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				<title level="a" type="main">Equilibrium State Stabilization of the Hamilton Systems with Quality Estimate of Control</title>
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							<persName><forename type="first">Aleksandr</forename><forename type="middle">S</forename><surname>Andreev</surname></persName>
							<email>andreevas@ulsu.ru</email>
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								<orgName type="institution">Ulyanovsk State University</orgName>
								<address>
									<settlement>Ulyanovsk</settlement>
									<country key="RU">Russia</country>
								</address>
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							<persName><forename type="first">Sergey</forename><forename type="middle">P</forename><surname>Bezglasnyi</surname></persName>
							<email>bezglasnsp@rambler.ru</email>
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							<persName><forename type="first">Michael</forename><forename type="middle">I</forename><surname>Geraskin</surname></persName>
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							<persName><forename type="first">Alena</forename><forename type="middle">A</forename><surname>Mukhametzyanova</surname></persName>
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								<orgName type="institution">Samara National Research University</orgName>
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									<settlement>Samara</settlement>
									<country key="RU">Russia</country>
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						<title level="a" type="main">Equilibrium State Stabilization of the Hamilton Systems with Quality Estimate of Control</title>
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					<term>controlled mechanical system</term>
					<term>equilibrium state</term>
					<term>limiting functions</term>
					<term>stabilization</term>
					<term>Lyapunov&apos;s function</term>
					<term>quality estimate</term>
					<term>computer modeling</term>
					<term>math modeling</term>
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<div xmlns="http://www.tei-c.org/ns/1.0"><p>The problem of stabilizing the zero solution of a nonautonomous Hamiltonian system with guaranteed estimation of the quality of control is solved. This problem arises from the problem of optimal stabilization by minimizing the requirements for the functional: instead of minimizing it, it is necessary only that it does not exceed a predetermined estimate. The solution is obtained by synthesizing the active program control, applied to the system, and stabilizing the control based on the feedback principle. The problem is solved analytically on the basis of the Lyapunov direct method of stability theory using the Lyapunov function with sign-constant derivatives. As examples, problems on the synthesis and stabilization of program motions of a homogeneous variable-length rod and a mathematical pendulum of variable length in a rotating plane are solved.</p></div>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head n="1">Introduction</head><p>The problems of controlled motions of mechanical systems are relevant and attract the attention of many researchers. The problem of constructing and investigating the properties and stability conditions of such motions was considered in the works of many scientists, for example <ref type="bibr" target="#b13">[14,</ref><ref type="bibr" target="#b15">16,</ref><ref type="bibr" target="#b17">18,</ref><ref type="bibr" target="#b19">20,</ref><ref type="bibr" target="#b20">21]</ref>. As a rule, ensuring the asymptotic stability of the solution of the problem reduces to investigating the zero solution of the non-autonomous system <ref type="bibr" target="#b5">[6]</ref> and is carried out on the basis of the direct Lyapunov method <ref type="bibr" target="#b16">[17]</ref>. The method of limit systems <ref type="bibr" target="#b4">[5]</ref> and its modification <ref type="bibr" target="#b2">[3]</ref> allow using the Lyapunov functions with constant-sign derivatives to significantly expand the class of functions used to construct the desired controls in closed analytic form in the class of continuous functions. This method has proved itself well in solving problems of constructing given motions of mechanical systems, and with its help only at the Samara State Aerospace University a lot of problems were solved by a group of authors on the construction of asymptotically stable program motions: a rigid body on a moving platform <ref type="bibr" target="#b7">[8]</ref>, a double pendulum variable length with a movable suspension point <ref type="bibr" target="#b12">[13]</ref>, the arms of the robot manipulator <ref type="bibr" target="#b8">[9]</ref>, a free gyrostat with variable moments of inertia, depending on the time <ref type="bibr" target="#b6">[7]</ref>, spherical motions of the satellite a circular orbit <ref type="bibr" target="#b9">[10]</ref> fixed-rotor motions gyrostat with polostyu1 filled with a viscous liquid <ref type="bibr" target="#b11">[12]</ref>.</p><p>In many problems, in addition to stabilizing movements, it is important to assess the quality of the transient process, given by some quality functional that requires optimization <ref type="bibr" target="#b14">[15]</ref>. A wide range of researchers have found the problems of optimal stabilization, for example <ref type="bibr" target="#b0">[1,</ref><ref type="bibr" target="#b18">19]</ref>. In <ref type="bibr" target="#b3">[4]</ref>, a formulation was given and sufficient conditions were obtained for the problem of stabilizing the zero solution of non-autonomous systems with a guaranteed estimate of the quality of control arising from the optimal problem. This method can be used for mathematical and computer modeling of economic systems.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2">Problem Formulation</head><p>The governed mechanical system is considered. Its motion is described by Hamilton's equations: q = ∂H(t, p, q) ∂p ,</p><formula xml:id="formula_0">ṗ = − ∂H(t, p, q) ∂q + u,<label>(1)</label></formula><p>where q = (q 1 , . . . , q n ) T , n-dimensional vector of generalized coordinates in a real linear space R n , with norm q , p = (p 1 , . . . , p n ) T , n-dimensional vector of generalized linear momentum, p ∈ R n with norm p and H(t, q, p) is the Hamiltonian of the system, u(t, q, p) ∈ U are forces of control action. Sign T means transpose operation. It is assumed that system (1) has trivial solution q = p = 0 for u ≡ 0.</p><p>Let control quality estimation of this system be equal to</p><formula xml:id="formula_1">I = ∞ t0 W (t, x[t], u[t]) dt.<label>(2)</label></formula><p>This is done for transferring process with control u[t] and trajectory x[t] of system <ref type="bibr" target="#b0">(1)</ref>.</p><p>Integrated function W [t, x, u], defining quality control estimation (2) of process x[t] is continuous non-negative function defined on whole motion area in general.</p><p>We will give three diverse types of system stabilization problem.</p><p>Problem of stabilization. The solution of the stabilization problem is to find such control actions u = u 0 (t, q, p) of all u(t, q, p) ∈ U . These effects ensure the asymptotic stability of the unperturbed motion q = p = 0 of the system <ref type="bibr" target="#b0">(1)</ref>.</p><p>The problem of optimal stabilization is obtained from the previous problem under the condition of a minimum of the quality criterion (2) and consists in finding such control actionsu = u 0 (t, q, p) of all u(t, q, p) ∈ U . This control ensures asymptotical stability of non-perturbed motion q = p = 0 of the system (1).</p><p>An equation satisfied for any other control action u = u * (t, q, p) ∈ U , ensuring asymptotical stability of solution q = p = 0:</p><formula xml:id="formula_2">I 0 = ∞ t0 W (t, q 0 [t], p 0 [t], u 0 [t]) dt ≤ ∞ t0 W (t, q * [t], p * [t], u * [t]) dt = I * for t 0 ≥ 0, q 0 (t 0 ) = q * (t 0 ) = q 0 , p 0 (t 0 ) = p * (t 0 ) = p 0 .</formula><p>The problems of stabilization and optimal stabilization were posed by N. N. Krasovsky in work <ref type="bibr" target="#b14">[15]</ref>.</p><p>The problem of optimal stabilization of motion of a controlled system on an infinite time interval reduces to finding the optimal Lyapunov function and optimal control actions satisfying the Bellman partial differential equation. This equation must be solved taking into account the additional inequality. The result is a rather difficult task. In this paper, we study a variable formulation of the problem of stabilization of motion-stabilization with a guaranteed estimate of the quality of control. It arises from the problem of optimal stabilization when the requirement for the functional is weakened: it is not necessary to minimize it, it is only necessary that it does not exceed some estimate <ref type="bibr" target="#b3">[4]</ref>.</p><p>Definition. Control action u = u 0 (t, q, p) is called stabilizing with guaranteed estimate of the control quality P (t, q, p) if it ensures asymptotical stability of non-perturbed motion q = p = 0 of system (1). The following condition satisfied for any controlled motions q 0 [t], p 0 [t], q 0 (t 0 ) = q 0 , p 0 (t 0 ) = p 0 :</p><formula xml:id="formula_3">I = ∞ t0 W (t, q 0 [t], p 0 [t], u 0 [t])dt ≤ P (t 0 , q 0 , p 0 ).<label>(3)</label></formula><p>According to this definition, we place the problem of stabilization with a guaranteed estimate of the quality of control of Hamiltonian systems: to find control action u = u 0 (t, q, p) among all u(t, q, p) ∈ U . The control action should ensure asymptotical stability of non-perturbed motion q = p = 0 of system (1). The inequality (3) inequality is satisfied for any controlled motion.</p><p>The above statement of the problem due to the weakening of the requirement of minimization of the functional (2) makes it possible to simplify the problem <ref type="bibr" target="#b14">[15]</ref> and substantially extend the class of solvable problems in comparison with the problem of optimal stabilization.</p><p>Lyapunov's function V = V (t, x) and Bellman function</p><formula xml:id="formula_4">B[V, t, x, u] = ∂V ∂t + ∂V ∂x T X(t, x, u) + W (t, x, u),<label>(4)</label></formula><p>where x = (q, p) T is still important for getting solution of this problem. Variables q, p can be considered as deviations from trivial solution q = p = 0 because we are investigating stabilization problem of zero solution of system (1). Equations system (1) is equations of perturbed motion. This will allow us to apply to methods of stabilization with a guaranteed estimation of the quality of control of Hamiltonian systems methods and results developed to study the stability and stabilization of the zero equilibrium position of non-autonomous systems <ref type="bibr" target="#b3">[4]</ref>.</p><p>We will consider classical systems with Hamiltonian:</p><formula xml:id="formula_5">H = 1 2 p T Ap + U (t, q),<label>(5)</label></formula><p>where A = A(t, q) is the symmetric coefficient matrix of non-negative quadratic form with variables p. Equations of perturbed motion (1) will be written, considering the Hamiltonian (5):</p><formula xml:id="formula_6">q = Ap, ṗ = − 1 2 p T ∂A ∂q p − ∂U ∂q + u.<label>(6)</label></formula></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3">Derivation of Stabilizing Control</head><p>We assume that C is the positive-definite, symmetric, not disappearing, limited matrix:</p><formula xml:id="formula_7">A 0 E ≤ C ≤ A 1 E, 0 &lt; A 0 &lt; A 1 − const,</formula><p>where E is the identity matrix.</p><p>Positive-definite on variables p and q Lyapunov's function is considered <ref type="bibr" target="#b10">[11]</ref>. It admits of an infinitesimal upper bound.</p><formula xml:id="formula_8">V (t, q, p) = 1 2 p T Ap + 1 2 q T Cq.<label>(7)</label></formula><p>The total derivative on time of Lyapunov's function by system (6) will take the form:</p><formula xml:id="formula_9">V = ∂V ∂p T ṗ + ∂V ∂q T q + ∂V ∂t = = ∂V ∂p T • − 1 2 p T ∂A ∂q p − ∂U ∂q + u + ∂V ∂q T • (Ap) + ∂V ∂t .<label>(8)</label></formula><p>We choose stabilizing control in form:</p><formula xml:id="formula_10">u 0 = ∂U ∂q − Cq − A −1 Dp,<label>(9)</label></formula><p>where D = D(t) is the symmetrical, positive-definite, n × n matrix. If we will add forces (9) to system (6), we have equations of controlled motion:</p><formula xml:id="formula_11">q = Ap, ṗ = − 1 2 p T ∂A ∂q p − Cq − A −1 Dp. (<label>10</label></formula><formula xml:id="formula_12">)</formula><p>Wherein the total derivative on time (8) of Lyapunov's function by system (10) will take the form:</p><formula xml:id="formula_13">V = p T A T − 1 2 p T ∂A ∂q p − ∂U ∂q + ∂U ∂q − Cq − A −1 Dp + + 1 2 p T ∂A ∂q p T − q T C T Ap + 1 2 p T ∂A ∂t p + 1 2 q T ∂C ∂t q = = p T A T − 1 2 p T ∂A ∂q p + 1 2 p T ∂A ∂q p T Ap + p T A T (−Cq) − − p T A T A −1 Dp + q T C T Ap + 1 2 p T ∂A ∂t p + 1 2 q T ∂C ∂t q</formula><p>We discard the terms of the third order on variables p:</p><formula xml:id="formula_14">V ≈ −p T D − 1 2 ∂A ∂t p + 1 2 q T ∂C ∂t q (11)</formula></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4">Basic Results</head><p>Basic results about stabilization of the Hamilton systems with quality estimate of zero solution q = p = 0 are the following statements.</p><p>Statement 1. Let's suppose:</p><p>1. A and C do not depend on t. That is, the conditions ∂A ∂t = 0, ∂C ∂t = 0 are satisfied; 2. B[V, t, p, q, u 0 (t, p, q)] ≤ 0.</p><p>Then control (9) is stabilizing for motion q = p = 0 of system (6) with the guaranteed quality estimate:</p><formula xml:id="formula_15">P (t 0 , q 0 , p 0 ) = V (t 0 , q 0 , p 0 ) = 1 2 p T 0 A(q 0 )p 0 + 1 2 q T 0 Cq 0 .<label>(12)</label></formula><p>Proof. We chose control in the form (9) for function V (t, q, p) (7) according to conditions ∂A/∂t = 0, ∂C/∂t = 0 and (11), then:</p><formula xml:id="formula_16">V ≈ −p T Dp<label>(13)</label></formula><p>The function V is positive-definite on variables q, p and the derivative V , according to <ref type="bibr" target="#b12">(13)</ref>, is negative-definite only on variable p. Then the solution q = p = 0 is asymptotically stable by the theorem on asymptotic stability zero solution of non-autonomous system <ref type="bibr" target="#b2">[3]</ref>. The matrixes A, C are limited. p → 0, q → 0 are satisfied under t → ∞. Then we have estimate for Lyapunov's function V :</p><formula xml:id="formula_17">V (t, q(t), p(t)) = 1 2 p T Ap + 1 2 q T Cq → 0.</formula><p>According to (4), we have:</p><formula xml:id="formula_18">B = V + W<label>(14)</label></formula><p>We have V +W ≤ 0 or W ≤ − V , according to 2. We integrate this expression into the interval [t 0 , t]:</p><formula xml:id="formula_19">T t0 W dt ≤ V (t 0 , q 0 , p 0 ) − V (t, q, p)<label>(15)</label></formula><p>Further, we take the limit by t → ∞:</p><formula xml:id="formula_20">∞ t0</formula><p>W dt ≤ V (t 0 , q 0 , p 0 ) = P (t 0 , q 0 , p 0 ).</p><p>The statement is proved.</p><p>Statement 2. Let's suppose:</p><p>1. ∂A ∂t = 0, ∂C ∂t &lt; 0, 2. B(V, t, p, q, u 0 (t, p, q)) ≤ 0.</p><p>Then the control (9) is stabilizing for motion q = p = 0 of system <ref type="bibr" target="#b5">(6)</ref> with the guaranteed quality estimate <ref type="bibr" target="#b11">(12)</ref>.</p><p>Remark 1. The proof of statement 2 is like the proof of statement 1. The difference is that derivative of the function <ref type="bibr" target="#b6">(7)</ref>, according to <ref type="bibr" target="#b10">(11)</ref> and conditions ∂C ∂t &lt; 0 is negative-definite on variables q, p. Then the solution q = p = 0 is asymptotically stable by the Lyapunov's theorem on asymptotic stability. Statement 3. Let's suppose the conditions are satisfied:</p><formula xml:id="formula_21">1. ∂A ∂t = 0, ∂C ∂t = 0, 2. D &gt; 1 2 ∂A ∂t , 3. B(V, t, p, q, u 0 (t, p, q)) ≤ 0.</formula><p>Then the control (9) is stabilizing for motion q = p = 0 of system (6) with the guaranteed quality estimate <ref type="bibr" target="#b11">(12)</ref>. Statement 4. Let's suppose the conditions are satisfied:</p><formula xml:id="formula_22">1. ∂A ∂t = 0, ∂C ∂t &lt; 0, 2. D &gt; 1 2</formula><p>∂A ∂t , 3. B(V, t, p, q, u 0 (t, p, q)) ≤ 0.</p><p>Then the control (9) is stabilizing for motion q = p = 0 of system (6) with the guaranteed quality estimate (12).</p><p>Remark 2. The proofs of statements 3, 4 are like the proofs of statements 1, 2 respectively.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="5">Stabilization of Homogeneous Rod's Motion</head><p>We consider a homogeneous heavy rod. The rod length is variable. A rod mass is m = 1. The rod moves without friction in the plane O xy . The plane O xy rotates with a constant angular velocity ω around a fixed vertical axis O y (Fig. <ref type="figure" target="#fig_0">1</ref>). The Hamiltonian of system takes form:</p><formula xml:id="formula_23">H(ε, η, θ) = 1 2 ( ε2 + η2 + k 2 (t) θ2 + ω 2 k 2 (t) cos 2 θ + ω 2 ε 2 ) − gη</formula><p>We chose program motion. Suppose that center mass of system moves on the circle with radius R = 1. The center of a circle lies in the point O (2, 2). The rod rotates in the plane O xy around the center mass with constant angular velocity ω 0 = const:      ε * = cos t + 2, η * = sin t + 2, θ * = ω 0 t.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="6">Conclusion</head><p>In this paper, the problem of determining the control stabilizing the motion of a mechanical system described by Hamilton's equations is formulated and solved with the additional condition of finding an assured estimate of the quality of control. The solution of the problem is reduced to the investigation of the zero solution of the nonautonomous system and was carried out on the basis of the direct Lyapunov method with the use of the method of limit systems, which made it possible to use the Lyapunov functions with sign-constant derivatives to construct the desired control in a closed analytic form in the class of continuous functions. Four statements that solve the problem are formulated and proved.</p><p>Based on the results obtained, two illustrative examples are solved. The results of the work develop and generalize the corresponding results of <ref type="bibr" target="#b1">[2,</ref><ref type="bibr" target="#b3">4,</ref><ref type="bibr" target="#b5">6,</ref><ref type="bibr" target="#b10">11]</ref>.</p></div><figure xmlns="http://www.tei-c.org/ns/1.0" xml:id="fig_0"><head>Fig. 1 .</head><label>1</label><figDesc>Fig. 1. The rod in a rotate plane</figDesc><graphic coords="7,238.38,310.95,138.60,120.60" type="bitmap" /></figure>
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			<div type="funding">
<div xmlns="http://www.tei-c.org/ns/1.0"><p>This work was supported in the framework of the national tasks of the Ministry of Education and Science of the Russian Federation (project no. 9.5994.2017-БЧ).</p></div>
			</div>

			<div type="annex">
<div xmlns="http://www.tei-c.org/ns/1.0"><p>We construct equations of controlled rod motion. We obtained the equations of perturbed motion by introducing deviations:</p><p>Suppose that quality estimate of transition process is given by the functional (2) with integrand</p><p>It satisfies condition 3 of statement 3. We set the problem of stabilization zero solution q = p = 0 of disturbed motion set of equations with guaranteed quality estimate of the control for the proposed motion. We chose the Lyapunov's function:</p><p>The control is chosen in form (9):</p><p>Equations of motion of the stabilized system are obtained:</p><p>We have asymptotically stable solution q = p = 0 with guaranteed quality estimate by statement 3: P (t 0 , q 0 , p 0 ) = V (t 0 , q 0 , p 0 ) = 1 2 p 2 10 + p 2 20 + 1 k 2 (t 0 ) p 2 30 + A 1 q 2 10 + A 2 q 2 20 + A 3 q 2 30 .</p></div>			</div>
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