are two opposite direc- tions, right and left on a line, north and south latitude, east and west longitude, future and past, assets and liabihties, etc., there may be apphcation of the negative number; in other cases, where there is only one kind or direction, counting horses, measuring illumination, etc., there is no physical meaning which would be represented by a negative number. There are still other cases, where a meaning may sometimes be found and sometimes not; for instance, if we have 5 dollars in our pocket, we cannot take away 7 dollars; if we have 5 dollars in the bank, we may be able to draw out 7 dollars, or we may not, depending on our credit. In the first case, 5 dollars —7 dollars is an impossibility, while the second case 5 dollars —7 dollars = 2 dollars overdraft. In any case, however, we must realize that the negative number is not a physical, but a mathematical conception, which may find a physical representation, or may not, depend- ing on the physical conditions to which it is applied. The negative number thus is just as imaginary, and just as real, depending on the case to which it is appHed, as the imaginary number V — 1; and the only difference is, that we have become familiar with the negative number at an earlier age, where we wera less critical, and thus have taken it for granted, become familiar with it by use, and usually do not realize that it is a mathematical conception, and not a physical reality. AVhen we first learned it, however, it was quite a step to become accustomed to saying, 5— 7 =—2, and not simply, 5—7 is impossible. Multiplication and Division. 4. If we have a bunch of 4 horses, and another bunch of 4 horses, and still another bunch of 4 horses, and add together the three bunches of 4 horses each, we get, 4 horses +4 horses + 4 horses = 12 horses; THE GENERAL NUMBER, 7 or, as we express it, 3X4 horses = 12 horses. The operation of multiple addition thus leads to the next operation, multiplication. Multiplication is multiple addi- tion, bXa = c, thus means a + a + a + . . . (b terms) = c. Just like addition, multiphcation can always be carried out. Three gi'oups of 4 horses each, give 12 horses. Inversely, if we have 12 horses, and divide them into 3 equal groups, each group contains 4 horses. This gives us the reverse operation of multiplication, or (imsi'on, which is written, thus: 12 horses ^ , 5 = 4 horses ; or, in general, 6=«- If we have a bunch of 12 horses, and divide it into two equal groups, we get 6 horses in each group, thus : 12 horses ^ , :z = 6 horses, if we divide unto 4 equal groups, 12 horses 3 horses. If now we attempt to divide the bunch of 12 horses into 5 equal groups, we find we cannot do it; if we have 2 horses in each group, 2 horses are left over; if we put 3 horses in each group, we do not have enough to make 5 groups; that is, 12 horses divided by 5 is impossible; or, as we usually say; 12 horses divided by 5 gives 2 horses and 2 horses left over, which is written, 12 ^ . . ^ -]p- = 2, remamder 2. 8 ENGINEERING MATHEMATICS. Thus it is seen that the reverse operation of multiplication, or division, cannot always be carried out. 5. If we have 10 apples, and divide them into 3, we get 3 apples in each group, and one apple left over. -^ = 3, remainder 1, we may now cut the left-over apple into 3 equal parts, in which case. In the same manner, if we have 12 apples, we can divide into 5, by cutting 2 apples each into 5 equal pieces, and get in each of the 5 groups, 2 apples and 2 pieces. | = 2+2x^=2i To be able to carry the operation of division through for all numerical values, makes it necessary to introduce a new unit, smaller than the original unit, and derived as a part of it. Thus, if we divide a string of 10 feet length into 3 equal parts, each part contains 3 feet, and 1 foot is left over. One foot is made up of 12 inches, and 12 inches divided into 3 gives 4 inches; hence, 10 feet divided by 3 gives 3 feet 4 inches. Division leads us to a new form of numbers: the fraction. The fraction, however, is just as much a mathematical con- ception, which sometimes may be appUcable, and sometimes not, as the negative number. In the above instance of 12 horses, divided into 5 groups, it is not appHcable. 12 horses ^ , r = 2f horses is impossible; we cannot have fractions of horses, and what we would get in this attempt would be 5 groups, each com- prising 2 horses and some pieces of carcass. Thus, the mathematical conception of the fraction is ap- plicable to those physical quantities which can be divided into smaller units, but is not applicable to those, which are indi- visible, or individuals, as we usually call them. THE GENERAL NUMBER. 9 Involution and Evolution. 6. If we have a product of several equal factors, as, 4X4X4 = 64, it is written as, 4^ = 64 ; or, in general, a!* = c. The operation of multiple multiplication of equal factors thus leads to the next algebraic operation — involution just as the operation of multiple addition of equal terms leads to the operation of multiplication. The operation of involution, defined as multiple multiplica- tion, requires the exponent h to be an integer number; h is the number of factors. Thus 4-^ has no immediate meaning; it would by definition be 4 multiplied ( —3) times with itself. Dividing continuously by 4, we get, 4^-^4 = 4^; 45-^4 = 44; 44^4 = 43. g^(>^ 2,nd if this .successive division by 4 is carried still further, we get the following series: 43 4X4X4 4" 4 = 4X4 = 42 42 4X4 4~ 4 = 4 = 41 41 4 4 "4 = 1 = 40 40 1 4 ~4 1 ~4 = 4-1 4 4 -^ 1 "4X4 = 4-2 = i ^ 42 4-^1 .4 4 42 • 1 4 43' 4X4X4 or, in general, 10 ENGINEERING MATHEMATICS. ThuS; powers with negative exponents, as a-^, are the reciprocals of the same powers with positive exponents : -^. *j. From the definition of involution then follows, because a^ means the product of h equal factors a, and oT' the product of n equal factors a, and a^Xa^ thus is a product hav- ing h+n equal factors a. For instance, 43X42 = (4X4X4)X(4X4)=45. The question now arises, whether by multiple involution we can reach any further mathematical operation. For instance, (43)2 = ?, may be written, (43)2^43x43 = (4X4X4)X(4X4X4); = 46; and in the same manner, that is, a power a^ is raised to the n*^ power, by multiplying its exponent. Thus also, that is, the order of involution is immaterial. Therefore, multiple involution leads to no further algebraic operations. 8. 43 = 64; that is, the product of 3 equal factors 4, gives 64. Inversely, the problem may be, to resolve 64 into a product of 3 equal factors. Each of the factors then will be 4. This reverse operation of involution is called evolution, and is written thus, ^^^ = 4; or, more general, ^/c==a. THE GENERAL NUMBER. 11 ^c thus is defined as that number a, which, raised to the power h, gives c; or, in other words, Involution thus far was defined only for integer positive and negative exponents, and the question arises, whether powers with fractional exponents, as ct> ov. c^, have any meaning. Writing, ii;V ^4 1 1 it is seen that c^ is that number, which raised to the power 6, gives c; that is, c^ is Vc, and the operation of evolution thus can be expressed as involution with fractional exponent, c~b = \/^ and n / 1\ » / h/—\ n or, - - b — Cb = (cn)& =\/c^^ and 1 n b c^ ■ Irrational Numbers. Q. Involution with integer exponents, as 4^ = 64, can always be carried out. In many cases, evolution can also be carried out. For instance, '^^64 = 4, while, in other cases, it cannot be carried out. For instance, -n/2 = ?. Obviously then, 12 ENGINEERING MATHEMATICS. Attempting to calculate a/2, we get, ^2 = 1.4142135..., and find, no matter how far we carry the calculation, we never come to an end, but get an endless decimal fraction; that is, no number exists in our system of numbers, which can express ^, but we can only approximate it, and carry the approxima- tion to any desired degree; some such numbers, as n, have been calculated up to several hundred decimals. Such numbers as a/2, which cannot be expressed in any finite form, but merely approximated, are called irrational numbers. The name is just as wrong as the name negative number, or imaginary number. There is nothing irrational about -^2. If we draw a square, with 1 foot as side, the length of the diagonal is ^j2 feet, and the length of the diagonal of a square obviously is just as rational as the length of the sides. Irrational numbers thus are those real and existing numbers, which cannot be expressed by an integer, or a fraction or finite decimal fraction, but give an endless decimal fraction, which does not repeat. Endless decimal fractions frequently are met when express- ing common fractions as decimals. These decimal representa- tions of common fractions, however, are periodic decimals, that is, the numerical values periodically repeat, and in this respect are different from the irrational number, and can, due to their periodic nature, be converted into a finite common fraction. For instance, 2.1387387. ... Let x= 2.1387387....; then, subtracting, Hence, 1000a: = 2138.7387387.. 999^ = 2136.6 2136.6 21366 1187 77 ^~ 999 ~ 9990 ~ 555 "555* THE GENERAL NUMBER. 13 Quadrature Numbers. lo. The following equation, ^"+4 = (+2), may be written, since, (+2)X(+2)==(+4); but also the equation, ^"4 = (-2), may be written, since (-2)>^-2) = (+4). Therefore, -V + 4 has two values, (+2) and (-2), and in evolution we thus first strike the interesting feature, that one and the same operation, with the same numerical values, gives several different results.' Since all the positive and negative numbers are used up as the square roots of positive numbers, the question arises, What is the square root of a negative number? For instance, 'tf — 4 cannot be —2, as —2 squared gives -{*4, nor can it be +2. €^== iliX{-l)= ±2^~^, and the question thus re- solves itself into: What is aT^I? We have derived the absolute numbers from experience, for instance, by measuring distances on a line Fig. 4, from a starting point A. -5 -4 -3 -2 -1 0 +1 +2 +3 +4 +5 1 1 1 ® 1 (p I 0 I 1 1 CAB Fig. 4. Negative and Positive Numbers. Then we have seen that we get the same distance from A, twice, once toward the right, once toward the left, and this has led to the subdivision of the numbers into positive and negative numbers. Choosing the positive toward the right, in Fig. 4, the negative number would be toward the left (or inversely, choosing the positive toward the left, would give the negative toward the right). If then we take a number, as +2, which represents a dis- tance AB, and multiply by (—1)^ we get the distance AC= —2 14 ENGINEERING MATHEMATICS. in opposite direction from A, Inversely, if we take AC= -2, and multiply by (-1), we get AB=+2; that is, multiplica- tion by (-1) reverses the direction, turns it through 180 deg. If we multiply +2 by V^l~ we get +2V^, a quantity of which we do not yet know the meaning. Multiplying once more by V-l, we' get +2 X v^^X V~l= -2; that is, multiplying a number +2, twice by V-1, gives a rotation of 180 deg., and multipHcation by V~^ thus means rotation by half of 180 deg.; or, by 90 deg., and +2\/^ thus is the dis- fT- OD -^ .90° ■e- FiG. 5. tance in the direction rotated 90 deg. from +2, or in quadrature direction AD in Fig. 5, and such numbers as +2\/-l thus are quadrature numbers, that is, represent direction not toward the right, as the positive, nor toward the left, as the negative numbers, but upward or downward. For convenience of writing, V— 1 is usually denoted by the letter j. II. Just as the operation of subtraction introduced in the negative numbers a new kind of numbers, having a direction 180 deg. different, that is, in opposition to the positive num- bers, so the operation of evolution introduces in the quadrature number, as 2f, a new kind of number, having a direction 90 deg. THE GENERAL NUMBER. 15 different; that is, at right angles to the positive and the negative numbers, as illustrated in Fig. 6. As seen, mathematically the quadrature number is just as real as thc^ negative, physically sometimes the negative number has a meaning — if two opposite directions exist — ; sometimes it has no meaning — ^where one direction only exists. Thus also the quadrature number sometimes has a physical meaning, in those cases where four directions exist, and has no meaning, in those physical problems where only two directions exist. +4/ •4 -3 1 0 h + 1 +3 Fig. 6. For instance, in problems dealing with plain geometry, as in electrical engineering w^hen discussing alternating current vectors in the plane, the quadrature numbers represent the vertical, the ordinary numbers the horizontal direction, and then the one horizontal direction is positive, the other negative, and in the same manner the one vertical direction is positive, the other negative. Usually positive is chosen to the right and upward, negative to the left and downward, as indicated in Fig. 6. In other problems, as when dealing with time, which has only two directions, past and future, the quadrature num- bers are not applicable, but only the positive and negative 16 ENGINEERING MATHEMATICS. numbers. In still other problems, as when dealing with illumi- nation, or with individuals, the negative numbers are not applicable, but only the absolute or positive numbers. Just as multipUcation by the negative unit (—1) means rotation by 180 deg., or reverse of diree[^1 thus means a rotation of —— = 45 deg., therefore, a->i—l is the point Pi in Fig. 9, at distance a from the coordinate center, and under angle 45 deg., which has the coordinates, x= — = and 2/ = — =/; or, is represented by the general nuniber, \/2 -yl —I, however, may also mean a rotation by 135 deg. to P2, since this, repeated four times, gives 4x135 = 540 deg., or the same as 180 deg., or it may mean a rotation by 225 deg. or by 315 deg. Thus four points exist, which represent a-yj —1; the points: Pi = — -^a, P2 = — 7-- a, v2 v2 Therefore, ^—1 is still a general number, consisting of an ordinary and a quadrature number, and thus does not extend our system of numbers any further. THE GENERAL NUMBER. 19 In the same manner, ^^ + 1 can be found; it is that number, which, multiplied n times with itself, gives +1. Thus it repre- sents a rotation by — deg., or any multiple thereof; that is, III ,. . . 360 , ■ . . 360 the X coordmate is cos qX — , the y coordmate sm ^X — , n n and, n^ 360 . . 360 V +l=cos qX + 7 sm qX — , where q is any integer number. Fig. 9. Vector Diagram a^ — 1. There are therefore n different valuesof av^ + 1, which lie equidistant on a circle with radius 1, as shown for n = 9 in Fig. 10. 14. In the operation of addition, a + 6 = c, the problem is, a and 6 being given, to find c. The terms of addition, a and 6, are interchangeable, or equivalent, thus: a + h = h-^a, and addition therefore has only one reverse operation, subtraction; c and h being given, a is found, thus; a = c—b, and c and a being given, b is found, thus: b=c—a. Either leads to the same operation — subtraction. The same is the case in multipHcation; aXb = c. The 20 ENGINEERING MATHEMATICS. factors a and h are interchangeable or equivalent; aXh = hXa and the reverse operation, division, a = j- is the same as h=-. In involution, however, a^ = c, the two numbers a and h are not interchangeable, and a* is not equal to h^. For instance 43 = 64 and 3^ = 81. Therefore, involution has two reverse operations: (a) c and b given, a to be found. or evolution, a = v^c ; Fig. 10. Points Determined by v^ — 1. (h) c and a given, h to be found, 6=logac; or, logarithmation. Logarithmation. 15. Logarithmation thus is one of the reverse operations of involution, and the logarithm is the exponent of involution. Thus a logarithmic expression may be changed to an ex- ponential, and inversely, and the laws of logarithmation are the laws, which the exponents obey in involution. 1. Powers of equal base are multiplied by adding the exponents: a^Xa^^a^"*"". Therefore, the logarithm of a THE GENERAL NUMBER. 21 product is the sum of the logarithms of the factors, thus loga cXd = l0ga C +\0ga d. 2. A power is raised to a power by multiplying the exponents: Therefore the logarithm of z, power is the exponent times the logarithm of the base, or, the number under the logarithm is raised to the power n, by multiplying the logarithm by n: loga C"=n loga C, loga 1=0, because aP = l. If the base a > 1, loga c is positive, if c>l, and is negative, if c0. The reverse is the case, if a^x Fig. 12. Vectors in Space, jhk=-\-l^ If we now proceed again from x, in positive rotation, but first turn in the xz plane, we reach by multiplication with k the negative z axis, —z, as seen in Fig. 13. Further multiplica- +y —a; +z' ■>+« Fig. 13. Vectors in Space, khj= —1. tion by h brings us to +y, and multiplication by j to —x, and in this case the result of the three successive rotations by THE GENERAL NUMBER. 25 90 deg., in the same direction as in Fig. 12, but in a different order, is a reverse; that is, represents (-1). Therefore, khj= -1, and hence, jhk= —khj. Thus, in vector analysis of space, we see that the fundamental law of algebra, aXh = bXa, does not apply, and the order of the factors of a product is not immaterial, but by changing the order of the factors of the product jhk, its sign was reversed. Thus common factors cannot be canceled as in algebra; for instance, if in the correct expression, jhk = khj, we should cancel by j, h and k, as could be done in algebra, we would get + 1 = —1, which is obviously wrong. For this reason all the mechanisms devised for vector analysis in space have proven more difficult in their application, and have not yet been used to any great extent in engineering practice. B. ALGEBRA OF THE GENERAL NUMBER, OR COMPLEX QUANTITY. Rectangular and Polar Coordinates. i8. The general number, or complex quantity, a+jb, is the most general expression to which the laws of algebra apply. It therefore can be handled in the same manner and under the same rules as the ordinary number of elementary arithmetic. The only feature which must be kept in mind is that f = — 1, and where in multiplication or other operations f occurs, it is re- placed by its value, — 1. Thus, for instance, (a + jh) (c + jd) =ac+ jad + jhc + fhd = ac+ jad + jbc — bd = (ac —bd) -\-j{ad-{-bc). Herefrom it follows that all the higher powers of j can be eliminated, thus: f =/, f= -1, f = -], f- +1; f = +y, f= -1, f= -/,, f = +i; f= +]', . . . etc. ENGINEERING MATHEMATICS. In distinction from the general number or complex quantity, th^oriinary numbers, • + « and -a, are occasionally called varsf, or real numbers. The general number thus consists theicombination of a scalar or real number and a quadrature number, or imaginary number. Since a quadrature number cannot be equal to an ordinary nun|bj^ it follows that, if two general numbers are equal, their /^eal components or ordinary numbers, as well as their qua(|ra|urenumbers or imaginary components must be equal, a-\-jh = c-\-jd, then, a = c and h = d. Every equation with general numbers thus can be resolved into two equations, one containing only the ordinary numbers, the other only the quadrature numbers. For instance, if x+jy = 5-Sj, then, x = 5 and y= —3. 19. The best way of getting a conception of the general number, and the algebraic operations with it, is to consider the general number as representing a point in the plane. Thus the general number a+jh = 6+2.5j may be considered as representing a point P, in Fig. 14, which has the horizontal distance from the y axis, 0A = BP = a^6, and the vertical distance from the x axis, OB = AP = b=2.5. The total distance of the point P from the coordinate center 0 then is = \/52+62 = 6.5, Z^yft^/^^ and the angle, which this distance OP makes with the x axis, is given by ^ ^ AP 2.5 JJ .,....,-.^/" tan M») > +a; Fig. 17. Path of Steam in a Two-wheel Stage of an Impulse Turbine. Let Fig. 17 represent diagrammatically a tangential section through the bucket rings of the turbine wheels. Wi and W2 are the two revolving wheels, moving in the direction indicated by the arrows, with the velocity s = 400 feet per sec. / are the stationary intermediate buckets, which turn the exhaust steam from the first bucket wheel TFi, back into the direction required to impinge on the second bucket wheel TF2. The steam jet issues from the expansion nozzle at the speed So = 2200 34 ENGINEERING MATHEMATICS. feet per sec, and under the angle ^o = 20 deg., against the first bucket wheel Wi. The exhaust angles of the three successive rows of buckets, Wi, I, and W2, are respectively 24 deg., 30 deg. and 45 deg. These angles are calculated from the section of the bucket exit required to pass the steam at its momentary velocity, and from the height of the passage required to give no steam eddies, in a manner which is of no interest here. As friction coefficient in the bucket passages may be assumed Ay = 0.12; that is, the exit velocity is 1-/^=0.88 of the entrance velocity of the steam in the buckets. •M^ > + x FiiJ. IS. Vector Diagram of Velocities of Steam in Turbine. Choosing then as x-axis the direction of the tangential velocity of the turbine wheels, as 2/-axis the axial direction, the velocity of the steam supply from the expansion nozzle is represented in Fig. 18 by a vector OSo of length So = 2200 feet per sec, making an angle ^o = 20 deg. with the x-axis; hence, can be expressed by the general number or vector quantity: ^0 = So (cos do +j sin ^0) = 2200 (cos 20 deg. +; sin 20 deg.) = 2070 + 750yft. per sec The velocity of the turbine wheel "PTi is s = 400 feet per second, and represented in Fig. 18 by the vector OS, in horizontal direction. THE GENERAL NUMBER. 35 The relative velocity with which the steam enters the bucket passage of the first turbine wheel Wi thus is : S,=So-s = (2070 +750y) -400 = 1670 + 7^/ ft. per sec. This vector is shown as OSi in Fig. 18. The angle di, under which the steam enters th^ bucket passage thus is given by 750 isi,n 6i=j^ = 0A50, as ^i = 24.3deg. This angle thus has to be given to the front edge of the buckets of the turbine wheel Wi. The absolute value of the relative velocity of steam jet and turbine wheel Wi, at the entrance into the bucket passage, is si = \/l6702 + 7502 = 1830 ft. per sec. In traversing the bucket passages the steam velocity de- creases by friction etc., from the entrance value Si to the exit value S2 = si(l-/b^) = 1830X0.88 = 1610 ft. per sec, and since the exit angle of the bucket passage has been chosen as ^2 ==24 deg., the relative velocity with which the steam leaves the first bucket wheel Wi is represented by a vector OS^ in Fig. 18, of length §2 = 1610, under angle 24 deg. The steam leaves the first wheel in backward direction, as seen in Fig. 17, and 24 deg. thus is the angle between the steam jet and the negative x-axis; hence, ^2 = 180-24 = 156 deg. is the vector angle. The relative steam velocity at the exit from wheel Wi can thus be represented by the vector quantity ♦^2 = S2(cos d2 +j sin dz) = 1610 (cos 156 deg. +/ sin 156 deg.) = -1470 + 655/. Since the velocity of the turbine wheel Wi is s = 400, the velocity of the steam in space, after leaving the first turbine 36 ENGINEERING MATHEMATICS. wheel, that is, the velocity with which the steam enters the intermediate /, is = fi470+655y)+400 = -1070 + 655y, and is represented by vector OSs in Fig. 18. The direction of this steam jet is given by tan ^3= -^^^=-0.613, as 2) +j{aih2 +^2*^1), and the product can also be represented in the plane, by a point, C = Ci+jC2, where, ci =0'ihi — a2&27 and C2 = ai&2+a2^i. For instance, A=2+j multiplied by B=^l+1.5 j gives ci=2Xl-lXl.5 = 0.5, C2 = 2Xl.5 + lXl=4; hence, 0 = 0.5+47, as shown in Fig. 19. 25. The geometrical relation between the factors A and B and the product C is better shown by using the polar expression; hence, substituting, ai=a cos a a2 = a sin a , 61=6 cos/? ■ and , r • n 02 = 0 sm which gives a = Vai^+a2^ h = VbJ+b2^ (l2 tan a = — ai and &2 tan B = r~ THE GENERAL NUMBER. 39 the quantities may be written thus : A=a(cos a:+/sin a); 5 = &(cos/9+ysin/?), and then, C = AB = ah (cos a+j sin a) (cos /?+ / sin /5) = ab \ (cos a cos /? —sin a sin /?) +j(cos a sin ^ +sin a cos /?)} = a6 {cos (a +/?) +j sin (a +/5)} : Fig. 19. Multiplication of Vectors. that is, two general numbers are multiplied by multiplying their absolute values or vectors, a and b, and adding their phase angles a and /?. Thus, to multiply the vector quantity, A = ai+ja2 = a (cos « + y sin^ by ^ = 61 +J62 = & (cos /? +f sin ^) the vector OA in Fig. 19, which represents the general number A, is increased by the factor b = Vbi^ + b2^, and rotated by the angle ft which is given bv tan /5 = 7--. bi Thus, a complex multiplier B turns the direction of the multiplicand A, by the phase angle of the multiplier B, and increases the absolute value or vector of A, by the absolute value of B as factor. 40 ENGINEERING MATHEMATICS. The multiplier B is occasionally called an operator, as it carries out the operation of rotating the direction and changing the length of the multiplicand. 26. In multiplication, division and , other algebraic opera- tions with the representations of physical quantities (as alter- nating currents, voltages, impedances, etc.) by mathematical symbols, whether ordinary numbers or general numbers, it is necessary to consider whether the result of the algebraic operation, for instance, the product of two factors, has a physical meaning, and if it has a physical meaning, whether this meaning is such that the product can be represented in the same diagram as the factors. For instance, 3X4 = 12; but 3 horses X 4 horses does not give 12 horses, nor 12 horses^, but is physically meaningless. However, 3 ft. X4 ft. = 12 sq.ft. Th'us, if the numbers represent d) — I — 1 0 (D — I — I — I — I — I — I — I — © — I — • — I O A B C Fig. 20. horses, multiplication has no physical meaning. If they repre- sent feet, the product of multiphcation has a physical meaning, but a meaning which differs from that of the factors. Thus, if on the lin.e in Fig. 20, OA = S feet, OB = 4: feet, the product, 12 square feet, while it has a physical meaning, cannot be represented any more by a point on the same line; it is not the point OC = 12, because, if we expressed the distances OA and OB in inches, 36 and 48 inches respectively, the product would be 36X48 = 1728 sq.in., while the distance OC would be 144 inches. 27. In all mathematical operations with physical quantities it therefore is necessary to consider at every step of the mathe- matical operation, whether it still has a physical meaning, and, if graphical representation is resorted to, whether the nature of the physical meaning is such as to allow graphical representation in the same diagram, or not. An instance of this general limitation of the application of mathematics to physical quantities occurs in the representation of alternating current phenomena by general numbers, or complex quantities. THE GENERAL NUMBER. 41 An alternating current can be represented by a vector 01 in a polar diagram, Fig. 21, in which one complete revolution or 360 deg. represents the time of one complete period of the alternating current. This vector 01 can be represented by a general number, where ii is the horizontal, 12 the vertical component of the current vector 01. i. ^l 1 ■^E ij ''y^ 0 2N. X 1 ^f Fig. 21.. Current, E.M.F. and Impedance Vector Diagram. In the same manner an alternating E.M.F. of the same fre- quency can be represented by a vector OE in the same Fig. 21, and denoted by a general number, E = ei+je2, An impedance can be represented by a general number, Z = r—jx, where r is the resistance and x the reactance. If now we have two impedances, OZi and OZ2, Zi =ri —jxi and Z2 = r2—jx2, their product Zi Z^ can be formed mathema - ically, but it has no physical meaning. 42 ENGINEERING MATHEMATICS. If we have a current and a voltage, I = ii + ji2 and E = ei -\-je2, the product of current and voltage is the power P of the alter- nating circuit. The product of the two general numbers I and E can be formed mathematically, IE, and would represent a point C in the vector plane Fig. 21. This point C, however, and the mathematical expression IE, which represents it, does not give the power P of the alternating circuit, since the power P is not of the same frequency as / and E, and therefore cannot be represented in the same polar diagram Fig. 21, which represents 7 and E, If we have a current / and an impedance Z, in Fig. 21; I=ii+ji2 and Z = r—jx, their product is a voltage, and as the voltage is of the same frequency as the current, it can be repre- sented in the same polar diagram. Fig. 21, and thus is given by the mathematical product of / and Z, ^E = IZ={H+ji2){r-jx), = (iir ■^i2X ) + jfer -iix). 28. Commonly, in the denotation of graphical diagrams by general numbers, as the polar diagram of alternating currents, those quantities, which are vectors in the polar diagram, as the current, voltage, etc., are represented by dotted capitals: E, I, while those general numbers, as the impedance, admittance, etc. , which appear as operators, that is, as multiphers of one vector, for instance the current, to get another vector, the voltage, are represented algebraically by capitals without dot: Z = r-jx = impedance, etc. This Hmitation of calculation with the mathematical repre- sentation of physical quantities must constantly be kept in mind in all theoretical investigations. Division of General Numbers. 29. The division of two general numbers, A=ai-]-ja2 and B = bi+jh2, gives, A ^ai+ja2 '~B~bi+jh2 This fraction contains the quadrature number in the numer- ator as well as in the denominator. The quadrature number THE GENERAL NUMBER. 43 can be eliminated from the denominator by multiplying numer- ator and denominator by the conjugate quantity of the denom- inator, hi — jh2, which gives: (ai +yq2)(^i -jh2) _ (fli^i -\-a2h2) +/(a2&i -ai7>2) •~{h+jh2){h-jb2)~ 61^ + 622 aibi -\-a2h2 . 0,2^1 —a\h2 for instance, i_6+2.5/ '~B S+4:j _ (6 + 2.5.?) (3-^./) (3 + 4y)(3-4y) 28-16.5/ 25 = 1.12-0.GG/. If desired, the quadrature number may be eliminated from the numerator and left in the denominator by multiplying with the conjugate number of the numerator, thus: ^^A_a]+ja2 B 61+ J 62 {a\-^j(i2)(ai-ja2) {bi+jb2){ai-ja2) ai^+a2^ (aibi +a2b2) +j{aib2 —a2bi) for instance, ^^^_6 + 2.5/ • B S+^i (6 + 2.5/) (6 -2.5/) (3 + 4/)(6-2.5/) 29.75 ■"28 + 16.5/ 30. Just as in multiplication, the polar representation of the general number in division is more perspicuous than any other. 44 ENGINEERING MATHEMATICS. Let A = a(cos a+j sin a) be divided by J5 = 6(cos ,5+y sin /5), thus : A _a(cos a+j sin a) '^B^HcosJTJmij) a (cos a +f sin a) (cos /? — f sin /9) 6 (cos /?+y sin /?)(cos /? — f sin /?) a{ (cos a cos /? + sin a sin /?) +/(sin a cos /? —cos a sin 5) } ^ 6(cos2/?+sin2/?) = T-jcos («—/?)+/ sin (a— /?)}. That is, general numbers A and B are divided by dividing their vectors or absolute values, a and h, and subtracting their phases or angles a and /?. Involution and Evolution of General Numbers. 31. Since involution is multiple multiplication, and evolu- tion is involution with fractional exponents, both can be resolved into simple expressions by using the polar form of the general number. A = ai +ja2 = a(cos a+j sin a), then C = A^ = a^ (cos na+j sin no). For instance, if A = 3 +4/ = 5(cos 53 deg. +/ sin 53 deg.); then, (7 = 44 = 54(cos 4 X53 deg. +j sin 4 X53 deg.) ■ = 625(cos 212 deg. +j sin 212 deg.) = 625( -cos 32 deg. -/ sin 32 deg.) = 625( -0.848 -0.530 j) = -529-331/. If, A=ai +ja2 = a (cos a+j sin a), then 1 1/ a a\ (7 = A/A = A"=a"(cos-+7sin-) = V a I cos — 4- 7 sm - I . \ n '' n/ THE GENERAL NUMBER. 45 32. If, in the polar expression of A, we increase the phase angle a by 2n, or by any multiple of 2;r : 2q7t, where q is any integer number, we get the same value of 4? thus: A = a\(ios{a-\-2q7:)-\-j ^m.{a+2qn)\, since the cosine and sine repeat after every 360 deg, or 2-. The nth root, however, is different: C = vA = va( cos ^+?sm ). We hereby get n different values of C, for ^ = 0, 1, 2. . .n-1; q = n gives again the same as ^ = 0. Since it gives a+2n7r a = — h27r: n n ' that is, an increase of the phase angle by 360 deg., which leaves cosine and sine unchanged. Thus, the nth. root of any general number has n different values, and these values have the same vector or absolute term \/a, but differ from each other by the phase angle — and its multiples. For instance, let 4= -529-33iy = 625 (cos 212 deg.+ j sin 212 deg.) then, / 212+360^ . . 212 + 360g\ C= ■